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Unity Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Unity Interview Guides

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

What’s the difference between Lasso and Ridge Regression?

Under what circumstances is it recommended to use Lasso regression over Ridge regression?

Under what circumstances is it recommended to use Lasso regression over Ridge regression?

Lasso vs Ridge

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

Unity Salaries by Position

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Executive Recruiter & Sourcing Leader at Unity Technologies   The opportunity

At Unity, inclusion is championed through the core values of Empathy, Respect, and Opportunity. In a collaborative and rapidly evolving environment, we are committed to solving challenging problems and empowering the creative success of our community. At Unity, your contributions will make a difference. As part of the Ads Applied Research team, you'll help shape groundbreaking systems that enable creators to unlock the full potential of their work.

Join our team and play a meaningful role in advancing Unity’s Ads strategy. You will focus on elevating applied research and developing innovative machine learning solutions to optimize Unity’s ad networks, marketplace, and audience tools.

What You'll Be Doing

Design and implement advanced machine learning models and algorithms to address complex business challenges effectively.
Stay at the forefront of machine learning research to continually enhance Unity's Ad platform capabilities through innovative solutions.
Optimize and improve machine learning practices to establish Unity as a groundbreaking leader in the industry.
Analyze data and validate hypotheses on new models and datasets to refine and expand their potential use cases.
Collaborate with product and engineering teams to communicate data and machine learning requirements, guiding the future vision of Ads at Unity.
What We're Looking For

A proven track record of guiding machine learning development to ensure innovative and impactful outcomes.
Hands-on experience with modeling frameworks such as TensorFlow or PyTorch, including insights into model architectures and performance mechanisms.
Proven ability to translate cutting-edge research into practical, high-impact product innovations.
Effective written/verbal communication skills to articulate the efficacy and interpretation of machine learning models.
Proficiency in data analysis and statistical methods to uncover challenges and identify growth opportunities.
You might also have

A dedication to Unity’s core value of “In It Together,” fostering collaboration and teamwork in solving complex challenges.
A growth mindset, viewing challenges as opportunities to innovate and enhance your skills.
Passion for driving results that support Unity’s mission to empower creators and deliver value.
Additional Information

Relocation support is not available for this position.
Life at Unity

Unity [NYSE: U] is the leading platform to create and grow games and interactive experiences. Creators, ranging from game developers to artists, architects, automotive designers, infrastructure experts, filmmakers, and more, use Unity to bring their imaginations to life across multiple platforms, from mobile, PC, and console, to spatial computing.

As of the third quarter of 2024, more than 70% of the top 1,000 mobile games were made with Unity, and in 2024, Made with Unity applications had an average of 3.7 billion downloads per month. For more information, please visit Unity.

Unity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. If there are preparations or accommodations we can make to help ensure you have a comfortable and positive interview experience, please fill out this form to let us know.

Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

This position requires the incumbent to have a sufficient knowledge of English to have professional verbal and written exchanges in this language since the performance of the duties related to this position requires frequent and regular communication with colleagues and partners located worldwide and whose common language is English.

Headhunters and recruitment agencies may not submit resumes/CVs through this Web site or directly to managers. Unity does not accept unsolicited headhunter and agency resumes. Unity will not pay fees to any third-party agency or company that does not have a signed agreement with Unity.

Your privacy is important to us. Please take a moment to review our Prospect Privacy Policy and Applicant Privacy Policy. Should you have any concerns about your privacy, please contact us at DPO@unity.com.

Note: Certain locations require a good faith disclosure of the base pay for the role. The actual base pay for the successful candidate may differ based on location and level.
Gross pay salary

$183,700—$248,600 USD

Seniority level   Mid-Senior level
Employment type   Full-time
Job function   Engineering and Information Technology
Software Development

#J-18808-Ljbffr

Work Location: Kochi, India Unity Infotech (www.unityinfotech.com) is a leading financial technology firm providing core expertise in banking and financial services. With more than a decade of experience serving as a trusted strategic partner for banks and financial institutions, we are renowned for our innovative and user-friendly solutions.Headquartered in Dubai, with research & development and support centers in India and Bahrain, employees at Unity Infotech have been building many mission-critical banking and financial solutions. It is our in-depth knowledge of the financial industry and innovative technologies that enable us to help our clients remain sustainable, competitive and profitable, amidst all challenges. At Unity Infotech, you will have the opportunity to challenge yourself by being part of a strong, vibrant and diverse team developing next generation solutions for the banking & payments industry using the latest platforms, tools and techniques. Desired Skills & Competencies:Who You AreYou will have at least 5 years or more of experience in a similar role with deep domain expertise in the Banking/Finance domains.Experience in pre-sales and business proposals is desired.Excellent communication skills and confidence in identifying, negotiating and mitigating difficult circumstances like demanding stakeholders and changing requirements scope.Good interpersonal skills, critical thinking and presentation skills. What You Will DoYou will be responsible for creating the business and/or functional requirements necessary for creating software products that meet customer needs, expected delivery dates and exceptional quality standards.Analysis of new business requirements/strategic road map for client specific enhancements and translation into product-specific designs/detailed Requirement Definitions and Use Cases.Support the development team during the software build process (consultancy, documentation, review etc.).Production and review of test plans for new developments/releases/reports.Production and review of high-level requirements specifications/functional analysis.Functional testing of new developments/releases. Review Product Documentation.Demonstration of new functionality and seeking inputs on future direction of product (understand client requirements).Review User Manuals.Provide internal training in the Banking Domain.Production of User Acceptance Criteria and DocumentsPerform Specification, Design, Testing and Documentation of the development projects and related needs.Functional testing of new developments/releases.Initiate and lead user focus groups.

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