Senior Machine Learning Engineer, Ads Modeling

Unity Software
Mountain View
Workplace: OnsiteFull timeUSD 160,000 - 250,000 annuallyFunction: Data Science & Machine LearningSkills: ["Cross-team collaboration","End-to-end ownership","Problem-solving","Project delivery"]

Build and evolve machine learning infrastructure and models for an AI-powered advertising ecosystem, focusing on ads recommendation algorithms for personalized user experiences. Partner with engineering and product teams to transform foundational research into production-ready systems. Use large-scale real-time and dynamic user interaction data, applying deep learning and user behavior modeling to validate models quickly and deliver measurable business results.

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FursaFursa
Unity Software
Unity Software
2 months ago

Senior Machine Learning Engineer, Ads Modeling

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 57 minutes agoStatus: Live

Job Summary

Build and evolve machine learning infrastructure and models for an AI-powered advertising ecosystem, focusing on ads recommendation algorithms for personalized user experiences. Partner with engineering and product teams to transform foundational research into production-ready systems. Use large-scale real-time and dynamic user interaction data, applying deep learning and user behavior modeling to validate models quickly and deliver measurable business results.
Location: Mountain View
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Understand the Unity ads business, including product offering, advertiser goals, ads serving funnel, and real-time/dynamic user interaction data.
  • •Drive foundational research for new ads modeling models and paradigms.
  • •Leverage rich user data and large-scale compute to validate models rapidly.
  • •Collaborate with engineering and product teams to productionalize research.
  • •Advance ads recommendation algorithms to deliver personalized ads experiences.

Pay and Benefits

Salary: USD 160,000 - 250,000 annually
Equity and Bonus:Equity
Perks:Health InsuranceLife InsuranceDisability InsurancePensionPaid LeaveParental LeaveEquityMeal AllowanceLearning Budget

Key Requirements

  • •Hands-on experience applying state-of-the-art machine learning and deep learning models to complex real-world problems, especially user behavior modeling.
  • •Proficiency in Python and PyTorch, along with deep learning frameworks.
  • •Solid understanding of metric design, large-scale data analysis, and distributed computing frameworks.
  • •Ability to drive projects end-to-end, solving critical cross-team problems and delivering measurable business results.
  • •Experience leveraging rich user data and large-scale compute to validate models rapidly.
Experience:AI-powered advertisingAds recommendationUser behavior modelingMachine learningDeep learning
Skills:Cross-team collaborationEnd-to-end ownershipProblem-solvingProject delivery
Languages:English
Tech Stack:PythonPytorchDeep learning frameworks

Company Brief

Unity Software
Develops the Unity real-time 3D development platform used to create, operate, and monetize interactive experiences and games across mobile, console, PC, and AR/VR platforms. Serves developers, studios, and enterprises worldwide.
Industry: Developer Tools
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Francisco, United States
Founded: 2004
Glassdoor
Glassdoor: 3.8
WebsiteLinkedIn