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Averity Interview Questions

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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?

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

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?

Averity Salaries by Position

We are looking for Senior Full-Stack Software Engineers in the DC Metro area with TS and/or TS/SCI clearances to join our organization. US Citizenship required due to the nature of the work.
We are a special arm of one of the most recognizable names in data and media. Due to the nature of our work and our client's work, we unfortunately cannot provide immense details into the projects you will be working on.
You will be working on Full-Stack development primarily with Javascript, React, Java, Spring/Boot all on AWS. You will be providing technical solutions for complex data and analysis platforms. There is quite a bit of work across the whole stack, but it is highly important that you have a solid understanding of engineering principals, fundamentals, and best practices.
As an engineer in this organization you will have the opportunity to wear many hats developing core components, new features and a variety of other technical projects. This includes heavy work utilizing Java Spring Boot and React in Microservice based architecture.
This position is onsite in a hybrid environment in McLean, VA.

We are looking for:
• Minimum 3 to 8 years professional engineering experience
• Current Top Secret (TS) or Top Secret/Sensitive Compartmented Information (TS/SCI) is a requirement
• Expertise in Java and Spring Boot
• Experience with Javascript and React
• Cloud based development with AWS
• Strong Communication

• DevOps and experience with Docker and Kubernetes is a major plus!
• Other plusses include: MongoDB, Snowflake, Elasticsearch
What is in it for you?
• This is full-time employment that includes Base Salary + Yearly Cash Bonus
• Base: Up to $165,000
• Full suite of benefits including medical, dental, vision, etc.
If you live in McLean Va or the DC Metro area please apply today for immediate consideration!

What Is The Job?

As the Staff Data Scientist you will lead in developing Predictive Models with a focus on Ad Score and Ad Account Health. You will be responsible for empowering our clients with data driven insights and solutions. Other responsibilities will include Data Analysis, Model Evaluation, Deployment & Integration and Feature Engineering.

Who Are We?

We are a digital marketing platform at the forefront of user generated content marketplaces for brands. We partner with some of the biggest brands in the world to drive business growth through innovative marketing strategies.

What Skills Do You Need?
Experience developing and deploying Predictive Models
Experience in Machine Learning techniques such as Regression, Classification, Clustering and Deep Learning
You have a Data Engineering Background/Experience
Experience with Data Manipulation, Feature Engineering and Model Evaluation
Proficient in Python and libraries such like TensorFlow, PyTorch or Scikit-learn
Outstanding communication skills
Strong problem solving skills
Compensation?     175k - 180k base salary (200k total comp)
Bonus
Medical, Dental, Vision
Life Insurance policy with buy up option
401k with 4% company match after 90 days
$50/month phone stipend
$50/week Seamless credit
Unlimited Paid Time Off
Paid Parental Leave
Eligible for salary review annually
Employee Referral Bonus opportunities
Client Referral Bonus opportunities

We are looking for Senior Full-Stack Software Engineers in the DC Metro area with TS and/or TS/SCI clearances to join our organization. US Citizenship required due to the nature of the work.We are a special arm of one of the most recognizable names in data and media. Due to the nature of our work and our client's work, we unfortunately cannot provide immense details into the projects you will be working on.You will be working on Full-Stack development primarily with Javascript, React, Java, Spring/Boot all on AWS. You will be providing technical solutions for complex data and analysis platforms. There is quite a bit of work across the whole stack, but it is highly important that you have a solid understanding of engineering principles, fundamentals, and best practices.As an engineer in this organization, you will have the opportunity to wear many hats developing core components, new features, and a variety of other technical projects. This includes heavy work utilizing Java Spring Boot and React in Microservice-based architecture.This position is onsite in a hybrid environment in McLean, VA.<h3>We are looking for:</h3><ol><li>Minimum 3 to 8 years professional engineering experience</li><li>Current Top Secret (TS) or Top Secret/Sensitive Compartmented Information (TS/SCI) is a requirement</li><li>Expertise in Java and Spring Boot</li><li>Experience with Javascript and React</li><li>Cloud-based development with AWS</li><li>Strong Communication</li><li>DevOps and experience with Docker and Kubernetes is a major plus!</li><li>Other plusses include: MongoDB, Snowflake, Elasticsearch</li></ol><h3>What is in it for you?</h3>This is full-time employment that includes Base Salary + Yearly Cash BonusBase: Up to $165,000Full suite of benefits including medical, dental, vision, etc.If you live in McLean VA or the DC Metro area please apply today for immediate consideration!
#J-18808-Ljbffr

We are looking for a Senior Software Engineer who is an expert in Python Development to join an early stage startup in accelerated growth mode.

