Senior Data Engineer
Software Development
Posted On: 4 months
Skills
- Machine Learning
- AWS
- PyTorch
- Large Language Models (LLMs)
Job Description
We are looking for a skilled and product-focused Senior Data Engineer to create AI-driven features and develop recommendation systems for visual artworks. The perfect candidate has a solid background in machine learning, data engineering, and deploying ML models to production. We need someone with a strong sense of ownership and autonomy.
Weβre excited to meet talents like you!
Your Responsibilities
- Deploy machine learning solutions in production on AWS & GCP
- Participate in product discovery to propose ML product features
- Design, implement, and validate ML algorithms for visual similarity and recommendations
- Develop image-to-metadata solutions using multimodal LLMs to enhance artwork catalog data
- Write clean, efficient code following best practices in software development
- Build prototypes, conduct experiments, and manage end-to-end ML projects
- Collaborate with product, data engineering, and cross-functional teams
- Research and evaluate new tools and technologies
Want to challenge yourself at Displate?
General Expectations
- Experience deploying ML models in production on cloud platforms (AWS, GCP)
- Strong Python programming skills and familiarity with data science libraries (scikit-learn, PyTorch, Huggingface)
- Experience creating robust, well-documented machine learning APIs (FastAPI, API Gateway)
- Proficiency with software development best practices, including design patterns, code reviews, and TDD
- Experience with ML tooling, such as experiment tracking and model versioning
- 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 experience in data science/engineering
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 e-commerce recommendation systems
- Experience with advertising data (Fivetran, Google Analytics + Tag Manager, Google & Meta Ad Platforms)
- Experience designing A/B tests based on machine learning features
Perks? All on Us!
- βοΈ Private healthcare plan + life insurance
- π Sportscard for various sports activities
- π£οΈ Free English classes
- ποΈ 20/26 days of paid holiday
- π Training budget for skill development
- π Team building budget for social activities
What Else Makes Us Stand Out?
- π Recognized by Forbes as one of Poland's most valuable e-commerce companies
- β€οΈ Ranked as βDigital Champion CEEβ in 2021 & 2022
- π Fast-paced and evolving environment with over 230 official collections in our catalog, including Star Wars, Netflix, Warner Bros., NASA, CD Projekt RED, and FC Barcelona
- π Sold over 10.5 million Displates in over 50 countries
- π Committed to social responsibility and environmental initiatives
- β€οΈ A people-first company organizing charity events
- π Visits to our manufacturing facility with your own welcome Displate for free and discounts on others
- π² Engaging in activities like winter swimming, board games, and soccer β always open to new ideas!
Please apply in English.
Benefits
- π Global team
Job Type
Full-time
Regions
- π Remote
Salary Range
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