Data Science Infrastructure Developer
hace 3 semanas
Job Summary
We are seeking a highly skilled Data Science Infrastructure Developer to join our team at Nielseniq. As a key member of our data science team, you will be responsible for designing, developing, and managing the infrastructure to release scalable Data Science models.
Key Responsibilities
- Create and maintain a scalable infrastructure to deliver AI / ML processes, responding to user requests in near real time.
- Design and implement the pipelines for training and deployment of ML models.
- Design dashboards to monitor a system.
- Collect metrics and create alerts based on them.
- Design and execute performance tests.
- Perform feasibility studies / analysis with a critical point of view.
- Support and maintain (troubleshoot issues with data and applications).
- Develop technical documentation for applications, including diagrams and manuals.
- Work on various software challenges always ensuring a combination of simplicity and maintainability within the code.
- Contribute to architectural designs of large complexity and size, potentially involving several distinct software components.
- Mentor other engineers fostering good engineering practices across the department.
- Work closely with data scientists and a variety of end-users (across diverse cultures) to ensure technical compatibility and user satisfaction.
- Work as a member of a team, encouraging team building, motivation and cultivating effective team relations.
Qualifications
- Bachelor's degree in Computer Science or related field.
- Demonstrated experience and knowledge in Linux and Docker containers.
- Demonstrated experience and knowledge in some of the main cloud providers (Azure, GCP or AWS).
- Proficient in programming languages: Python.
- Experience with ML / Ops technologies like Azure ML.
- Self-driven and good communication skills.
- Experience with AI / ML frameworks: Torch, Onnx, Tensorflow.
- Experience designing and implementing CICD pipelines for automation.
- Experience designing monitoring dashboards (Grafana or similar).
- Experience with container orchestrators (Kubernetes, Docker Swarm).
- Experience in using collaborative development tools such as Git, Confluence, Jira, etc.
About Nielseniq
Nielseniq is the world's leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth.
We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products.
We enthusiastically invite candidates who share that mission to join us. We are proud to be an Equal Opportunity / Affirmative Action-Employer.
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