The Ais Data Engineer interview guide, interview questions, salary data, and interview experiences.

Ais Data Engineer Interview Guide

Getting ready for an Data Engineer interview at Ais? The Ais Data Engineer interview span across 10 to 12 different question topics. In preparing for the interview:
<ul>
<li>Know what skills are necessary for Ais Data Engineer roles.</li>
<li>Gain insights into the Data Engineer interview process at Ais.</li>
<li>Practice real Ais Data Engineer interview questions.</li>
</ul>
Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Ais Data Engineer interview.


Getting ready for an Data Engineer interview at Ais? The Ais Data Engineer interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for Ais Data Engineer roles.
- Gain insights into the Data Engineer interview process at Ais.
- Practice real Ais Data Engineer interview questions.

Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Ais Data Engineer interview.
        

Overview

Ais Data Engineer Salary

We've gathered this data from parsing thousands of interview experiences sourced from members.

We've gathered this data from parsing thousands of interview experiences sourced from members.

Ais Data Engineer Interview Process

You are given a dictionary with a key-value of <code>{string: number}</code> where values in the dictionary could be duplicates. You are required to extract the unique values from the dictionary where the value occurred only once.

Return a list of values where they occur only once.

Note: You can return the values in any order.

Input:

<pre tabindex="0" class="chroma"><code>dictionary = {&#34;key1&#34;: 1, &#34;key2&#34;: 1, &#34;key3&#34;: 7, &#34;key4&#34;: 3, &#34;key5&#34;: 4, &#34;key6&#34;: 7}
</code></pre>

Output:

<pre tabindex="0" class="chroma"><code>find_unique_values(dictionary) -&gt; [3,4]

#Only 3 and 4 occurred once.
</code></pre>

Dictionary Unique Values

Given a table called <code>employees</code>, get the largest salary of any employee by department

Example:

Input:

<code>employees</code> table

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>department</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>salary</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>
Output:

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>department</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>largest_salary</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>

Write a query to get the largest salary of any employee by department

Largest Salary by Department

You’re given a dataframe of students named <code>students_df</code>:

<code>students_df</code> table

<table>
<thead>
<tr>
<th>name</th>
<th>age</th>
<th>favorite_color</th>
<th>grade</th>
</tr>
</thead>

<tbody>
<tr>
<td>Tim Voss</td>
<td>19</td>
<td>red</td>
<td>91</td>
</tr>

<tr>
<td>Nicole Johnson</td>
<td>20</td>
<td>yellow</td>
<td>95</td>
</tr>

<tr>
<td>Elsa Williams</td>
<td>21</td>
<td>green</td>
<td>82</td>
</tr>

<tr>
<td>John James</td>
<td>20</td>
<td>blue</td>
<td>75</td>
</tr>

<tr>
<td>Catherine Jones</td>
<td>23</td>
<td>green</td>
<td>93</td>
</tr>
</tbody>
</table>
Write a function named <code>grades_colors</code> to select only the rows where the student’s favorite color is green or red and their grade is above 90.

Example:

Input:

<pre tabindex="0" class="chroma"><code>import pandas as pd

students = {&#34;name&#34; : [&#34;Tim Voss&#34;, &#34;Nicole Johnson&#34;, &#34;Elsa Williams&#34;, &#34;John James&#34;, &#34;Catherine Jones&#34;], &#34;age&#34; : [19, 20, 21, 20, 23], &#34;favorite_color&#34; : [&#34;red&#34;, &#34;yellow&#34;, &#34;green&#34;, &#34;blue&#34;, &#34;green&#34;], &#34;grade&#34; : [91, 95, 82, 75, 93]}

students_df = pd.DataFrame(students)
</code></pre>

Output:

<pre tabindex="0" class="chroma"><code>def grades_colors(students_df) -&gt;
</code></pre>

<table>
<thead>
<tr>
<th>name</th>
<th>age</th>
<th>favorite_color</th>
<th>grade</th>
</tr>
</thead>

<tbody>
<tr>
<td>Tim Voss</td>
<td>19</td>
<td>red</td>
<td>91</td>
</tr>

<tr>
<td>Catherine Jones</td>
<td>23</td>
<td>green</td>
<td>93</td>
</tr>
</tbody>
</table>

Write a function to select only the rows where the student's favorite color is green or red and their grade is above 90.

