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Govini Interview Questions

Govini Interview Guides

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

In an A/B test, how can you check if assignment to the various buckets was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Govini Salaries by Position

Company Description Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, and Modernization teams with AI-enabled applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions. Job Description We are seeking a skilled and dedicated Software Engineering Lead to join our Engineering team. As the Software Engineering Lead at Govini, you will be essential to crafting and implementing the software engineering processes and implementations within Govini. In order to do this job well, you must be obsessed with quality, and efficiency, and love working with diverse technologies. You have a strong understanding of software engineering design principles, as well as a strong technical prowess. Our ideal candidate is someone who is energized by building scalable technology to support the defense and intelligence communities. This role is a full-time position located out of our office in Pittsburgh, PA. This role may require up to 10% travel Scope of Responsibilities <ul> <ul><li>Lead software engineering efforts from ideation through implementation as well as the day-to-day of a small team containing both front-end and back-end software engineers </li><li>Lead Agile ceremonies for the software engineering team </li><li>Establish coding and testing best practices and standards for Engineers </li><li>Develop, test, and deploy modern software applications and new features </li><li>Oversee the quality of Engineers' deliverables, such as coding, testing, debugging </li><li>Collaborate with Govini's product team to turn business requirements into technical specifications </li> <li>Regularly seek out innovation and continuous improvement, finding efficiency in all assigned tasks </li><li>Collaborate with data engineers, data scientists, QA engineers, and DevOps engineers to improve the overall quality and performance of the platform </li></ul> </ul>Qualifications <ul> <ul><li>U.S. Citizenship is required </li> Required Skills: <li>Bachelor's degree in Computer Science, Mathematics, or equivalent experience </li><li>5 years of software development experience with an object-oriented programming language comparable to Java, C++, Python, C#, or Ruby </li><li>Hands-on experience with Spring Boot, Quarkus, or similar technologies </li><li>Knowledge of data structures, object-oriented design, algorithms, exception handling, and troubleshootingExperience writing SQL and implementing database design </li> Desired Skills: <li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship </li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment </li><li>Previously experience working in a product organization </li></ul> </ul> We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we're eager to hear from you. Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.

Company Description Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, and Modernization teams with AI-enabled applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions. Job Description We are seeking a Software Engineering Manager to partner with product managers to support and lead our teams of Forward Deployed Software Engineers. In this role you will be the technical owner of true 0-to-1 initiatives, whereby you are accountable for building new and differentiated capabilities, end to end, into our Ark platform. You are motivated by moving quickly but responsibly against urgent and compelling opportunities to build differentiated products in the field with users, while also maintaining alignment with the Engineering organization and safeguarding platform stability. In this role, you will design, spec, prototype, and launch new workflows and capabilities into full production within the Ark. You should be highly motivated by the market adoption of the solutions you successfully launch. In order to do this job well, you must possess exceptional judgment when it comes to balancing competing priorities and making tradeoffs. You must also excel at communicating technical information to internal stakeholders and engineers. You must work effectively cross-functionally in often ambiguous circumstances, diagnosing a market opportunity quickly and translating it into a viable technical solution and approach. In a typical week, the individual who fills this position could expect to: - Collaborate with forward-deployed software engineers to scope, architect, and deliver 0-to-1 product initiatives and prototypes. - Spend the day onsite with users, seeking to understand pain points and relate those pain points to opportunities to build new valuable workflows in the Ark. - Partner with Product Managers to assess the engineering cost (and potential business value) of proposed product investments. - Partner with the sales team to help assess opportunities and understand the degree to which customer requirements align with product capabilities and roadmap - Communicate with a technical customer decision-maker about the capabilities of the Ark and discuss with them how it can be configured to meet their specific needs. This role is a full-time position located in our Arlington, VA office This role may require up to 75% travel Scope of Responsibilities <ul><ul><li>Identify and evaluate new product features and functionality for Ark through embedding with customers.