
ML Inference Platform Engineer
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Job description
About the Position
Join our team as an ML Inference Platform Engineer to build reliable infrastructure for model serving, focusing on latency, throughput, and cost visibility.
Responsibilities
- Design model-serving paths, batching, routing, and rollout mechanisms.
- Profile GPU utilization, memory pressure, tail latency, and failure recovery.
- Build load tests, observability, and repeatable deployment procedures.
Requirements
- Experience operating backend or ML infrastructure under production load.
- Strong Linux and networking fundamentals, with Python, Go, Rust, or C++.
- Ability to compare serving approaches using realistic workloads and cost constraints.
Useful Evidence
- An infrastructure project with measured performance and operational lessons.
- GPU profiling, distributed inference, and custom kernels are useful experience.
Working Terms
- Startup culture, a goal-oriented team, and a research mindset.
- The opportunity to apply your engineering skills to tools and systems for fellow engineers and help shape the future of AI.
- Latest-generation MacBook Pro.
- An in-house GPU cluster for training and experimentation.
- 20 working days of annual leave.
- English courses, educational events, and conferences.
- Medical insurance.
Tools & Systems
NVIDIA Dynamo, vLLM, TensorRT-LLM, Kubernetes, OpenTelemetry.
Relevant experience matters more than knowing every tool listed.
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ML Inference Platform Engineer
Build the infrastructure that serves models reliably and makes latency, throughput, and operating cost visible.
Location
Kyiv / remote
Experience
Senior
Working Arrangement
Arrangement to be discussed
© DataRoot Labs. This job description was sourced from the employer's public career page. TheJob is not the employer — we index the posting and route candidates to the source. All content rights and hiring decisions belong to the employer.
We areDataRoot Labs(DRL) — a team of experts with an ambition to help Ukrainian Data Science and AI industries flourish. We’ve been creating R&D for well-funded startups from Europe, Israel, and the US since 2016.We enjoy working on complex AI projects using state-of-the-art technologies and solutions. The harder the challenge, the funnier the project.Our team is not only a band of enthusiasts and professionals but also a place for great individuals with a strong get-shit-done attitude. Everyone believes that most of the time, bureaucracy is what stops us from doing more. That’s why the team structure is flat — you can talk to anyone for collaboration, ideas sharing or ask for help.Our office is in the Kyiv downtown, with a magnificent360-viewon the Ukrainian capital.In 2017, we startedDataRoot Universitywith a goal to deliver the most comprehensive data science and machine learning courses completely for free.Visit ourwebsiteto learn more.Follow us on social media:LinkedInTelegram channel
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