Good Grades and Favorite Colors

Ais Data Engineer Interview Questions

If you're seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS' success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities. Intro As a Data Engineer, you will use cutting-edge cloud and data technologies to help global brands and federal agencies solve challenging problems through innovative technology solutions. Work on exciting projects, future-proof your skills, and grow into your dream job alongside some of the most talented, knowledgeable, and dedicated technologists in the industry. What You'll Be Doing <ul> <li>Work in a team using cutting edge technologies to solve challenging business problems and build solutions </li><li>Apply your skills in Azure PaaS, data science, data analytics, and data warehousing to pioneer Azure cloud, and data services </li><li>Interact directly with our client(s) to understand their needs and meet, or exceed their expectations by meeting delivery deadlines </li></ul>Profile of Success <ul> <li>Proven data migration and ETL development experience with multiple, large-scale data migration projects </li><li>Strong proficiency in Ab Initio, SQL and scripting languages like Python or Shell, </li><li>Vast experience in data warehousing concepts and ETL processes, </li><li>Familiarity with cloud platforms </li><li>Understanding of data governance and data quality best practices </li><li>Multiple certifications including advanced engineering certifications in the following areas: SnowPro Core/Advanced Certification (Data Engineer), DB2 Fundamentals LUW, Microsoft Certified: Azure Data Engineer Associate, Collibra Ranger Certification (Data Governance), Ab Initio - Certified Data Integration Developer, Certified Data Warehouse Developer, Databricks Certified Associate Developer for Apache Spark/Cloudera Spark and Hadoop Developer Certification, dbt Fundamentals </li></ul>Desirable Skills <ul> <li>Experience with Databricks cluster management. </li><li>Background with Data Science tools such as R, Python, and SAS is a plus </li><li>Experience with visualization tools such as Power BI or Tableau </li><li>Desire to obtain or utilize relevant technical certifications as part of continuous professional growth </li></ul> Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

If you're seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS' success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities.

Intro

As a Lead Software Engineer, you will use cutting edge cloud and data technologies to help global brands and federal agencies solve challenging problems through innovative technology solutions. Work on exciting projects, future-proof your skills, and grow into your dream job alongside some of the most talented, knowledgeable, and dedicated technologists in the industry.

What You'll Be Doing

Work in a team with other smart AIS employees using cutting edge technologies to solve challenging business problems
Build elegant, scalable, extensible, cost-effective solutions with an eye towards innovation and agility
Utilize problem-solving and decision-making skills to understand client pain points and to self-troubleshoot as challenges arise
Collaborate with other members of the development team and project managers to deliver solutions that surpass client expectations while meeting deadlines and budgets
Design, write, unit test, and document application code to successfully deliver project-based work
Work in an agile environment with participation in daily stand-ups/scrum Design, write, test, troubleshoot, and document application code Provide mentorship to junior Developers
Learn new technologies and be aware of industry standards, best practices, and trends
Security Clearance and Citizenship Requirements

Must be able to obtain and maintain a Public Trust Clerance

Required For This Opportunity      5+ years of experience
Computer Science fundamentals in object-oriented (OO) design patterns, distributed databases, and data modeling techniques
Nice To Have Skills      Previous agile/Scrum experience
Exposure with cloud technologies (Azure, O365, AWS), SharePoint (2013+),.NET Core, and Dynamics
Front end web development background with Angular and/or React
Microsoft or developer related certifications

Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

Minimum Requirements   Possession of an active Top Secret (TS) clearance with Sensitive Compartmented Information (SCI) access and successful completion of a polygraph examination are mandatory for this position
Demonstrated experience tuning hyper-parameters of existing machine learning models for domain-specific data sets
Experience working with data science models testing, optimization, validation, and tests automation
Experience leveraging model management capabilities to track version control and maintain information about best-performing models, such as MLFLOW or similar
Demonstrated experience programming in Python
Demonstrated experience programming in other scripting languages, such as Bash
Demonstrated experience applying deep learning and machine learning processing libraries, including PyTorch, TensorFlow, Keras, and scikit
Demonstrated experience using Linux and Windows operating systems
Demonstrated experience using CUDA and NVIDIA GPU accelerated libraries for AI, machine-learning, and deep learning
Demonstrated experience with implementing data science workflows in cloud-based platforms (e.g., AWS, Azure, etc.)
Demonstrated experience developing and deploying machine learning models based on cybersecurity related workflows
Demonstrated experience working in Sponsor’s mission environment
Demonstrated experience developing and working with cyber data (e.g. netflow, pcap, credential, ip scans, etc.)
Demonstrated experience working with large language models and general artificial intelligence models
Demonstrated ability to creatively solve problems and an established track-record for working across organizations while effectively engaging with analysts, managers, developers, data scientists, and other stakeholders
Demonstrated experience working with the Sponsor’s startup incubator, to identify, evaluate, and transition commercial software tools
Demonstrated experience with functional evaluation of the Sponsor's proprietary software
Academic and or work experience in the fields of Data Science, Operations Research, or Computer Science
Smart people with a passion for technology
Strong technical capabilities with a consultancy mindset
Close involvement with local technical communities
A willingness to think outside of the box to provide innovative solutions to clients
Ability to solve challenging technical business problems
Continued Learning and Technical Excellence
Responsibilities   As a Data Scientist, you will provide support for the customer's machine learning model development and deployment efforts specific to its cyber focus and targets
You will implement machine learning methodologies to triage large commercial datasets; identify topical, spatial, and time-based trends of interest within large amounts of commercial cyber data; and work with data science models testing, optimization, validation, and tests automation
As a Data Scientist, you will also integrate machine learning models into software through inference engines, machine learning pipelines, and other approaches and communicate and work effectively with cross-functional team members including but not limited to data analysts, data scientists, external stakeholders, management, and software solutions integrators
Work in a team with other smart AIS employees and use cutting-edge technologies to solve challenging enterprise problems
Advise and assist in integration of AI/ML capabilities into the existing enterprise applications as required
Advise about the feasibility of technical requirements and the plausibility of technical claims
Be responsible for reviewing commercial, open source, and government-provided technical information, systems, and demonstrations to evaluate claims of system performance and capabilities
Company information
AIS (Applied Information Sciences) specializes in IT transformation for large commercial and federal enterprises, delivering compliant and transformative cloud and data solutions that speed up time to value, sunset legacy technology, and accelerate innovation. Our expertise lies in the highly regulated environments leading migration and modernization, DevSecOps, security and compliance, custom app development, and data intelligence. Our customers include a broad range of organizations, from start-ups to Fortune 100 companies, and include state and local governments as well as defense and national security agencies. Our analysis-driven approach to solving business problems—combined with our commitment to deadlines and budgets—results in successful projects and long-term relationships with our clients. We're a leading Microsoft cloud partner with proven capabilities and a track record of success, holding 7 Advanced Specializations, 15 competencies, and Solutions Partner Designations for Infrastructure, Digital & App Innovation, Data & AI, Security, and Modern Work. Founded in 1982, we are headquartered in Reston, Virginia, with regional offices across the US and a development center in Hyderabad, India. AIS employs a transatlantic distributed employee base of 1,000. For more information, visit www.ais.com.

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If you’re seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS’ success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities.

Introduction

As a Senior Business Analyst, you will be using Agile software methodologies to identify and capture an accurate case analysis to our client. You will be helping maintain and develop systems and models with your advanced skills.