</li><li>For new product features, assess the engineering cost, develop a technical approach and architecture, and lead forward deployed software engineers to delivery.</li><li>Assist with the scoping, pricing, and capture of contracts, and communicate details to all levels of the organization </li><li>Partner with internal engineering and data science teams to scope the expected associated investment costs/timelines, and ensure that the business can deliver on scope, contractual obligations, and agreed-upon timelines</li><li>Facilitate the market introduction of new features/functions while balancing tradeoffs of risk, cost, and speed</li><li>Ensure smooth integration of prototyped features/functions into Ark for utilization across customer accounts</li></ul></ul> Qualifications <ul><ul><li>U.S. Citizenship is required</li> Required Skills: <li>Bachelor's degree in Computer Science, Software Engineering, or related field, or equivalent work experience</li><li>5+ years of full-stack software development experience</li><li>Experience working closely with customers</li><li>Strong proficiency with backend API languages such as Java/Spring Boot (preferred) or equivalent and Javascript/ReactJS</li><li>Intermediate proficiency with SQL</li><li>Strong value orientation, understanding of what matters for our customers, and why</li><li>Self-starter, owner mentality</li><li>Ability to thrive in a fast-paced, dynamic work environment</li> Desired Skills: <li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Proficiency in statistical analysis, quantitative analytics, forecasting/predictive analytics, multivariate testing, and optimization algorithms</li><li>Experience using machine learning algorithms (e.g., gradient-boosted machines, neural networks, LLMs, etc)</li><li>Experience working within the boundaries of a Federally accredited software environment</li></ul></ul> We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we're eager to hear from you. Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.

Company Description Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, and Modernization teams with AI-enabled applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions. Job Description We are seeking self-starting, customer-value-oriented software engineers to join our Forward Deployed Engineering team. As a Forward Deployed Software Engineer at Govini, you are accountable for building new and differentiated 0-to-1 capabilities, in the field with our customers, end to end. You are motivated by moving quickly but responsibly against urgent and compelling opportunities to deliver valuable software-driven outcomes to our customers. The idea of building something new energizes you and want to work on problems that matter, and you want to own. You understand and appreciate the value of face-to-face interactions with end users, and constantly seek to push the boundaries of what is possible. In order to do this job well, you must be a curious and eager problem solver. You must possess exceptional judgment when it comes to balancing competing priorities and making tradeoffs. You must be flexible, you must value outcomes over process, you must thrive in ambiguous environments, and above all else focus on solving valuable problems for our customers. In a typical week, the individual who fills this position could expect to: Spend the day onsite with users, listening to problems and asking questions seeking to understand pain points Collaborate with product managers and designers to scope, architect, and deliver 0-to-1 product initiatives and prototypes. Build and deliver working, customer-facing prototypes. Assess, prioritize, and correct the most important gaps in prototype solutions under development based on user feedback and in partnership with product managers Fail often, iterate quickly, and try again This role is a full-time position located out of our office in Arlington, VA. This role may require up to 75% travel. Scope of Responsibilities Conduct customer site visits to diagnose and understand pain points Participate in the end-to-end software development of new feature functionality and design capabilities Iterate quickly to progressively unlock customer value Craft clean, testable, and maintainable code Qualifications U.S. Citizenship is required Required Skills: Bachelor's degree in Computer Science, Software Engineering, or related field, or equivalent work experience 1 years of front-end or back-end software development experience (SQL, Java and/or Typescript/React) Ability to work independently with little supervision A burning desire to work in a challenging fast-paced tech environment Desired Skills: 1 years of full-stack software development experience Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship Experience working within the boundaries of a Federally accredited software environment Experience in or exposure to the nuances of a startup or other entrepreneurial environment Experience working in a customer-facing or consulting role We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, were eager to hear from you. Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.

