Oferta pracy

MLOps Data Engineer

RTV EURO AGD

  • Warszawa

    Warszawa, Masovian
  • offer expired 19 days ago
  • contract of employment
  • full-time
  • specialist (Mid / Regular)
  • hybrid work
  • Immediate employment
  • запрошуємо працівників з України
  • Робота для іноземців
    без польської
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Запрошуємо працівників з України
Роботодавець відкритий для працевлаштування громадян України

Technologies we use

Expected

  • Python

  • CI/CD

  • SQL

Operating system

Your responsibilities

  • maintaining environment that allows efficient creation and implementation of ML models (MLOps environment) and is made up of Feature Store, Model Factory, Model Repository and ML Models

  • monitoring and maintaining solutions according to agreed SLA standards

  • creating, improving, maintaining and monitoring environments for data gathering and analysis

  • supporting the Data Scientist in creating, updating, improving and implementing ML models

  • optimalisation of ongoing processes in the area of ML and Data

  • planning the MLOps platform development, especially: following trends, suggesting new technologies, validating new possibilities; implementation of planned changes; coordinating the development process together with the IT department

  • cooperation with the team responsible for the EURO’s microservices platform (Kubernetes, Jenkins, ELK, Grafana, Prometheus etc.)

  • designing, creating and implementing necessary systems and algorithms

  • optimalisation of the code provided by the Data Scientist

  • taking part in projects in the area of advanced data analysis

Our requirements

  • fluent in Python (minimum of 3 years’ experience)

  • fluent in ML models creation processes

  • minimum of one year’s experience in designing and automatization of CI/CD processes

  • knowledge of the containerization concept, especially such tools as: experiments tracking (eg. mlflow), model repository (eg. mlflow), orchestration of computing processes (eg. Kubernetes, Kubeflow), feature store (eg. Feast, Hopswork) or similar

  • knowledge of ML libraries (one year’s experience or private projects), especially Scikit-learn, optionally TensorFlow, PyTorch, XGBoost and other

  • experience in creating architecture of databases

  • knowledge of SQL required for data searching, especially PostgreSQL

  • fluent in Linux (minimum of 3 years’ experience) on the command-line interface level

  • fluent in Polish and/or English

Optional

  • knowledge of architecture management frameworks (eg. TOGAF)

  • knowledge of ArchiMate

  • knowledge of architecture modelling tools (Visual Paradigm)

  • career experience in commercial companies, including knowledge of business processes

  • knowledge of market and technology trends in the field of systems supporting management areas development

What we offer

  • stable job based on employment contract or B2B system

  • taking part in interesting projects

  • possibility of gaining valuable knowledge and experience

  • working among Experts in a big company with a stable position on the market

  • employment contract involves benefit programme (Multisport membership, medical care, life insurance)

  • access to the company’s library and trade papers

  • work tools necessary for the position

  • amazing atmosphere: direct relations, positive attitude, mutual respect

  • hybrid work model, free parking on office days

  • Benefits

  • sharing the costs of sports activities

  • private medical care

  • life insurance

  • corporate sports team

  • coffee / tea

  • employee referral program

  • charity initiatives