Mid‑Level Machine Learning Engineer

Dreamlab Technologies Ltd Казахстан, Астана, проспект Туран, 55А 2025-07-22 13:11:19

Описание

As a Mid‑Level Machine Learning Engineer, you’ll contribute to the design, development, and deployment of ML-driven features. You’ll work on pre‑training smaller models, implementing RAG pipelines for specific use cases, and deploying models to production with guidance from senior engineers

Key Responsibilities:

  • Assist in building data pipelines for model training
  • Run and monitor experiments for fine‑tuning pre‑trained transformer models
  • Integrate vector stores into RAG workflows under guidance
  • Fine‑tune or adapt retriever models (e.g., DPR) and generator models for domain tasks
  • Develop REST or gRPC inference endpoints (FastAPI, Flask)
    Contribute to CI/CD pipelines for model builds and deployments (Gitlab CI/CD, Jenkins)
  • Instrument inference services with basic monitoring (Prometheus metrics, Grafana dashboards)
  • Support data labelling workflows and periodic retraining jobs
  • Track experiments
  • Work cross‑functionally with data scientists, DevOps, and product teams
Experience:
  • 1–2 years in applied machine learning or data science roles.
  • Hands‑on with at least one deep learning framework
  • Experience with NLP and fine‑tuning transformer models via Hugging Face
  • Familiarity with FAISS or Pinecone integrations
  • Python, Docker, basic Kubernetes concepts, FastAPI/Flask
  • MLOps: Exposure to CI/CD for ML, experiment tracking
Nice‑to‑Haves:
  • Experience with distributed training
  • Familiarity with secure model serving or data privacy techniques

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Карточка вакансии:

  • Должность Mid‑Level Machine Learning Engineer
  • Размещено: 2025-07-22 13:11:19
  • Город Казахстан, Астана, проспект Туран, 55А
  • Зарплата:
  • Компания: Dreamlab Technologies Ltd