<div>Company DescriptionGovini builds software to accelerate the Defense Acquisition Process. Ark, Govini’s flagship product, is a suite of AI-enabled applications, powered by integrated government and commercial data, that solves problems across the entire spectrum of Defense Acquisition, including Supply Chain, Science & Technology, Production, Sustainment, and Modernization. With Ark, the Acquisition community eliminates slow, manual processes and gains the ability to rapidly imagine, produce, and field critical warfighting capabilities. Ark transforms Defense Acquisition into a strategic advantage for the United States.Job DescriptionWe are seeking highly motivated Data Analysts to perform in-depth quantitative and qualitative analyses on problems of importance to U.S. national security. These problems include, for example, assessing risk within the Defense Industrial Base, isolating inefficiencies in business operations, and quantifying how investments drive performance outcomes and align with strategic aims. Data Analysts are responsible for communicating data-driven insights to executives in the national security community using data visualization, compelling written papers, and briefings.In order to do this job well, you must be analytical, curious, driven to solve problems, and have an impact. Data Analysts at Govini have a firm understanding of how to use data to solve hard client problems. You have a quantitative mindset and understand the tools required to dig into data. You understand defense acquisition processes and the importance of effective and efficient program management. You ask hard, uncomfortable questions. You have a professional acumen that allows you to lead conversations with top DoD and government agency officials. You know there are always multiple answers to hard problems, and you know how to engage in a constructive dialogue to find the best path forward.This role is a full-time position located out of our office in Arlington, VA. This role may require up to 25% travel.Scope of Responsibilities<ul><li>Use quantitative tools to clean, manipulate, and synthesize multiple streams of unstructured data</li><li>Conduct quantitative analysis to establish objective and accurate views of business operations, producing valuable insights for customers and recommendations to improve performance</li><li>Collaborate with internal stakeholders to develop expertise in Govini’s clients, offerings, and datasets</li><li>Orally and visually present data-driven findings in a concise and compelling manner to internal teams, as well as government officials</li><li>Demonstrate knowledge areas such as OSINT analysis, Supply Chain Risk Management, defense acquisitions and program management, government procurement, supplier assurance, federal contracting, and/or Planning, Programming, Budget, and Execution (PPBE)</li></ul>Qualifications<ul><li>U.S. Citizenship is required</li></ul>Required Skills:<ul><li>Bachelor’s/Master’s degree in Mathematics, Economics, Data Science, Engineering, Computer Science or related programs</li><li>2-4 years experience performing national security-related analytics; preference for research, quantitative analysis, data manipulation, and data visualization skills</li><li>Proficiency with Python, R, or SQL</li><li>Excellent professional demeanor with a willingness to work outside of your comfort zone in a fast-paced environment without hesitation</li><li>Referenceable history of exceptional performance in conducting and presenting high-quality analysis to stakeholders</li><li>Outstanding listening, verbal, and written communication skills</li><li>Ability to manage multiple work-streams and projects, learn quickly, and work independently with little supervision</li></ul>Desired Skills:<ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li></ul>We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</div>
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Company DescriptionGovini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, and Modernization teams with AI-enabled applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.Job DescriptionWe are seeking highly motivated Senior Data Analysts to perform in-depth quantitative and qualitative analyses on problems of importance to U.S. national security. These problems include, for example, assessing risk within the Defense Industrial Base, isolating inefficiencies in business operations, and quantifying how investments drive performance outcomes and align with strategic aims. Senior Data Analysts are responsible for developing new methodologies to answer client questions, communicate data-driven insights to executives in the national security community, and oversee cross-functional teams to produce compelling data visualization, written papers, and briefings.In order to do this job well, you must be analytical, curious, driven to solve problems and have an impact. Senior Data Analysts at Govini have a firm understanding of how to use data to solve hard client problems. You have a quantitative mindset and understanding of the tools required to dig into data. You understand defense acquisition processes and the importance of effective and efficient program management. You have a professional acumen that allows you to lead conversations with top DoD and government agency officials. You know there are always multiple answers to hard problems, and you know how to engage in a constructive dialogue to find the best path forward.This role is a full-time position located out of our office in Arlington, VA.This role may require up to 25% travel.Scope of Responsibilities<ul><li>Oversee cross-functional teams of analysts to deliver innovative, novel, and high-quality analysis and drive improvements to Govini’s product offerings.