What You’ll Be Doing

Elicit, identify, and capture functional and non-functional requirements through systems and use case analysis

Capture and transform stakeholder needs, expectations, constraints, and interfaces into customer features and requirements

Develop system context models, use case models, user interface storyboards, business process flow models, and domain models

Write use case specifications

Identify and specify business rules and map rules to use cases

Mockup UI designs in Visio, VS.NET, or other UI prototyping tools

Define an appropriate set of requirements definition and management tasks and estimate the work for their tasks and backlog items

Provide support for review of requirements compliance and requirements management best practices and artifacts

Location and Travel Details

This is a remote position with occasional travel once (if needed).

Required For This Opportunity

Able to understand technical solutions to support driving troubleshooting cross teams

Understands releases, builds, deployment processes

Able to coordinate QA effort

Able to document requirements and user stories and facilitate discussions

Detail orientated

Experienced writing PBIs and managing ADO boards

Comfortable drafting communications to Product teams with implementation guidance

Able to assist in cross team discussions and collaborations

Able to multitask and prioritize

Nice to Have Skills

Experience with Scaled Agile Framework (SAFe) for Program Increment (PI) Planning

Knowledge of Hospitality industry domain strongly preferred

SAFe PM/PO, and CSM certifications strong preferred

Experience in custom application development on the AWS, Microsoft technology platform, Microsoft Office, and development tools to create innovative business solutions is strongly preferred

Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

#J-18808-Ljbffr

If you're seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS' success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities. Introduction As a Principal Business Analyst, you will leverage your expertise in Agile software methodologies and advanced tools to identify, document, and communicate software use cases, helping clients develop and maintain enterprise systems and models. You will manage complex, high-visibility projects, influence business decisions, and collaborate with development teams to deliver exceptional business solutions. What You'll Be Doing <ul> <li>Analyze, document, and communicate functional and non-functional business requirements. </li><li>Responsible for the collection, evaluation, understanding, and communication of business requirements involved in the development of new or the modification and ongoing support of existing enterprise business applications. </li><li>Manage large-scale, high-visibility projects aligned with corporate objectives. </li><li>Subject matter expert in various areas of the organization and be an influential partner in setting business direction and process. </li><li>Participates in system requirements definition, testing, training, implementation, and support of enterprise-wide business applications. </li><li>Use industry-standard techniques like data flow modeling and workflow analysis </li></ul>Location and Travel Details The position is onsite in Waltham, MA. Required For This Opportunity <ul> <li>Agile Management Tools: Jira, Azure DevOps, or equivalent. </li><li>UI Prototyping Tools: Visio, Figma, or Visual Studio.NET. </li><li>Modeling Tools: UML-based tools such as Lucidchart, Enterprise Architect, or similar. </li><li>Reporting Tools: Power BI, Tableau, or other reporting platforms. </li><li>Power Platform Tools: Power Apps, Power Automate, and Power Query. </li><li>Collaboration Tools: Microsoft Teams, SharePoint, and Confluence. </li><li>8+ years in business analysis, with 3+ years' experience in project management. </li><li>Expertise in Agile methodologies and tools for data analysis and documentation. </li><li>Proven experience in backlog management and UI/report mockup design. </li><li>Bachelor's degree or equivalent experience. </li></ul>Nice to Have Skills <ul> <li>Knowledge of iterative methodologies like MSF or RUP. </li><li>Familiarity with Microsoft 365 modernization. </li><li>Strong communication, facilitation, and technical writing skills. </li><li>MBA preferred. </li></ul> Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

