MLOps Engineer

Job description

About us

GetInData | Part of Xebia is a leading Polish expert company delivering cutting-edge Big Data, Cloud, Analytics, and ML/AI solutions. The company was founded in 2014 by data engineers and today brings together 120 big data specialists. We work with international clients from many industries, e.g. media, e-commerce, retail, fintech, banking, and telco, such as Truecaller, Spotify, ING, Acast, Volt, and Play, Allegro. Our clients are both fast-growing scaleups and large corporations that are leaders in their industries.
We maintain a laser focus on data technologies, cultivate a very strong engineering culture and support extensive knowledge sharing both within a company and outside through meetups, conferences, and contributions to open-source.
We are a go-to partner for companies that need tailored and highly scalable data processing and analytics platforms that give a competitive advantage and unlock the full business potential of their data.

In 2022 we joined forces with Xebia Group to broaden our horizons and bring new international opportunities to our specialists and customers. Find out more here.


Project

We are cooperating with our customer to provide an innovative banking solution. The purpose of this project is to create an advanced data analytics and AI cloud-based platform. A big part of it will be focused on the implementation of Machine Learning models according to DevOps methodology, developing new features, and ML Ops practices. The platform aims to increase the productivity, efficiency, and safety of the crucial banking fields.

Responsibilities

  • Development and maintenance of the MLOps platform

  • Testing, prototyping, and implementation of new solutions

  • Cooperation with Business Units, Data Scientists, and Developers

  • Performing tasks in Scrum methodology

  • Applying best practices, standards of containerization, and safety rules in the organization

  • Implementing and executing policies aligned to the strategic plans of the company with respect to used technologies, work organization, etc.

  • Creating and propagating standards of work in projects

  • Undertaking work that requires the application of fundamental principles in a wide and often unpredictable range of contexts

  • Contributing to the organization's knowledge database

Technologies used:

  • GCP
  • Airflow
  • MLflow
  • Kubernetes
  • Docker
  • Terraform
  • Jenkins CI

Requirements

  • Strong experience in Java and/or Python
  • Strong experience with Kubernetes
  • Good knowledge of ML practices on GCP
  • Knowledge of unix systems
  • Good software development practices e.g. clean code, CI/CD
  • Understanding complexity and relationships between businesses, suppliers, partners, competitors, and clients
We offer
  • Salary: 100-160 PLN net + VAT/h B2B (depending on knowledge and experience)

  • 100% remote work

  • Flexible working hours

  • Possibility to work from the office located in the heart of Warsaw

  • Opportunity to learn and develop with the best Big Data specialists in Poland

  • International projects

  • Possibility of conducting workshops and training

  • Clear career path and certifications

  • Co-financing sport card

  • Co-financing health care

  • All equipment needed for work