Globaldev Group

Senior Machine Learning Engineer

Globaldev Group

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇵🇱 Poland

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Job Level

Senior

Tech Stack

AWSCloudGoogle Cloud PlatformGrafanaKafkaKubernetesNoSQLPrometheusPythonRedis

About the role

  • Own and lead the design and development of low-latency Algo inference services handling billions of requests per day.
  • Build and scale robust real-time decision-making engines, integrating ML models with business logic under strict SLAs.
  • Collaborate closely with DS to deploy models seamlessly and reliably in production.
  • Design systems for model versioning, shadowing, and A/B testing at runtime.
  • Ensure high availability, scalability, and observability of production systems.
  • Continuously optimize latency, throughput, and cost-efficiency using modern tooling and techniques.
  • Work independently while interfacing with cross-functional stakeholders from Algo, Infra, Product, Engineering, BA & Business.

Requirements

  • B.Sc. or M.Sc. in Computer Science, Software Engineering, or a related technical discipline.
  • 5+ years of experience building high-performance backend or ML inference systems.
  • Deep expertise in Python and experience with low-latency APIs and real-time serving frameworks (e.g., FastAPI, Triton Inference Server, TorchServe, BentoML).
  • Experience with scalable service architecture, message queues (Kafka, Pub/Sub), and async processing.
  • Strong understanding of model deployment practices, online/offline feature parity, and real-time monitoring.
  • Experience in cloud environments (AWS, GCP, or OCI) and container orchestration (Kubernetes).
  • Experience working with in-memory and NoSQL databases (e.g. Aerospike, Redis, Bigtable) to support ultra-fast data access in production-grade ML services.
  • Familiarity with observability stacks (Prometheus, Grafana, OpenTelemetry) and best practices for alerting and diagnostics.
  • A strong sense of ownership and the ability to drive solutions end-to-end.
  • Passion for performance, clean architecture, and impactful systems.
Benefits
  • Polish public holidays.
  • 20 working days per year is Non-Operational Allowance and settled to be used for personal recreation matters and are compensated in full. These days have to be used within the year, with no rollover to the next calendar year.
  • Health Insurance.
  • Gym Subscription (Multisport).

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
Pythonlow-latency APIsreal-time serving frameworksFastAPITriton Inference ServerTorchServeBentoMLscalable service architecturemessage queuesasync processing
Soft skills
strong sense of ownershipability to drive solutions end-to-endcollaborationindependence