</li><li>Use quantitative tools to clean, manipulate, and synthesize multiple streams of unstructured data.</li><li>Conduct quantitative analysis to establish objective and accurate views of business operations, producing valuable insights for customers and recommendations to improve performance.</li><li>Orally and visually present data-driven findings in a concise and compelling manner to executives and government officials.</li><li>Demonstrate subject matter expertise in key knowledge areas such as OSINT investigative analysis, Supply Chain Risk Management including IT-related SCRM (ICT SCRM), industrial base, manufacturing, & production areas, technology scouting and technology application, defense acquisitions and program management, government procurement, supplier assurance, federal contracting, and/or Planning, Programming, Budget, and Execution (PPBE).</li></ul>Qualifications<ul><li>U.S. Citizenship is required.</li></ul>Required Skills:<ul><li>Master’s Degree or Ph.D. in Economics, Mathematics, Data Science, Engineering, Computer Science, STEM field, or 2+ years of equivalent experience.</li><li>Experience scoping and overseeing multiple, complex analytical projects.</li><li>Proficiency with Python, R, SQL.</li><li>Demonstrated leadership in national security-related analysis with teams of junior analysts, providing quality assurance, oversight or methodology, and mentoring.</li><li>Excellent oral and written communication skills, experience presenting complex analysis to non-technical stakeholders and extracting the ‘so-what’ from the data.</li><li>Referenceable history of exceptional performance in conducting innovative and high-quality analysis.</li><li>Excellent professional demeanor with a willingness to work outside of your comfort zone in a fast-paced environment without hesitation.</li></ul>Desired Skills:<ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship.</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment.</li><li>4-6 years experience performing national security-related analytics; preference for research, quantitative analysis, data manipulation, and data visualization skills.</li></ul>We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.
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Company Description Govini builds software to accelerate the Defense Acquisition Process. Ark, Govini’s flagship product, is a suite of AI-enabled applications, powered by integrated government and commercial data, to accelerate the entire spectrum of Defense Acquisition, including Supply Chain, Science & Technology, Production, Sustainment, and Modernization. With Ark, the Acquisition community eliminates slow, manual processes and gains the ability to rapidly imagine, produce, and field critical warfighting capabilities. Ark transforms Defense Acquisition into a strategic advantage for the United States. Govini has offices in Arlington, Virginia, and Pittsburgh, Pennsylvania. Job Description We are seeking a Machine Learning Engineer to join our team to build cutting-edge machine learning technologies that will replace complex, time-consuming, manual processes with automation and intelligence that will help Govini end-users make scientific and analytical decisions. We're looking for world-class talent to join our team where you will have the opportunity to help develop solutions from data collection to large-scale data manipulation to long-term data storage and low-latency retrieval, reporting, and analytical systems to solve big data problems that drive business performance. In order to do this job well, you must be a curious and eager problem solver with a hunger for building well-designed, high-quality solutions. You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You’re uber-smart, challenged by figuring things out and producing simple solutions to complex problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. You’re scrappy. We like scrappy. This role is a full-time position located out of our office in Pittsburgh, PA and may require up to 10% travel. Scope of Responsibilities <ul><li>Actively create, architect, and deliver state-of-the-art machine learning solutions designed to add intelligence to our data analysis and software-as-a-service platform. </li><li>Establish meaningful criteria for evaluating algorithm performance and suitability. </li><li>Develop clear software specifications for implementing trained models. </li><li>Implement working, scalable, production-ready Machine Learning and AI Process Automation models and code. </li><li>Optimize processes for maximum speed, performance, and accuracy. </li><li>Participate in the end-to-end software development of new feature functionality and design capabilities. </li><li>Craft clean, testable, and maintainable code. </li><li>Keep up to date with Machine Learning best practices and evolving open-source frameworks. </li><li>Regularly seek out innovation and continuous improvement, finding efficiency in all assigned tasks. </li><li>Collaborate closely with fellow software engineers, data scientists, data engineers, and QA engineers. </li> </ul>Qualifications <ul><li>US Citizenship is required. </li> </ul>Required