Preply
Senior ML Platform Engineer (GenAI Platform)
Kyiv, Remote. Posted a month ago
The role
You will design and build systems behind production GenAI workloads. You will drive the expansion of the GenAI Platform and turn engineering needs into self-service capabilities.
What you will do
- Architect unified gateway with automated routing, quota controls, and resilient fallback systems.
- Drive system efficiency and low latency via traffic management, caching, and cost controls.
- Establish evaluation mechanisms for model output precision, stability, and safety.
- Deliver system observability including tracing, telemetry, cost analytics, and monitoring.
- Standardize prompt engineering workflows with versioning, testing, and CI/CD integrations.
- Embed platform guardrails to enforce policies and safe production defaults.
- Maintain sustainable incident response, blameless postmortems, and monitoring.
Required qualifications
- 5+ years designing, building and operating backend services or ML infrastructure handling production traffic.
- Strong Python skills and experience building developer-facing APIs/SDKs or shared libraries.
- Practical experience with GenAI systems, including vector retrieval, external provider APIs, and common issues.
- AI Expertise as a forefront user of Agentic AI.
- Sound knowledge of distributed systems, including high availability, concurrency, caching and rate limiting.
- Experience with at least one major public cloud, its services and infrastructure.
- Hands-on experience with distributed tracing, system telemetry, SLOs, and incident triage.
- Strong communication skills.
- C1 English level.
- Willingness to join a paid on-call rotation.
Nice to have
- Experience operating AI gateways or scalable model serving infrastructure.
- Familiarity with evaluation suites, prompt management, vector databases, or customized GenAI observability tooling.
- Experience with Metaflow, Databricks, or AWS SageMaker.
- Knowledge of hosting open-source foundation models, optimizing GPU compute, dynamic scaling, and infrastructure cost controls.
- Familiarity with agentic workflows, multi-agent frameworks and tool-use patterns.
Benefits
- Open, collaborative, dynamic, and diverse culture.
- Generous monthly allowance for lessons on Preply.com.
- Learning & Development budget, including time off for your self-development.
- Competitive financial package with equity and leave allowance.
About the company
Preply is a category-defining company that helps people discover tutors and craft personalised learning journeys. It has reached unicorn status with a $150M Series D.