Senior Data Engineer

3 tygodni temu

al Jerozolimskie A Warszawa, Polska Displate Pełny etat

Imagine a group of fascinating people... who spend time at work creating the product they absolutely love. Imagine empowered tech freaks for whom the team equals comrades. Imagine tremendous professionals and geeks who like, support, and respect each other.

See yourself in that picture? Well, hello there We're Displate, the XXI-century metal posters makers. is home to artworks from thousands of independent artists and the biggest brands on this planet, like Marvel, DC, Star Wars, Blizzard, NASA, Iron Maiden, CyberPunk, The Witcher... you name it.

We are looking for a passionate and motivated Senior Data Engineer to join the Data & Analytics team.

We are seeking a talented and product-oriented Senior Data Engineer to implement AI-driven features and develop recommendation engines for visual artworks. The ideal candidate has strong experience with machine learning, data engineering, and deploying ML models into production. We seek a hero who has a high-level of ownership and autonomy.

We're hungry for talents like you

Your responsibilities

  • Deployment of machine learning solution in production on AWS & GCP
  • Participate in product discovery to proposed ML product features
  • Design, implement and validate ML algorithms for visual similarity and recommendations
  • Develop image2metadata solutions using multimodal LLMs to enrich artwork catalog data
  • Write clean, efficient code following software development best practices
  • Build prototypes, run and log experiments, and work on end-to-end ML projects
  • Collaborate with product, data engineering and cross-functional teams
  • Research and evaluate new tools and technologies

Want to try yourself in Displate?

General expectations:

  • Experience deploying ML models in production on cloud platforms (AWS, GCP)
  • Strong Python programming skills and experience with data science libraries (scikit-learn, PyTorch, Huggingface)
  • Experience with creating robust, well-documented machine learning APIs (Fastapi, API Gateway)
  • Proficiency with software development best practices - design patterns, code reviews, TDD etc.
  • Experience with ML tooling - experiment tracking, model versioning etc.
  • Practical knowledge of Data Warehouses (preferably BigQuery), SQL (Postgres, MySQL) and NoSQL (MongoDB) databases
  • Understanding of data structures, modeling and software architecture
  • 5+ years of relevant data science/engineering experience

Nice to Have:

  • Experience with large language models (LLMs) like GPT and LangChain/LangServe
  • Experience with CI/CD (Gitlab CI/CD, Cloudformation, Terraform)
  • Experience with data pipelining (Spark, AWS Glue, Airflow, dbt)
  • Experience with ecommerce recommendation systems
  • Experience with advertising data (Fivetran, Google Analytics + Tag Manager, Google & Meta Ad Platforms)
  • Experience with designing A/B tests based on Machine Learning features

What else have we got others probably don't?

Recognized by Forbes' as one of the most valuable e-commerce companies in Poland

Ranked as "Digital Champion CEE" in 2021 & 2022

Working in super fast and developing environment, as for now we have over 230 official collections in our catalog, straight from Star Wars, Netflix, Warner Bros., NASA, CD Projekt RED, or even FC Barcelona.

Sold over 10.5 million Displates in over 50 countries

A truly socially responsible community - we're diving into new environmental initiatives across the world

We're a people first company, we're organising charity events for people in need

Trips to our manufacture - trust us that's a life-changing experience to see how exactly Displates are made Your own welcome Displate for FREE + discounts for all the rest of Displates

Winter swimming, boardgames, soccer... We are always willing to consider new or different ideas

Perks? All on us

Private healthcare plan + life insurance - we've got your back

Sportscard - get up from your desk and go swimming

Free English classes

20/26 days of paid holiday

Training budget - your skillset matters here.

Team building budget - never too much socializing.

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