Who are we?

We are an educational organization utilizing data to change the learning landscape and improve the advancement of fundamental education at the individual level.

What is the job?

We need a Senior Software Engineer who is an expert in Python who can join our team to advance our engineering systems in a number of different capacities.

First and foremost we need someone who can incrementally advance our systems over time while maintaining the current capabilities. You will be responsible for designing, coding, updating, and implementing solutions.

The core systems you will work on involve complex back-end data processing and automation.. It is imperative you have a strong understanding of Data and are capable of implementing robust data and pipeline automation solutions to improve efficiency.

While the majority of your work will focus on the back-end, there will be front-end aspects of the role as well. This includes advancements to our UI creating a seamless end user experience.

We are a small team and we are growing at a rapid pace. It is important to advance our engineering processes and tooling to provide the capabilities necessary to handle the evolution of our business.

What skill-set is required to be successful?

You are Senior level software engineer who brings 7+ years of production level experience
Expertise with Python developing back-end solutions and tooling
Experience developing robust data solutions including pipelining and automation
3rd Party API integrations
REST API development
Experience in both REST and GraphQL is ideal
Git for Version Control
Experience working on front-end in Typescript and React
What is in it for you?

This is an opportunity to join an extremely fast paced organization that is highly mission driven in the advancement of American Youth Education. Your work will directly impact education at the individual level. In addition we have 100% revenue growth year over year for the last five years.

We offer a highly competitive compensation and benefits package that includes:     Base Salary up to $190,000
Unlimited PTO
Medical, Dental, Vision
100% remote working environment working in the EST Time Zone
Childcare service memberships and much more!

Please apply now for immediate consideration, we are reviewing profiles and setting up interviews ASAP.

At this time we are only capable of supporting US Citizens and Green Card holders. Please no 3rd applications at this time.

Join Us as a Staff Data Scientist at the Forefront of Digital Marketing + Content Creation! Overview: Are you passionate about leveraging data to drive business success? We're seeking a talented Staff Data Scientist to spearhead projects and drive innovation in our dynamic environment. As a key member of our team, you'll have the opportunity to develop cutting-edge machine learning models, optimize ad performance, forecast trends, and much more. If you thrive in a collaborative environment and are ready to make a significant impact, we want to hear from you. Responsibilities: <ul> <li>Lead end-to-end development of machine learning models, from conception to deployment, addressing diverse challenges such as ad performance optimization, overall account health assessment, forecasting, and clustering. </li><li>Collaborate closely with the Head of Data and CTO to align data science initiatives with organizational goals and strategies. </li><li>Mentor and support the growth of junior Data Scientists/Analysts, fostering a culture of continuous learning and professional development. </li></ul>About Us: We're at the forefront of the digital marketing landscape, combining unparalleled expertise in digital marketing with innovative content creation strategies. Trusted by world-renowned brands, we empower our clients to stand out from the competition through creative and impactful marketing solutions. Conveniently located in Long Island City, our office offers a hybrid work model, providing flexibility and a vibrant work environment. Requirements: <ul> <li>Proven experience as a Data Scientist, with a track record of successfully translating projects from proof of concept to production, driving consistent and substantial revenue growth. </li><li>Proficiency in developing machine learning models from scratch using Python, along with expertise in key libraries and frameworks such as TensorFlow and PyTorch. </li><li>Strong communication skills, with the ability to effectively convey complex data insights to non-technical stakeholders, including C-suite executives, and demonstrate the positive impact on business outcomes. </li><li>Master's or PhD in relevant field. </li></ul>Compensation / Benefits: <ul> <li>Competitive compensation package, including a base salary + bonus of up to $200,000. </li><li>Comprehensive benefits package, including health, dental, and vision coverage. </li><li>401(k) plan with matching contributions, supporting your long-term financial goals. </li> </ul>

