Artificial Intelligence Optimization Specialist

1 miesiąc temu

Rzeszów, Subcarpathian, Polska InPost Pełny etat

InPost is seeking a skilled Machine Learning Engineer to join our team in optimizing the deployment and management of machine learning models in the fast-paced e-commerce and logistics industry. We are a dynamic, growing organization that values innovation, technical excellence and using leading edge tools.

Responsibilities:
  • We are looking for an experienced professional who can develop and implement machine learning model deployment strategies, including infrastructure management and automation.
  • The ideal candidate will oversee the entire lifecycle of ML models, from experimentation and training to deployment and monitoring, considering industry-specific needs.
  • This role requires establishing and maintaining coding and deployment standards for data science projects.
  • You will create scalable tooling and infrastructure used across Data & AI team.
  • Closely collaborate with data science, data engineering and data consulting teams.
Requirements:
  • At least three years of experience in the role of ML Engineer/MLOps/Data Scientist /Python Developer.
  • Proficiency in Python 3, as well as ML and data processing libraries.
  • Familiarity with software engineering best practices.
  • Knowledge of ML models life cycle and management (mlflow).
  • Experience in leveraging CI/CD pipelines in data-based products.
  • Experience with data pipelines framework, preferably Kedro.
  • Experience with CLI tools: bash/zsh.
  • Experience in writing tests.
  • Experience with big data processing (Spark)
  • Fluency in English AND Polish (spoken and written)

Desirable skills include:

  • Databricks
  • Docker and kubernetes
  • Schedulers like Airflow/Prefect.
  • LLMs and RAGs.
  • Fastapi/Django/Flask.

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