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    Staff Machine Learning Engineer, Vector Bidding Science

    Staff Machine Learning Engineer, Vector Bidding Science

    Unity

    Mountain View, CA โ€ข On-site

    Full-time

    Posted 27 days ago


    Job description

    Job Summary:
    Unity is the worldโ€™s leading game engine, powering play for more than 3 billion consumers each month. They are looking for Staff Machine Learning Engineers to join their Vector Bidding Science team to define the technical vision and architect scalable real-time bidding systems using AI and advanced optimization frameworks.
    Responsibilities:
    โ€ข Design, implement, and optimize core bidding algorithms and auction mechanisms
    โ€ข Architect and scale bid landscape forecasting capabilities
    โ€ข Analyze large-scale marketplace dynamics to uncover deep insights and deliver algorithmic improvements
    โ€ข Drive offline evaluations and online A/B experiments to validate model performance and deliver measurable business impact
    โ€ข Collaborate cross-functionally with product, infrastructure, and engineering teams
    Qualifications:
    Required:
    โ€ข Hands-on experience on state-of-the-art machine learning, reinforcement learning, and control theory to complex, real-world bidding or pricing problems
    โ€ข Strong software engineering skills in Python and experience with deep learning frameworks, preferably PyTorch
    โ€ข Solid understanding of metric design, online experimentation frameworks (A/B testing), and large-scale data analysis
    โ€ข Proven ability to lead projects end-to-end and deliver measurable business impact in an ambiguous technical landscape
    Preferred:
    โ€ข Experience working with large datasets and distributed computing frameworks (e.g., Spark, Ray, BigQuery, Flink)
    โ€ข Experience building real-time ad systems, specifically in DSP (Demand-Side Platform) bidding logic, survival analysis for market price estimation, or game-theoretic modeling
    โ€ข Experience leveraging AI tools (such as Claude Code, GitHub Copilot, and Cursor) to accelerate development
    Company:
    Unity [NYSE: U] offers a suite of tools to create, market, and grow games and interactive experiences across all major platforms from mobile, PC, and console, to extended reality. Founded in 2004, the company is headquartered in San Francisco, USA, with a team of 5001-10000 employees. The company is currently Late Stage.