If you're seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS' success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities. Job Description On-Site Cleared Lead Software Engineer Join AIS as we assist our client with some of the most exciting cutting-edge cloud technologies to asst with our country's intelligence projects. As our client sponsor works to modernize systems and move mission applications to the cloud. Seeking software engineering and development support to create custom applications, scripts, or solutions in support of requirements for analysis on high priority intelligence issues. AIS is looking for someone passionate about helping our country's defense through a 100% on-site position. TS/SCI with full-scope poly is required. What you will be doing Create custom tool sets; custom software, data extract, transform and load solutions for a wide variety of datasets and deliver those solutions via various infrastructure configurations such as on cloud infrastructure, on-premises-and-cloud hybrid infrastructure, or on local infrastructure. Use coding best practices and adhere to security requirements to develop innovative user interface designs in response to analyst, user analyses, product innovation, technology, and business needs. Provide support or create databases to connect to applications, as necessary. Ensure user interface guidelines and standards are followed during the development and maintenance of the product. Present design concepts and negotiate with stakeholders to arrive at a design that supports both the business need and a strong user experience. Conduct and participate in product usability tests. Communicate and work effectively with cross-functional team members including but not limited to analysts, data scientists, management, project managers, and software solutions integrators. Maintain existing applications or developed applications per required enterprise or local requirements such as patching or other updates or upgrades. Create or maintain documentation on technical solutions to include architecture diagrams, minimum viable product templates, user guides, user or functional testing instructions, quick references, development framework guides, APIs, and documentation related to technical solutions developed. integrated team of Sponsor staff and contractors. Location Will work onsite in McLean, VA. Security Clearance and Citizenship Requirements TS/SCI with full scope polygraph Skill Required Our client does not require specific years of experience, but rather we are looking for you to show demonstratable experience for the following skillsets. Not a 100% match? That is okay Consider applying if you have most of the required skillsets. Demonstrated experience with setting up and maintaining Cloud based DevOps functionality. Demonstrated experience with Java, JavaScript, Python or similar development languages and associated frameworks for applications development such as Flask, ReactJS or similar. Demonstrated experience working with data in, and developing applications with, Sql and NoSQL databases. Demonstrated experience documenting system design and architecture. Demonstrated strong coordination and collaboration skills with ability to work successfully across organizational boundaries. Demonstrated experience with performance tuning, monitoring, troubleshooting and de-bugging applications and services. Demonstrated experience developing, deploying and maintaining containerized applications and databases. Nice to have skills Demonstrated experience with the Sponsor's deployment of AWS, experience deploying applications within the Sponsor's environment. Demonstrated experience working in an Agile software development cycle. Demonstrated experience with Sql and NoSQL databases. Demonstrated experience with geospatial data, visualization, and relevant analytic methods and tools. Demonstrated experience manipulating large datasets. Demonstrated experience with open-source data engineering tools and processes. Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

If you’re seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS’ success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities.

Introduction

As a Senior Business Analyst, you will be using Agile software methodologies to identify and capture an accurate case analysis to our client. You will be helping maintain and develop systems and models with your advanced skills.

What You’ll Be Doing

Elicit, identify, and capture functional and non-functional requirements through systems and use case analysis

Capture and transform stakeholder needs, expectations, constraints, and interfaces into customer features and requirements

Develop system context models, use case models, user interface storyboards, business process flow models, and domain models

Write use case specifications

Identify and specify business rules and map rules to use cases

Mockup UI designs in Visio, VS.NET, or other UI prototyping tools

Define an appropriate set of requirements definition and management tasks and estimate the work for their tasks and backlog items

Provide support for review of requirements compliance and requirements management best practices and artifacts

Location and Travel Details

This is a remote position with occasional travel once (if needed).

Required For This Opportunity

Able to understand technical solutions to support driving troubleshooting cross teams

Understands releases, builds, deployment processes

Able to coordinate QA effort

Able to document requirements and user stories and facilitate discussions

Detail orientated

Experienced writing PBIs and managing ADO boards

Comfortable drafting communications to Product teams with implementation guidance

Able to assist in cross team discussions and collaborations

Able to multitask and prioritize

Nice to Have Skills

Experience with Scaled Agile Framework (SAFe) for Program Increment (PI) Planning

Knowledge of Hospitality industry domain strongly preferred

SAFe PM/PO, and CSM certifications strong preferred

Experience in custom application development on the AWS, Microsoft technology platform, Microsoft Office, and development tools to create innovative business solutions is strongly preferred

Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

#J-18808-Ljbffr

Minimum Requirements Possession of an active Top Secret (TS) clearance with Sensitive Compartmented Information (SCI) access and successful completion of a polygraph examination are mandatory for this position
Demonstrated experience tuning hyper-parameters of existing machine learning models for domain-specific data sets
Experience working with data science models testing, optimization, validation, and tests automation
Experience leveraging model management capabilities to track version control and maintain information about best-performing models, such as MLFLOW or similar
Demonstrated experience programming in Python
Demonstrated experience programming in other scripting languages, such as Bash
Demonstrated experience applying deep learning and machine learning processing libraries, including PyTorch, TensorFlow, Keras, and scikit
Demonstrated experience using Linux and Windows operating systems
Demonstrated experience using CUDA and NVIDIA GPU accelerated libraries for AI, machine-learning, and deep learning
Demonstrated experience with implementing data science workflows in cloud-based platforms (e.g., AWS, Azure, etc.)
Demonstrated experience developing and deploying machine learning models based on cybersecurity related workflows
Demonstrated experience working in Sponsor’s mission environment
Demonstrated experience developing and working with cyber data (e.g. netflow, pcap, credential, ip scans, etc.)
Demonstrated experience working with large language models and general artificial intelligence models
Demonstrated ability to creatively solve problems and an established track-record for working across organizations while effectively engaging with analysts, managers, developers, data scientists, and other stakeholders
Demonstrated experience working with the Sponsor’s startup incubator, to identify, evaluate, and transition commercial software tools
Demonstrated experience with functional evaluation of the Sponsor's proprietary software
Academic and or work experience in the fields of Data Science, Operations Research, or Computer Science
Smart people with a passion for technology
Strong technical capabilities with a consultancy mindset
Close involvement with local technical communities
A willingness to think outside of the box to provide innovative solutions to clients
Ability to solve challenging technical business problems
Continued Learning and Technical Excellence
Responsibilities As a Data Scientist, you will provide support for the customer's machine learning model development and deployment efforts specific to its cyber focus and targets
You will implement machine learning methodologies to triage large commercial datasets; identify topical, spatial, and time-based trends of interest within large amounts of commercial cyber data; and work with data science models testing, optimization, validation, and tests automation
As a Data Scientist, you will also integrate machine learning models into software through inference engines, machine learning pipelines, and other approaches and communicate and work effectively with cross-functional team members including but not limited to data analysts, data scientists, external stakeholders, management, and software solutions integrators
Work in a team with other smart AIS employees and use cutting-edge technologies to solve challenging enterprise problems
Advise and assist in integration of AI/ML capabilities into the existing enterprise applications as required
Advise about the feasibility of technical requirements and the plausibility of technical claims
Be responsible for reviewing commercial, open source, and government-provided technical information, systems, and demonstrations to evaluate claims of system performance and capabilities
Company information
AIS (Applied Information Sciences) specializes in IT transformation for large commercial and federal enterprises, delivering compliant and transformative cloud and data solutions that speed up time to value, sunset legacy technology, and accelerate innovation. Our expertise lies in the highly regulated environments leading migration and modernization, DevSecOps, security and compliance, custom app development, and data intelligence. Our customers include a broad range of organizations, from start-ups to Fortune 100 companies, and include state and local governments as well as defense and national security agencies. Our analysis-driven approach to solving business problems—combined with our commitment to deadlines and budgets—results in successful projects and long-term relationships with our clients. We're a leading Microsoft cloud partner with proven capabilities and a track record of success, holding 7 Advanced Specializations, 15 competencies, and Solutions Partner Designations for Infrastructure, Digital & App Innovation, Data & AI, Security, and Modern Work. Founded in 1982, we are headquartered in Reston, Virginia, with regional offices across the US and a development center in Hyderabad, India. AIS employs a transatlantic distributed employee base of 1,000. For more information, visit www.ais.com.

