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 help 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. 3-5 years of experience as an ML Engineer, preferably with a gaming industry background.
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
* Our offices are in Porto, Aveiro, Coimbra, Leicester, San Diego, San Francisco, Chennai, Bengaluru, Cluj-Napoca, and Blumenau, with options for remote work depending on location and projects.
* At the offices, enjoy a wide range of snacks to keep you energized and healthy.
* Partnerships with local businesses.
Most of all, you get to work with a great team, where everyone owns the project in a politics-free environment. Our culture reflects a lean, self-organizing attitude, encouraging risk-taking, decision-making, collaboration, and open communication. We value freedom and 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 includes software engineering applications for web and mobile platforms. We partner with clients to understand their products and deliver high-performance, resilient, and scalable software systems that impact users and businesses worldwide.
Our culture promotes risk-taking, decision-making, collaboration, and open communication. We are proud of our work and love to learn in an agile, lean, and collaborative environment. Check out our blog and handbook!
Our offices are located in Porto, Portugal; Aveiro, Portugal; Coimbra, Portugal; Leicester, UK; San Diego, USA; San Francisco, USA; Chennai, India; Bengaluru, India; Cluj-Napoca, Romania; and Blumenau, Brazil.
#J-18808-Ljbffr