Unity Technologies

Sr. Machine Learning Engineer, Ads Modeling

Unity Technologies$160K — $250K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in machine learning, particularly in user behavior modeling.
  • Proficient in Python and Pytorch, with deep understanding of deep learning frameworks.
  • Solid background in metric design and large-scale data analysis.
  • Experience with distributed computing frameworks is required.
  • Ability to manage projects from inception to delivery, with focus on measurable business impacts.

Responsibilities

  • Understand Unity's advertising business and user interaction data.
  • Conduct foundational research for new machine learning models.
  • Rapidly validate models using large-scale user data and computation.
  • Collaborate with engineering and product teams to implement research findings.
  • Advance ads recommendation algorithms for personalized user experiences.

Benefits

  • Comprehensive health, life, and disability insurance.
  • Commute subsidy for employees.
  • Employee stock ownership opportunities.
  • Competitive retirement and pension plans.
  • Generous vacation and personal days policy.
  • Support for new parents through dedicated leave and family care programs.
  • Access to mental health and wellbeing programs.
  • Employee Resource Groups for community support.
  • Training and development programs to further career growth.
  • Volunteering and donation matching opportunities.
Full Job Description
The Opportunity

Unity Vector represents the next generation of our AI-powered advertising ecosystem-a forward-looking evolution of our machine learning infrastructure and models.

We are seeking a Senior Machine Learning Engineer to join our Vector Ads Modeling team. In this role, you will work with a high-impact team to advance ads recommendation algorithms to deliver personalized ads experience.

What you'll be doing
  • Understand Unity ads business, including product offering, advertisers goals, ads serving funnel, and rich real-time and dynamic user interaction data.
  • Drive foundational research for new models and paradigms.
  • Leverage rich user data and large-scale compute to validate models rapidly.
  • Collaborate closely with engineering and product teams to productionalize research.

What we're looking for
  • Expertise: Hands-on experience applying state-of-the-art machine learning and deep learning models to complex real-world problems, specifically in the domains of user behavior modeling. Proficiency in Python, Pytorch and deep learning frameworks.
  • Data & Analytics: Solid understanding of metric design, large-scale data analysis, and distributed computing frameworks.
  • Strategic Impact: Proven ability to drive projects end-to-end, solving critical cross-team problems and delivering measurable business results.


Salary Range: $160,000 to $250,000

This range reflects the anticipated base salary for this position. Beyond base salary, this role may be eligible for equity awards and participation in our company incentive plans (such as annual discretionary bonuses or sales commissions). The final offer amount will depend on several factors, including geographic location and the candidate's relevant experience, professional background, and skill set.

Benefits

At Unity, we want our team members to thrive. We offer a wide range of benefits designed to support well-being and work-life balance.

Please note: Benefits eligibility, specific offerings, and coverage vary based on the country and employment status.

While specific benefits vary, here are some of the ways we strive to take care of our eligible team members globally: Comprehensive health, life, and disability insurance | Commute subsidy | Employee stock ownership | Competitive retirement/pension plans | Generous vacation and personal days | Support for new parents through leave and family-care programs | Office food snacks | Mental Health and Wellbeing programs and support | Employee Resource Groups | Global Employee Assistance Program | Training and development programs | Volunteering and donation matching program

About Unity Technologies

Unity Technologies is a software company that provides a platform for creating and operating interactive, real-time 3D content. The company's platform is used by game developers, architects, automotive designers, filmmakers, and other creators to build and distribute interactive experiences. Unity Technologies was founded in 2004 and is headquartered in San Francisco, California. The company has offices in North America, Europe, and Asia.
Learn more about Unity Technologies
Size
4,000 employees
Industry
Founded
2004

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