Senior Machine Learning Engineer, Content Understanding & Moderation

What You’ll Do

Execute on the multimodal content representation strategy across video, image, playable, audio, and text, so that one set of foundations serves both relevance and moderation rather than two divergent stacks

Partner with product, engineering, science teams to translate regulatory and contractual obligations into objectives an ML system can be measured against

Define what good looks like where labels are scarce, noisy, and genuinely contested, and build the evaluation and labeling infrastructure that makes it measurable

Build the shared foundations other teams depend on, including content embeddings, game level features, evaluation harnesses, and labeling pipelines

What We’re Looking For

Experience in multimodal machine learning combining vision and language, with video experience especially relevant

Experience owning a trust and safety, content moderation, brand safety, or policy enforcement system in production, where being wrong in either direction carried real consequences

Experience operating where labels are scarce, ambiguous, or disputed, and where the definition of a violation shifts over time

Experience adapting foundation models for production use, including fine-tuning, distillation, and optimization for latency and cost

Strong programming skills in Python and experience running production ML systems on a serving path, with fluency in latency, throughput, and cost tradeoffs

Experience reviewing and remaining accountable for production code, including code produced with AI assistance

You might also have (optional)

Familiarity with regulatory and policy regimes affecting advertising content, such as DSA, child-directed treatment, and regional advertising standards

Strong systems thinking, with the ability to reason about performance, scalability, reliability, and cost tradeoffs in distributed systems

Base Salary Range: ¥341,000 - ¥943,000 CNY gross

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

Life at Unity

Unity [NYSE: U] is the world’s leading game engine, powering play for more than 3 billion consumers each month. The top mobile games in the world, the most played PC indie titles, the most innovative console games, and virtually all of the top XR and Web Games are developed, deployed, and grown in Unity. Unity also enables teams across industries like automotive, manufacturing, and healthcare to design, simulate, and collaborate in 3D — closing the gap between ideas and reality. For more information, please visit www.unity.com.

Unity is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. Therefore, we provide employment opportunities without regard to age, race, color, ancestry, national origin, disability, gender, or any other protected status in accordance with applicable law. If you have a disability that means 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.

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.

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