MLOps Engineer
As an MLOps Engineer, you will play a critical role in bridging the gap between machine learning research prototypes and production deployment. You will be responsible for designing, implementing, and maintaining the infrastructure and tools necessary to streamline our research and management of machine learning models. Your expertise in machine learning, software engineering, and cloud platforms will be invaluable as we scale our machine learning operations.
What you will do
- Transform proof-of-concept scripts into Pipelines with different processing steps
- Develop and maintain monitoring and alerting systems to ensure the health and performance of deployed models
- Cross-functional collaboration with research teams and development teams
- Maintain scalable, robust, and reliable infrastructure for model training, testing, deployment, and monitoring
- Optimize and enhance model performance, scalability, and reliability in production environments
- Take responsibility for code testing and quality checking
- Stay on top of the latest trends in the field of MLOps and cloud platforms
Your profile
- Bachelor's or Master's degree in Computer Science, Data Engineering, Biomedical Engineering, or a related field
- Strong programming skills in Python
- Experience with machine learning frameworks such as TensorFlow, PyTorch, ONNX, or scikit-learn
- Proficiency in cloud platforms such as AWS SageMaker (preferred), GCP Vertex A,I or Azure ML
- Experience with medical imaging is a plus
- Knowledge of experiment tracking frameworks like mlflow or weights & biases
- Familiarity with Docker
- Familiarity with version control systems (e.g., Git, Git-LFS, DVS) and CI/CD pipelines
- Experience with Terraform
- Professional English language skills
- Solid knowledge of Linux and Windows operating systems
What we offer
Healthy life-work balance
When creating a better and healthier world, a good place to start is with yourself. That's why we encourage our employees to prioritize their overall well-being, fostering physical fitness, mental resilience, and social connections through a range of workshops, sports activities, and other events and initiatives that contribute to a balanced and fulfilling work-life harmony.
Hybrid working & flexibility
At Materialise, we value the power of in-person connections and the advantages of remote work, allowing our employees the flexibility to enjoy the best of both worlds. You can work remotely up to 60% of the time and work flexible hours, depending on your particular role.
Personal growth and career advancement
At Materialise, we’re committed to nurturing the professional development of our employees. We invest in our passionate people and empower them to explore and grow by offering diverse career paths that capitalize on their talents. Plus, we offer courses, external coaching programs, and in-house mentoring so that our employees can fulfill their potential.
Team building
We cultivate a positive work culture so our employees have an enjoyable professional environment. Collaboration is key, so we organize activities that unite our employees, such as after-work events and team lunches. We want all our staff to feel connected in an environment that promotes strong bonds based on trust, respect, empathy, and friendship.
Innovation is key
Innovation is not just a buzzword at Materialise; it's at the core of what we do. As pioneers in our industry, we create cutting-edge solutions, fostering an environment that supports and rewards ingenuity and leadership. We’re dedicated to shaping the future of 3D printing, recognizing and celebrating the creative spirit within all our global innovators.
Healthy life-work balance
When creating a better and healthier world, a good place to start is with yourself. That's why we encourage our employees to prioritize their overall well-being, fostering physical fitness, mental resilience, and social connections through a range of workshops, sports activities, and other events and initiatives that contribute to a balanced and fulfilling work-life harmony.
Hybrid working & flexibility
At Materialise, we value the power of in-person connections and the advantages of remote work, allowing our employees the flexibility to enjoy the best of both worlds. You can work remotely up to 60% of the time and work flexible hours, depending on your particular role.
Personal growth and career advancement
At Materialise, we’re committed to nurturing the professional development of our employees. We invest in our passionate people and empower them to explore and grow by offering diverse career paths that capitalize on their talents. Plus, we offer courses, external coaching programs, and in-house mentoring so that our employees can fulfill their potential.
Team building
We cultivate a positive work culture so our employees have an enjoyable professional environment. Collaboration is key, so we organize activities that unite our employees, such as after-work events and team lunches. We want all our staff to feel connected in an environment that promotes strong bonds based on trust, respect, empathy, and friendship.
Innovation is key
Innovation is not just a buzzword at Materialise; it's at the core of what we do. As pioneers in our industry, we create cutting-edge solutions, fostering an environment that supports and rewards ingenuity and leadership. We’re dedicated to shaping the future of 3D printing, recognizing and celebrating the creative spirit within all our global innovators.
Location and type of contract
- Leuven, Belgium; Barcelona, Spain
- Full-time
- Hybrid
- Mid-senior level
- CV in English
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Working at Materialise
Materialise is a dynamic, international high-tech company, founded in 1990 and headquartered in Belgium, with over 2,300 employees worldwide. Materialise’s mission is to innovate for a better and healthier world through its software and hardware infrastructure and in-depth knowledge of additive manufacturing (also known as 3D printing). Our customers are in diverse industries, such as automotive, aerospace, medical, research, and academia.
As a growing company, Materialise is always looking for enthusiastic professionals who want to work in an environment full of revolutionary technology and surrounded by people passionate about their work.