We are looking for a ML Architect to collaborate with Data Scientists and AI/ML community across BUs, Data Engineering, SMEs, and technical leads to help evangelize and translate business problems into scalable ML solutions across the client.
This role will be responsible for:
1. Define model serving strategies (batch, real-time, streaming inference)
2. Design and implement ML Experimentation Platform, HPO, standardization of ML pipelines and ML Metadata Storage.
3. Develop and maintain the feature repository, 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
7. 7+ years of experience in Machine Learning or related roles.
8. Strong background in ML System Architecture & Design.
9. Experience with supervised and unsupervised learning, classical ML techniques ( time series, statistical modelling), and survival analysis.
10. Proven work with churn prediction, sales forecasting, and user journey models, using behavioral data.
11. Skilled in data prediction and trend analysis, with the ability to understand model needs and their connection to business impact.
12. Hands-on experience with Databricks, Snowflake, and/or AWS SageMaker.
13. Solid experience in performance optimization and model monitoring in production environments.
14. Comfortable working with and enhancing existing models and building them from scratch.
Benefits
The Things We Really Care About:
15. Health Insurance, because health comes first
16. Flexible working hours
17. Open holidays, take the time you need for yourself
18. Profit distribution for everyone
19. Mindera Annual Trip, Sports, and sharing groups to connect and have fun
20. Training & conferences, create your own training plan
21. Child Care vouchers
Other good things:
22. Choose Laptop & Peripherals that best suit your needs
23. Hotspot with unlimited usage (PT), for work or Netflix ;)
24. We have amazing offices in Porto, Aveiro, and Coimbra if you want to physically connect with minders. Remote from Portugal is also an option. Remote from other Countries will depend on your current location and Projects.
25. At the offices, we have a wide range of snacks to keep you fed and healthy
26. Partnerships with local businesses
Most of all you get to work with a bunch of great people, where the whole team owns the project together in a politics-free environment. Our culture reflects our lean and self-organization attitude. We encourage our colleagues to take risks, make decisions, work in a collaborative way and talk to everyone to enhance communication. Freedom and Responsibility go hand in hand, and we value commitment, feedback, and empathy.
About Mindera
At Mindera we use technology to build products we are proud of, with people we love.
Software Engineering Applications, including Web and Mobile, are at the core of what we do at Mindera.
We partner with our clients, to understand their products and deliver high-performance, resilient, and scalable software systems that create an impact on their users and businesses across the world.
You get to work with a bunch of great people, where the whole team owns the project together.
Our culture reflects our lean and self-management attitude. We encourage our colleagues to take risks, make decisions, work in a collaborative way and talk to everyone to enhance communication.
We are proud of our work and we love to learn all and everything while navigating through an Agile, Lean and collaborative environment.
Check out our and our
Our offices are located: Porto, Portugal | Aveiro, Portugal | Coimbra, Portugal | Leicester, UK | San Diego, USA | San Francisco, USA | Chennai, India | Bengaluru, India | Cluj-Napoca, Romania | Blumenau, Brazil