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<h3>Minimum Requirements </h3><ul><li>Possession of an active Top Secret (TS) clearance with Sensitive Compartmented Information (SCI) access and successful completion of a polygraph examination are mandatory for this position </li><li>Demonstrated experience tuning hyper-parameters of existing machine learning models for domain-specific data sets </li><li>Experience working with data science models testing, optimization, validation, and tests automation </li><li>Experience leveraging model management capabilities to track version control and maintain information about best-performing models, such as MLFLOW or similar </li><li>Demonstrated experience programming in Python </li><li>Demonstrated experience programming in other scripting languages, such as Bash </li><li>Demonstrated experience applying deep learning and machine learning processing libraries, including PyTorch, TensorFlow, Keras, and scikit </li><li>Demonstrated experience using Linux and Windows operating systems </li><li>Demonstrated experience using CUDA and NVIDIA GPU accelerated libraries for AI, machine-learning, and deep learning </li><li>Demonstrated experience with implementing data science workflows in cloud-based platforms (e.g., AWS, Azure, etc.) </li><li>Demonstrated experience developing and deploying machine learning models based on cybersecurity related workflows </li><li>Demonstrated experience working in Sponsor’s mission environment </li><li>Demonstrated experience developing and working with cyber data (e.g. netflow, pcap, credential, ip scans, etc.) </li><li>Demonstrated experience working with large language models and general artificial intelligence models </li><li>Demonstrated ability to creatively solve problems and an established track-record for working across organizations while effectively engaging with analysts, managers, developers, data scientists, and other stakeholders </li><li>Demonstrated experience working with the Sponsor’s startup incubator, to identify, evaluate, and transition commercial software tools </li><li>Demonstrated experience with functional evaluation of the Sponsor's proprietary software </li><li>Academic and or work experience in the fields of Data Science, Operations Research, or Computer Science </li><li>Smart people with a passion for technology </li><li>Strong technical capabilities with a consultancy mindset </li><li>Close involvement with local technical communities </li><li>A willingness to think outside of the box to provide innovative solutions to clients </li><li>Ability to solve challenging technical business problems </li><li>Continued Learning and Technical Excellence </li> </ul><h3>Responsibilities </h3><ul><li>As a Data Scientist, you will provide support for the customer's machine learning model development and deployment efforts specific to its cyber focus and targets </li><li>You will implement machine learning methodologies to triage large commercial datasets; identify topical, spatial, and time-based trends of interest within large amounts of commercial cyber data; and work with data science models testing, optimization, validation, and tests automation </li><li>As a Data Scientist, you will also integrate machine learning models into software through inference engines, machine learning pipelines, and other approaches and communicate and work effectively with cross-functional team members including but not limited to data analysts, data scientists, external stakeholders, management, and software solutions integrators </li><li>Work in a team with other smart AIS employees and use cutting-edge technologies to solve challenging enterprise problems </li><li>Advise and assist in integration of AI/ML capabilities into the existing enterprise applications as required </li><li>Advise about the feasibility of technical requirements and the plausibility of technical claims </li><li>Be responsible for reviewing commercial, open source, and government-provided technical information, systems, and demonstrations to evaluate claims of system performance and capabilities </li> </ul>Company information AIS (Applied Information Sciences) specializes in IT transformation for large commercial and federal enterprises, delivering compliant and transformative cloud and data solutions that speed up time to value, sunset legacy technology, and accelerate innovation. Our expertise lies in the highly regulated environments leading migration and modernization, DevSecOps, security and compliance, custom app development, and data intelligence. Our customers include a broad range of organizations, from start-ups to Fortune 100 companies, and include state and local governments as well as defense and national security agencies. Our analysis-driven approach to solving business problems—combined with our commitment to deadlines and budgets—results in successful projects and long-term relationships with our clients. We're a leading Microsoft cloud partner with proven capabilities and a track record of success, holding 7 Advanced Specializations, 15 competencies, and Solutions Partner Designations for Infrastructure, Digital & App Innovation, Data & AI, Security, and Modern Work. Founded in 1982, we are headquartered in Reston, Virginia, with regional offices across the US and a development center in Hyderabad, India. AIS employs a transatlantic distributed employee base of 1,000. For more information, visit #J-18808-Ljbffr

