Magnet.me - Het slimme netwerk waarop hbo‑ en wo‑studenten hun baan of stage vinden.
Het slimme netwerk waarop hbo‑ en wo‑studenten hun baan of stage vinden.
Python Engineer - Machine Learning
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About the role
We are seeking a passionate Python Engineer to work in the ML domain and join our team. You will work alongside our current ML Engineer to manage our machine learning services in production, focusing on software and service design, development, monitoring, MLOps, and performance optimization.
Examples of our ML models: music recommender systems, multi-arm bandits for ads, explicit content scoring, and more.
Responsibilities
- Write ETL pipelines for data processing and batch predictions, and services with gRPC for real-time/near real-time models.
- Support the Data Science team from the Engineering side and work on integrating ML services with other engineering teams.
- Support and optimize existing services and pipelines.
- Participate in designing and implementing new features and improvements, bringing innovative ideas to life.
Requirements
- Proven experience as a Python Engineer, ML Engineer/MLOps, or Data Engineer (2+ years).
- Familiarity with ML concepts, with a preference for experience in deploying ML in production.
- Familiarity with MLOps practices and tools (we use MLFlow and other tools).
- Excellent analytical and communication skills.
- University degree in Software Engineering or a related field, or equivalent work experience.
Nice to have
- Experience with monorepo environments (e.g., Bazel) is a plus.
- Expertise in building data pipelines (SQL, Airflow, or similar tools).
- Understanding of common ML metrics.
Our Tech Stack
- Python (Pandas, Polars, NumPy, Pydantic, gRPC), protobuf
- Databases: ClickHouse, Memgraph.
- Tools: MLFlow, Prometheus, Bazel, Docker, Kubernetes, Airflow, GCP, GitHub, CircleCI, Grafana, Kafka.
Working at XITE
Here at XITE we make sure you’re taken care of by providing you the opportunity to develop your career in a young, fast-growing and international company. We provide a challenging work environment where you have a lot of autonomy, flexible working hours and no day will be the same for sure. We don’t hire assholes! All XITE’ers are different and authentic in their own way, but we all have kindness in common. Like professionalism and a flexible and an optimistic attitude. And let’s not forget; We have a passion for music and good food. That’s why we have chef-prepared lunches, drinks, rooftop BBQ's!
Up for the challenge? Then hit that ‘Apply for this Job’ button!
Founded in the Netherlands, XITE now reaches 80 million households across Europe and North America through linear networks, interactive TV, and on-demand streaming services. The company revolutionised the way audiences experience music videos by allowing viewers to search, like, and skip through its vast catalogue; enjoy channels curated by its team of music experts; and create personalised channels based on…
Founded in the Netherlands, XITE now reaches 80 million households across Europe and North America through linear networks, interactive TV, and on-demand streaming services. The company revolutionised the way audiences experience music videos by allowing viewers to search, like, and skip through its vast catalogue; enjoy channels curated by its team of music experts; and create personalised channels based on genre, era and visual style using its unique Mixer feature. XITE has access to virtually every available music video through agreements with all major and top independent music labels.
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