We are looking for a ML Engineer to work closely with the ML Architect to develop ML frameworks (TensorFlow, Scikit-Learn, PyTorch), experimentation platforms, and tools.
This role has the responsibilities to:
1. Develop large-scale distributed machine learning systems that are scalable, performant, efficient, and reliable.
2. Collaborate with cross-functional teams to deploy and integrate machine learning models.
3. Liaise with Business Units (BUs) for their ML needs and work on the cross-BU ML portfolio.
4. Optimize feature extraction, transformation, and selection.
5. Work with and manage Feature Stores for reusability across ML pipelines.
6. Ensure scalability, reliability, cost efficiency, and ease of use of the machine learning platform.
7. Contribute to evaluating and adopting new technologies and tools to enhance our machine learning capabilities.
Requirements
1. At least 5 years of experience as a Machine Learning Engineer.
2. Experience with ML frameworks (TensorFlow, Scikit-Learn, PyTorch).
3. Experience with model training, versioning, and monitoring.
4. Strong background in MLOps practices, including CI/CD, containerization (Docker), orchestration frameworks (Kubernetes, Airflow), model serving tools (AWS SageMaker, Databricks MLFlow), model observability frameworks, automation, and feature stores.
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 distribution 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 ;)
* We have offices in Porto, Aveiro, Coimbra, Leicester, San Diego, San Francisco, Chennai, Bengaluru, Cluj-Napoca, Blumenau. Remote work options depend on location and projects.
* At the offices, enjoy a wide range of snacks to keep you fed and healthy
* Partnerships with local businesses
Most of all, you will work with great people in a politics-free environment. Our culture promotes lean, self-organized teams, risk-taking, decision-making, collaboration, and open communication. We value freedom, responsibility, commitment, feedback, and empathy.
About Mindera
At Mindera, we use technology to build products we are 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, and scalable software systems that impact users and businesses worldwide.
You will work with a talented team in a collaborative, Agile, and Lean environment. We encourage risk-taking, decision-making, and open communication. We are proud of our work and love to learn.
Check out our Blog and our 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).
#J-18808-Ljbffr