We are looking for a Lead Full-Stack Software Engineer who is an expert in Javascript/Typescript to join our team in New York City. If that sounds like you and want to get in on the ground floor of an innovative funded startup, then check this out Who are we? We are an early stage generative AI startup headquartered in NYC focused on disrupting and transforming the global recruitment landscape. What is the job? You will join the CEO, Director of Sales, and Director of Operations in a hybrid capacity in the New York City office as the first Engineering hire in the US. Working closely with the CTO you will take on a number of responsibilities including hands-on development and technical leadership surrounding our offshore development teams. This includes code reviews and overseeing the core development processes. Your core development responsibilities will include full-stack Javascript/Typescript development of our Generative AI HR platform and tooling. You will touch all aspects of the stack including Front-End (React), Back-End (Node/Nest), as well as portions of the AI. From a leadership perspective you will ensure all functions are merged into a cohesive codebase. What are the requirements for the role? Technical Leadership - developing and overseeing technical projects from start to finish 10 years of Hands-on Engineering experience Experience with code reviews, establishing best practices, and improving engineering standards In-depth knowledge of architecture and system design Expertise in Javascript, Typescript, React, and Nest.js Database experience utilizing MongoDB and Prisma Knowledge of DevOps and the deployment of new applications and features What is in it for you? This is an opportunity to get in on the ground floor of an early stage funded startup with high and fast growth potential. We are offering an excellent fully comprehensive compensation and benefits package that includes: Base Salary: Up to $220,000 DOE Excellent Equity Package Performance based bonus incentives Medical, Dental, Vision, 401k, Unlimited PTO, and much more This is a Hybrid role in New York City on-site 3 days a week.We are reviewing resumes and setting up screens ASAP.Please apply today for immediate consideration, we reviewing

We are looking for Senior Full-Stack Software Engineers in the DC Metro area with TS and/or TS/SCI clearances to join our organization. US Citizenship required due to the nature of the work. We are a special arm of one of the most recognizable names in data and media. Due to the nature of our work and our client's work, we unfortunately cannot provide immense details into the projects you will be working on. You will be working on Full-Stack development primarily with Javascript, React, Java, Spring/Boot all on AWS. You will be providing technical solutions for complex data and analysis platforms. There is quite a bit of work across the whole stack, but it is highly important that you have a solid understanding of engineering principals, fundamentals, and best practices. As an engineer in this organization you will have the opportunity to wear many hats developing core components, new features and a variety of other technical projects. This includes heavy work utilizing Java Spring Boot and React in Microservice based architecture. This position is onsite in a hybrid environment in McLean, VA. We are looking for: •Minimum 3 to 8 years professional engineering experience •Current Top Secret (TS) or Top Secret/Sensitive Compartmented Information (TS/SCI) is a requirement •Expertise in Java and Spring Boot •Experience with Javascript and React •Cloud based development with AWS •Strong Communication •DevOps and experience with Docker and Kubernetes is a major plus! •Other plusses include: MongoDB, Snowflake, Elasticsearch What is in it for you? •This is full-time employment that includes Base Salary + Yearly Cash Bonus •Base: Up to $165,000 •Full suite of benefits including medical, dental, vision, etc. If you live in McLean Va or the DC Metro area please apply today for immediate consideration!