Skills: <ul><li>Bachelor's, Master’s, or Doctorate in Computer Science, Computer Engineering, Data Science, or a related field. </li><li>Minimum 3 years experience in hands-on development of machine learning models. </li><li>Practical experience in building, developing, and productionizing machine learning systems. </li><li>Advanced software skills in Python. </li><li>Experience with common NLP algorithms and implementations. </li><li>Hands-on experience with AWS and cloud infrastructure. </li><li>A strong desire to learn and investigate new technologies. </li><li>Familiarity with Git source control management. </li><li>Prior hands-on experience working with data-driven analytics. </li><li>Ability to work collaboratively with little supervision. </li><li>A burning desire to work in a challenging fast-paced tech environment. </li> </ul>Desired Skills: <ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship. </li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment. </li><li>Track record of implementing data-driven products. </li><li>Experience in deploying ML models in Kubernetes environments. </li><li>2 years of experience developing and deploying modern NLP models. </li> </ul>We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you. Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law. #J-18808-Ljbffr

Company DescriptionGovini builds software to accelerate the Defense Acquisition Process. Ark, Govini’s flagship product, is a suite of AI-enabled applications, powered by integrated government and commercial data, to accelerate the entire spectrum of Defense Acquisition, including Supply Chain, Science & Technology, Production, Sustainment, and Modernization. With Ark, the Acquisition community eliminates slow, manual processes and gains the ability to rapidly imagine, produce, and field critical warfighting capabilities. Ark transforms Defense Acquisition into a strategic advantage for the United States. Govini has offices in Arlington, Virginia, and Pittsburgh, Pennsylvania.Job DescriptionWe are seeking a Machine Learning Engineer to join our team to build cutting-edge machine learning technologies that will replace complex, time-consuming, manual processes with automation and intelligence that will help Govini end-users make scientific and analytical decisions. We're looking for world-class talent to join our team where you will have the opportunity to help develop solutions from data collection to large-scale data manipulation to long-term data storage and low-latency retrieval, reporting, and analytical systems to solve big data problems that drive business performance.In order to do this job well, you must be a curious and eager problem solver with a hunger for building well-designed, high-quality solutions. You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You’re uber-smart, challenged by figuring things out and producing simple solutions to complex problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. You’re scrappy. We like scrappy.This role is a full-time position located out of our office in Pittsburgh, PA and may require up to 10% travel.Scope of Responsibilities<ul><li>Actively create, architect, and deliver state-of-the-art machine learning solutions designed to add intelligence to our data analysis and software-as-a-service platform.</li><li>Establish meaningful criteria for evaluating algorithm performance and suitability.</li><li>Develop clear software specifications for implementing trained models.</li><li>Implement working, scalable, production-ready Machine Learning and AI Process Automation models and code.</li><li>Optimize processes for maximum speed, performance, and accuracy.</li><li>Participate in the end-to-end software development of new feature functionality and design capabilities.</li><li>Craft clean, testable, and maintainable code.</li><li>Keep up to date with Machine Learning best practices and evolving open-source frameworks.</li><li>Regularly seek out innovation and continuous improvement, finding efficiency in all assigned tasks.</li><li>Collaborate closely with fellow software engineers, data scientists, data engineers, and QA engineers.</li></ul>Qualifications<ul><li>US Citizenship is required.</li></ul>Required Skills:<ul><li>Bachelor's, Master’s, or Doctorate in Computer Science, Computer Engineering, Data Science, or a related field.</li><li>Minimum 3 years experience in hands-on development of machine learning models.</li><li>Practical experience in building, developing, and productionizing machine learning systems.</li><li>Advanced software skills in Python.</li><li>Experience with common NLP algorithms and implementations.</li><li>Hands-on experience with AWS and cloud infrastructure.</li><li>A strong desire to learn and investigate new technologies.</li><li>Familiarity with Git source control management.</li><li>Prior hands-on experience working with data-driven analytics.</li><li>Ability to work collaboratively with little supervision.</li><li>A burning desire to work in a challenging fast-paced tech environment.</li></ul>Desired Skills:<ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship.</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment.</li><li>Track record of implementing data-driven products.</li><li>Experience in deploying ML models in Kubernetes environments.</li><li>2 years of experience developing and deploying modern NLP models.</li></ul>We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.
