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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 to help evangelize and translate business problems into scalable ML solutions for our clients.
This role will be responsible for:
1. Defining model serving strategies (batch, real-time, streaming inference)
2. Designing and implementing an ML Experimentation Platform, HPO, standardization of ML pipelines, and ML Metadata Storage
3. Developing and maintaining the feature repository, model governance, and compliance
4. Building and owning the ML Portfolio based on BU needs
5. Supporting ML Infrastructure as an administrator on Databricks, Snowflake, and Sagemaker
6. Owning and publishing best practices
Requirements
* At least 7 years of relevant experience
* Previous experience in ML System Architecture & Design
* Experience with Databricks, Snowflake, and/or SageMaker
* Experience with Performance Optimization and Model Monitoring setup
Benefits
The Things We Really Care About:
* Health Insurance, because health comes first
* Flexible working hours
* Open holidays, take the time you need for yourself
* Profit sharing for everyone
* Mindera Annual Trip, Sports, and sharing groups to connect and have fun!
* Training & conferences, create your own training plan
* Child Care vouchers
Other good things:
* Choose Laptop & Peripherals that best suit your needs
* Hotspot with unlimited usage (PT), for work or Netflix
* Our offices are in Porto, Aveiro, and Coimbra, Portugal. Remote work from Portugal is an option; from other countries depends on location and projects.
* At the offices, enjoy a wide range of snacks
* Partnerships with local businesses
Most importantly, you will work with a great team in a politics-free environment. Our culture emphasizes lean, self-organization, risk-taking, decision-making, collaboration, communication, freedom, responsibility, commitment, feedback, and empathy.
About Mindera
At Mindera, we use technology to build products we are proud of, with people we love. We focus on Software Engineering Applications, including Web and Mobile, delivering high-performance, resilient, and scalable software that impacts users and businesses worldwide.
Our culture is lean and self-managed, encouraging risk-taking, decision-making, collaboration, and open communication. We thrive in an Agile, Lean environment and love to learn.
Check out our Blog and Handbook!
Our offices are located in Porto, Aveiro, Coimbra (Portugal), Leicester (UK), San Diego, San Francisco (USA), Chennai, Bengaluru (India), Cluj-Napoca (Romania), Blumenau (Brazil).
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