We are seeking an experienced Machine Learning Architect to collaborate with Data Scientists and the AI/ML community across Business Units, Data Engineering, SMEs, and technical leads.
The goal is to evangelize and translate business problems into scalable ML solutions for our clients.
Key Responsibilities:
* Define model serving strategies (batch, real-time, streaming inference).
* Design and implement an ML Experimentation Platform, including HPO, standardization of ML pipelines, and ML Metadata Storage.
* Develop and maintain the feature repository, ensuring model governance and compliance.
* Build and own the ML Portfolio based on BU needs.
* Support ML Infrastructure as an administrator on Databricks, Snowflake, and Sagemaker.
* Own and publish best practices.
We offer a collaborative environment that values risk-taking, decision-making, and open communication. Our culture is lean, self-managed, and encourages taking risks, making decisions, and open communication.
We are looking for candidates with at least 7 years of relevant experience, proficiency with Databricks, Snowflake, and/or SageMaker, and experience with Performance Optimization and Model Monitoring setup.
Benefits:
* Health Insurance.
* Flexible working hours.
* Open holidays to take time off as needed.
* Profit sharing for everyone.
* Annual team trips, sports, and social groups.
* Training & conferences; create your own training plan.
* Child Care vouchers.
* Choose your Laptop & Peripherals.
* Unlimited hotspot usage for work or leisure.
* Modern offices in multiple locations.
* Snacks at the office to keep you energized.