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<div>Company DescriptionGovini builds software to accelerate the Defense Acquisition Process. Ark, Govini’s flagship product, is a suite of AI-enabled applications, powered by integrated government and commercial data,that solves problemsacross the entire spectrum of Defense Acquisition, including Supply Chain, Science & Technology, Production, Sustainment, and Modernization. With Ark, the Acquisition community eliminates slow, manual processes and gains the ability to rapidly imagine, produce, and field critical warfighting capabilities. Ark transforms Defense Acquisition into a strategic advantage for the United States.Job DescriptionWe are seeking an inquisitive data scientist to join our team and work with our various datasets to find connections, knowledge, and potential issues in order to help our government clients make more informed decisions.Your role on the Data Science team will be primarily focused on our large datasets, and you will design and implement scalable statistical systems based on your analysis. You will have the opportunity to expand and grow data-driven research across Govini, and lead new areas to apply advanced analytics to drive business results.As part of our team, you must be a data nerd with a strong understanding of the various fundamentals of data science and analysis and know how to bring data to life. In order to do this job well, you must be a highly organized problem-solver and possess excellent oral and written communication skills. You are independent, driven, and motivated to jump in and roll up your sleeves to get the job done. You lead by influence and motivation. You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You’re uber-smart, challenged by figuring things out and producing simple solutions to complex problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. You’re scrappy. We like scrappy. We need a creative, out-of-the-box thinker who shares our passion and obsession with quality. This role is a full-time position located out of our office in Pittsburgh, PA.This role may require up to 25% travel Scope of Responsibilities<ul><li>Design experiments, test hypotheses, and build models for advanced data analysis and complex algorithms</li><li>Apply advanced statistical and predictive modeling techniques to build, maintain, and improve multiple real-time decision systems</li><li>Make strategic recommendations on data collection, integration, and retention requirements, incorporating business requirements and knowledge of data industry best practices</li><li>Model and frame business scenarios that are meaningful and which impact critical processes and decisions; transform, standardize, and integrate datasets for client use cases</li><li>Convert custom, complex and manual client data analysis tasks into repeatable, configurable processes for consistent and scalable use within the Govini SaaS platform</li><li>Optimize processes for maximum speed, performance, and accuracy; craft clean, testable, and maintainable code</li><li>Partner with internal Govini business analysts and external client teams to seek out the best solutions regarding data-driven problem solving</li><li>Participate in end-to-end software development, on an agile team in a scrum process, collaborating closely with fellow software, machine learning, data, and QA engineers</li></ul>Qualifications<ul><li>US Citizenship is Required</li></ul><div>Required Skills:</div><ul><li>Bachelor's degree in Computer Science, Computer Engineering, Mathematics, Statistics, or a related field; Master’s or PhD preferred</li><li>Minimum 3 years of hands-on data science experience</li><li>Minimum 3 years deriving key insights and KPIs for external and internal customers</li><li>Regular development experience in Python</li><li>Prior hands-on experience working with data-driven analytics</li><li>Proven ability to develop solutions to loosely defined business problems by leveraging pattern detection over large datasets</li><li>Proficiency in statistical analysis, quantitative analytics, forecasting/predictive analytics, multivariate testing, and optimization algorithms</li><li>Experience using machine learning algorithms (e.g., gradient-boosted machines, neural networks)</li><li>Ability to work independently with little supervision</li><li>Strong communication and interpersonal skills</li><li>A burning desire to work in a challenging fast-paced environment</li></ul><div>Desired Skills:</div><ul><li>Current possession of a U.S. security clearance, or the ability to obtain one with our sponsorship</li><li>Experience in or exposure to the nuances of a startup or other entrepreneurial environment</li><li>Experience working on agile/scrum teams </li><li>Experience building datasets from common database tools using flavors of SQL</li><li>Expertise with automation and streaming data</li><li>Experience with major NLP frameworks (spaCy, fasttext, BERT)Familiarity with big data frameworks (e.g., HDFS, Spark) and AWS</li><li>Familiarity with Git source control management</li><li>Experience working in a product organization</li><li>Experience analyzing financial, supply chain/logistics, or intellectual property data</li></ul>We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we’re eager to hear from you.Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.</div>