If you're seeking a sense of community and the ability for growth, look no further. Since 1982, we have been 100% dedicated to our people. Our approach permits greater ownership for individuals and welcomes input into decisions for a thriving workplace and happy employees. Our people are the core reason for AIS' success. As an employee owned company, we are looking for individuals that are passionate about finding innovative solutions, and excited about emerging technologies and capabilities. Job Description On-Site Cleared Lead Software Engineer Join AIS as we assist our client with some of the most exciting cutting-edge cloud technologies to asst with our country's intelligence projects. As our client sponsor works to modernize systems and move mission applications to the cloud. Seeking software engineering and development support to create custom applications, scripts, or solutions in support of requirements for analysis on high priority intelligence issues. AIS is looking for someone passionate about helping our country's defense through a 100% on-site position. TS/SCI with full-scope poly is required. What you will be doing Create custom tool sets; custom software, data extract, transform and load solutions for a wide variety of datasets and deliver those solutions via various infrastructure configurations such as on cloud infrastructure, on-premises-and-cloud hybrid infrastructure, or on local infrastructure. Use coding best practices and adhere to security requirements to develop innovative user interface designs in response to analyst, user analyses, product innovation, technology, and business needs. Provide support or create databases to connect to applications, as necessary. Ensure user interface guidelines and standards are followed during the development and maintenance of the product. Present design concepts and negotiate with stakeholders to arrive at a design that supports both the business need and a strong user experience. Conduct and participate in product usability tests. Communicate and work effectively with cross-functional team members including but not limited to analysts, data scientists, management, project managers, and software solutions integrators. Maintain existing applications or developed applications per required enterprise or local requirements such as patching or other updates or upgrades. Create or maintain documentation on technical solutions to include architecture diagrams, minimum viable product templates, user guides, user or functional testing instructions, quick references, development framework guides, APIs, and documentation related to technical solutions developed. integrated team of Sponsor staff and contractors. Location Will work onsite in McLean, VA. Security Clearance and Citizenship Requirements TS/SCI with full scope polygraph Skill Required Our client does not require specific years of experience, but rather we are looking for you to show demonstratable experience for the following skillsets. Not a 100% match? That is okay Consider applying if you have most of the required skillsets. Demonstrated experience with setting up and maintaining Cloud based DevOps functionality. Demonstrated experience with Java, JavaScript, Python or similar development languages and associated frameworks for applications development such as Flask, ReactJS or similar. Demonstrated experience working with data in, and developing applications with, Sql and NoSQL databases. Demonstrated experience documenting system design and architecture. Demonstrated strong coordination and collaboration skills with ability to work successfully across organizational boundaries. Demonstrated experience with performance tuning, monitoring, troubleshooting and de-bugging applications and services. Demonstrated experience developing, deploying and maintaining containerized applications and databases. Nice to have skills Demonstrated experience with the Sponsor's deployment of AWS, experience deploying applications within the Sponsor's environment. Demonstrated experience working in an Agile software development cycle. Demonstrated experience with Sql and NoSQL databases. Demonstrated experience with geospatial data, visualization, and relevant analytic methods and tools. Demonstrated experience manipulating large datasets. Demonstrated experience with open-source data engineering tools and processes. Applied Information Sciences is an Equal Opportunity Employer and does not discriminate on the basis of race, national origin, religion, color, gender, sexual orientation, age, disability, protected veteran status, or any other basis covered by law. Employment decisions are based solely on qualifications, merit, and business need.

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