We are looking for a Senior Software Engineer who is an expert in Python Development to join an early stage startup in accelerated growth mode. Who are we? We are an educational organization utilizing data to change the learning landscape and improve the advancement of fundamental education at the individual level. What is the job? We need a Senior Software Engineer who is an expert in Python who can join our team to advance our engineering systems in a number of different capacities. First and foremost we need someone who can incrementally advance our systems over time while maintaining the current capabilities. You will be responsible for designing, coding, updating, and implementing solutions. The core systems you will work on involve complex back-end data processing and automation.. It is imperative you have a strong understanding of Data and are capable of implementing robust data and pipeline automation solutions to improve efficiency. While the majority of your work will focus on the back-end, there will be front-end aspects of the role as well. This includes advancements to our UI creating a seamless end user experience. We are a small team and we are growing at a rapid pace. It is important to advance our engineering processes and tooling to provide the capabilities necessary to handle the evolution of our business. What skill-set is required to be successful? <ul> <li>You are Senior level software engineer who brings 7+ years of production level experience </li><li>Expertise with Python developing back-end solutions and tooling </li><li>Experience developing robust data solutions including pipelining and automation </li><li>3rd Party API integrations </li><li>REST API development </li><li>Experience in both REST and GraphQL is ideal </li><li>Git for Version Control </li><li>Experience working on front-end in Typescript and React </li></ul>What is in it for you? This is an opportunity to join an extremely fast paced organization that is highly mission driven in the advancement of American Youth Education. Your work will directly impact education at the individual level. In addition we have 100% revenue growth year over year for the last five years. We offer a highly competitive compensation and benefits package that includes: <ul> <li>Base Salary up to $190,000 </li><li>Unlimited PTO </li><li>Medical, Dental, Vision </li><li>100% remote working environment working in the EST Time Zone </li><li>Childcare service memberships and much more! </li></ul> Please apply now for immediate consideration, we are reviewing profiles and setting up interviews ASAP. At this time we are only capable of supporting US Citizens and Green Card holders. Please no 3rd applications at this time.

We are looking for Senior Full-Stack Software Engineers in the DC Metro area with TS and/or TS/SCI clearances to join our organization. US Citizenship required due to the nature of the work. We are a special arm of one of the most recognizable names in data and media. Due to the nature of our work and our client's work, we unfortunately cannot provide immense details into the projects you will be working on. You will be working on Full-Stack development primarily with Javascript, React, Java, Spring/Boot all on AWS. You will be providing technical solutions for complex data and analysis platforms. There is quite a bit of work across the whole stack, but it is highly important that you have a solid understanding of engineering principals, fundamentals, and best practices. As an engineer in this organization you will have the opportunity to wear many hats developing core components, new features and a variety of other technical projects. This includes heavy work utilizing Java Spring Boot and React in Microservice based architecture. This position is onsite in a hybrid environment in McLean, VA. We are looking for: Minimum 3 to 8 years professional engineering experience Current Top Secret (TS) or Top Secret/Sensitive Compartmented Information (TS/SCI) is a requirement Expertise in Java and Spring Boot Experience with Javascript and React Cloud based development with AWS Strong Communication DevOps and experience with Docker and Kubernetes is a major plus Other plusses include: MongoDB, Snowflake, Elasticsearch What is in it for you? This is full-time employment that includes Base Salary Yearly Cash Bonus Base: Up to $165,000 Full suite of benefits including medical, dental, vision, etc. If you live in McLean Va or the DC Metro area please apply today for immediate consideration

Who are we? We are a VC backed early stage startup that is currently in stealth mode. Our founders bring extensive experience in the problem we are aiming to solve and have worked for some of the most recognizable organizations in technology. In short, without divulging too much, we are developing a platform to solve security issues and streamline workflows at scale. What is the job? As a Senior Data Engineer you will be responsible for multiple steps of the data pipeline. You will explore the data ingested (Data Explorations)design and optimize a complex data pipeline that processes millions of security alerts and assets. The goal is to automate security findings and remediations for large organizations. The pipeline is written in Python, deployed to AWS as ECS via CDK. You will also do Integrations with external API tools like Crowdstrike, Qualys, Wiz, Orca. What skills are we looking for? <ul> <li>Python </li><li>Spark </li><li>AWS </li><li>Algorithmic Design </li><li>Optimizations </li><li>Experience working in the Cyber Security Space (Preferred not required) </li><li>You ideally have both start-up and enterprise level engineering experience (Preferred not required) </li><li>MS or PhD in Computer Science (Preferred not required) </li></ul>What is in it for you? This is an opportunity to join a ground floor organization doing greenfield development that will disrupt the way in which security and engineering interact. We offer a highly competitive compensation and benefits package: <ul> <li>Base Salary- $185,000- $210,000 </li><li>Potential Sign On Bonus </li><li>Yearly Bonus </li><li>Equity </li><li>Benefits- Medical, Dental, Vision </li></ul>Other Perks: <ul> <li>Fully Remote (Bay Area or New York area is a bonus, we love to get together from time to time) </li></ul> We highly promote diversity in the workforce and encourage all applicants of all backgrounds to apply. For immediate consideration, please apply today! We are screening and setting up interviews ASAP!

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