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Company Description Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science and Technology, Production, Sustainment, and Modernization teams with AI-enabled applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions. Job Description Govini is looking for motivated, curious, and data-driven individuals to join our team as Implementation Engineers. Implementation Engineers at Govini have a quantitative mindset and firm understanding of how to use technology and data to solve hard customer problems. Implementation Engineers are responsible for leveraging quantitative skills to configure Govini's technology to achieve customer outcomes, communicate data-driven insights to executives in the national security community, and produce compelling program insights, data visualization, and briefings. In order to do this job well, you must be analytical, understand people, have a strong drive to use technology to solve the hardest problems, and want to learn everything, particularly about the most pressing national security challenges confronting the nation and how data and machine learning can help address them. You're eager to build a deep understanding of US Government and Defense acquisition processes and the importance of effective and efficient program management, supply chain risk management, and program and technology modernization. You ask hard, uncomfortable questions. You know there are always multiple answers to hard problems, and you know how to engage in a constructive dialogue to find the best path forward. This role is a full-time position located out of our office in Arlington, VA. This role may require up to 75% travel. Scope of Responsibilities <ul> <ul><li>Develop expertise in Govini's clients, offerings and data, and support customers as a Govini product and data expert </li><li>Execute the successful implementation of software and data to Govini's customers and provide platform training </li><li>Use coding languages (SQL, Python) to conduct technical platform configuration and data integration, or be able to quickly learn and implement these skills </li><li>Collaborate with Govini Engagement Managers and Product Managers to capture market demand and user needs for inclusion into Govini's offerings </li><li>Proactively drive utilization of the product using targeted training and engagement strategies that drive mission outcomes and analytical insights for platform users </li><li>Develop and maintain documentation such as tailored user guide reference materials </li><li>Conduct research and develop quantitative analytic reports using Govini technology and data Orally and visually present data-driven findings in a concise and compelling manner to internal teams, as well as government officials </li><li>Demonstrate knowledge in areas such as US Government programs and operations, federal acquisitions and program management, government procurement practices, supplier assurance, federal contracting, Planning, Programming, Budgeting, and Execution (PPBE), Supply Chain Risk Management, and Open Source Intelligence (OSINT) analysis </li> Depending on your background and expertise, you could also be responsible for: <li>Support the success of Govini's clients via end-user training and user support </li><li>Provide technical workflow development and configuration </li><li>Communicate data-driven insights to executives in the national security </li><li>Conduct in-depth quantitative and qualitative analyses on problems of importance to U.S. national security community using data visualization, compelling written paper and briefings </li><li>Provide product demonstrations in support of sales pursuits efforts </li></ul> </ul>Required Qualifications <ul> <ul><li>U.S. Citizenship is required </li><li>Bachelor's Degree in Business Administration, Business Analytics, Economics, Mathematics, Computer Science, Data Science, International Relations, Political Science, International Security or similar fields, or 1-4 years of equivalent experience </li><li>Intermediate familiarity / skills with Excel, SQL, Python, and R; or ability to quickly learn these skills </li><li>1-4 years of relevant experience, including undergraduate or graduate roles or internships, performing national security-related analytics; preference for research, quantitative analysis, data manipulation, and data visualization skills </li><li>Excellent professional demeanor with a willingness to work outside of your comfort zone in a fast-paced environment without hesitation </li><li>Strong aptitude for solving open ended issues in unpredictable, unstructured environments </li><li>Excellent professional demeanor with a willingness to work outside of your comfort zone in a fast-paced environment without hesitation </li><li>Eligibility and willingness to obtain a U.S. security clearance </li><li>Outstanding listening, verbal, and written communication skills </li><li>Ability to manage multiple work-streams and projects, learn quickly, and work independently with little supervision </li></ul> </ul>Desired Qualifications <ul> <ul><li>1-4 years of relevant experience in user support or user engagement with a focus on platform and product utilization </li><li>Knowledge of defense acquisition life cycle and program management, technology scouting, and supply chain risk management </li><li>Knowledge of languages/applications, such as React, Typescript, Java, C, GoLang, or the ability to quickly learn these skills </li><li>Experience within advisory services, software-as-a-service (SaaS), information services, analytic tools, or data analytics industries </li><li>Demonstrated ability to conduct relevant business case studies and market analysis using internal and open-source data sources </li><li>History of engaging with and presenting to federal Government stakeholders </li></ul> </ul> We firmly believe that past performance is the best indicator of future performance. If you thrive while building solutions to complex problems, are a self-starter, and are passionate about making an impact in global security, we're eager to hear from you. Govini is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans status or any other characteristic protected by law.

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