Unity Technologies

Senior Machine Learning Engineer, Ads Modeling

Unity Technologies • $188K — $244K *
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of hands-on experience in machine learning and deep learning models.
  • Proficiency in programming with Python and Pytorch.
  • Deep understanding of user behavior modeling.
  • Expertise in metric design and data analysis.
  • Familiarity with distributed computing frameworks.

Responsibilities

  • Understand the advertising business and user interaction dynamics.
  • Drive foundational research for innovative machine learning models.
  • Validate models using large-scale user data.
  • Collaborate with engineering and product teams to implement research findings into production.
  • Advance ads recommendation algorithms for personalized user experiences.

Benefits

  • Comprehensive health, life, and disability insurance.
  • Commute subsidy and office snacks.
  • Employee stock ownership options.
  • Competitive retirement/pension plans.
  • Generous vacation and personal days.
  • Support for new parents with leave and family-care programs.
  • Access to mental health and well-being support.
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-performing high-impact team to advance ads recommendation algorithms to deliver personalized ads experience.

What you'll be doing
  • Understand 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.


Additional information

Gross Annual Salary:

Zone A: $188,200 - $244,600

Zone B: $167,200 - $217,300

Zone C: $148,700 - $193,300

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

Similar Jobs

More Jobs at Unity Technologies

More Consumer Technology Jobs

Find similar Senior Machine Learning Engineer, Ads Modeling jobs: