Best suited to senior engineers with production ML infrastructure experience working in high-scale distributed systems and ad tech domains.
Derived from job-description analysis by Serendipath's career intelligence engine.
Original posting from Unity
The opportunity
Unity is looking for a Senior Machine Learning Infrastructure Engineer to join our Vector Ads team, where we build the real-time systems that power Unity's global advertising platform. This is a high-scale, low-latency environment — processing billions of requests daily to deliver fast, relevant ads to players around the world.
You'll build and operate the infrastructure that brings ML models from training into production, ensuring our ranking, bidding, and targeting systems run reliably at scale. This is a great opportunity for an engineer who's excited to work at the intersection of ML systems and distributed infrastructure, collaborate across teams, and have direct impact on how machine learning shapes the player and advertiser experience.
What you'll be doing
Design, build, and maintain the infrastructure that serves ML models in real-time across Unity's ads ecosystemBuild and operate scalable model serving pipelines — owning latency, throughput, and reliability in a high-QPS production environmentPartner with ML engineers to productionize models, manage model deployments, and improve iteration speedImprove observability, performance, and cost-efficiency of ML serving infrastructureContribute to architectural decisions around feature serving, model versioning, and inference optimizationWhat we're looking for
Experience building and operating ML infrastructure or model serving systems in productionProficiency in Golang or Python, with strong systems engineering fundamentalsHands-on experience with Kubernetes and container orchestration at scaleFamiliarity with ML serving frameworks such as Ray Serve, Triton, TorchServe, or similarUnderstanding of distributed systems, API design, and system reliabilityStrong collaboration and communication skills in a remote-first environmentYou might also have
Experience with feature stores, feature pipelines, or online/offline feature servingBackground in ad tech, real-time bidding, or programmatic advertising systemsFamiliarity with infrastructure-as-code such as TerraformExperience with observability tooling — Prometheus, Grafana, OpenTelemetryBackground with real-time data pipelines, caching layers, or low-latency serving systemsAdditional information
Relocation support is not available for this positionBenefits
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 a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. 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.
Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
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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*Note: Certain locations require a good faith disclosure of the base salary range for the role. The actual salary for the successful candidate may differ based on location, experience, and other job-related factors.
Gross pay salary$183,700—$248,600 USD
Source: Unity careers