Huidige banen gerelateerd aan Machine Learning Operations Engineer - Amsterdam, Noord-Holland - Picnic
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Machine Learning Operations Engineer
2 maanden geleden
About the Role
We are seeking a highly skilled Machine Learning Operations Engineer to join our team at Picnic. As a key member of our data-driven organization, you will play a crucial role in building and maintaining the infrastructure that supports our machine learning models.
Key Responsibilities
- Design and implement scalable data pipelines to support machine learning model development and deployment
- Collaborate with data scientists and analysts to identify opportunities to improve the machine learning lifecycle
- Develop and maintain tools and infrastructure to automate machine learning model retraining and deployment
- Set up infrastructure for model inference, including deployment strategies like A/B testing and shadow testing
- Improve monitoring to exercise operational excellence for our machine learning models
- Simplify and standardize usage of tools by developing and inner-sourcing Python packages
What You'll Do
- Work closely with ML engineers to identify opportunities, define use cases, and scope out requirements
- Own your own project from inception to production
- Develop tools and enhancements for our ML Platform
Requirements
- Master's degree or higher in AI, Computer Science, or a related field
- At least four years of experience in productionizing machine learning models, preferably using Docker and Kubernetes
- Proven track record of scaling development and adoption of machine learning in an organization
- Strong Python skills
- Comfortable with taking responsibility, showing initiative, and working independently
- Ability to think outside the box and an anything-is-possible mindset
- Quality control: commitment to excellence, performance, and efficiency
About Us
Picnic is a rapidly growing company that is revolutionizing the way people buy groceries. We are committed to building a safe and inclusive working environment where everyone can be themselves. We offer a competitive compensation package, a pension plan, and 25 vacation days per year. We also provide relocation support for expats and a range of benefits to support your well-being.
