We are looking for an ML 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 the client.
Responsibilities
1. Define model serving strategies (batch, real-time, streaming inference).
2. Design and implement an ML Experimentation Platform, including HPO, standardization of ML pipelines, and ML Metadata Storage.
3. Develop and maintain the feature repository, ensuring model governance and compliance.
4. Build and own the ML Portfolio based on BU needs.
5. Support ML Infrastructure as an administrator on Databricks, Snowflake, and Sagemaker.
6. Own and publish best practices.
Requirements
- At least 7 years of relevant experience.
- Experience in ML System Architecture & Design.
- Proficiency with Databricks, Snowflake, and/or SageMaker.
- Experience with Performance Optimization and Model Monitoring setup.
Benefits
The Things We Really Care About:
- 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.
Other Perks:
- Choose your Laptop & Peripherals.
- Unlimited hotspot usage (PT) for work or leisure.
- Modern offices in Porto, Aveiro, Coimbra, and options for remote work in Portugal or other countries depending on location and projects.
- Snacks at the office to keep you energized.
- Partnerships with local businesses.
Most importantly, you'll work with a great team in a politics-free, collaborative environment that values risk-taking, decision-making, and open communication. We foster a culture of freedom and responsibility, emphasizing commitment, feedback, and empathy.
About Mindera
At Mindera, we use technology to build products we're proud of, with people we love. Our core focus is Software Engineering Applications, including Web and Mobile. We partner with clients to deliver high-performance, resilient, scalable software systems that impact users and businesses worldwide.
Our culture is lean, self-managed, and encourages taking risks, making decisions, and open communication. We love to learn and thrive in an Agile, Lean, collaborative environment. Visit our Blog and Handbook for more insights
Locations
Porto, Portugal | Aveiro, Portugal | Coimbra, Portugal | Leicester, UK | San Diego, USA | San Francisco, USA | Chennai, India | Bengaluru, India | Cluj-Napoca, Romania | Blumenau, Brazil
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