Senior Machine Learning Operation Analyst
Senior Machine Learning Operation Analyst
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Job Description
What Youll Do:
Monitor & Optimize ML Models: Build and maintain systems to track model performance and output quality.
Automate & Scale: Simplify and automate workflows around data pipelines and model serving.
Collaborate Cross-Functionally: Work with data scientists engineers analysts and product teams in global cross-functional teams.
Troubleshoot & Improve: Deep-dive into ML systems to identify issues implement quick fixes and propose long-term solutions.
Champion Best Practices: Promote code quality monitoring standards and MLOps excellence across teams.
Share & Grow: Contribute to internal Communities of Practice and take advantage of training mentorship and cross-functional projects.
Tech Stack Youll Work With:
Languages & Tools: Python SQL GitLab MS Excel
Monitoring & Visualization: Kibana Grafana OpenSearch Looker
Workflow & Deployment: Docker Kubernetes Airflow Kubeflow
Cloud Platform: GCP
Automation: Power Automate
Qualifications :
Tech Stack Youll Work With
Languages & Tools: Python SQL GitLab MS Excel
Monitoring & Visualization: Kibana Grafana OpenSearch Looker
Workflow & Deployment: Docker Kubernetes Airflow Kubeflow
Cloud Platform: GCP
Automation: Power Automate
Additional Information :
What Were Looking for:
Must-Haves
4 years of relevant work experience
Strong skills in SQL and Python
Experience with monitoring tools (e.g. Kibana Grafana OpenSearch Looker or similar)
Familiarity with version control tools (GitLab GitHub)
Solid understanding of ML lifecycle and model performance metrics
Undergraduate (BSc.) degree in computer science mathematics or some related field
Fluent English communication skills
Nice-to-Haves
Experience with cloud platforms (AWS GCP Azure)
Knowledge of containerization and orchestration (Docker Kubernetes)
Exposure to workflow orchestration tools (Airflow Kubeflow)
Prior experience in market research pricing revenue assurance media consumption patterns is valuable but not mandatory
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
About NIQ
NIQ is the worlds leading consumer intelligence company delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023 NIQ combined with GfK bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insightsdelivered with advanced analytics through state-of-the-art platformsNIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100 markets covering more than 90% of the worlds population.
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Our commitment to Diversity Equity and Inclusion
NIQ is committed to reflecting the diversity of the clients communities and markets we measure within our own workforce. 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 making decisions without regard to race color religion gender gender identity or expression sexual orientation national origin genetics disability status age marital status protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center: Work :
No
Employment Type :
Full-time
Employment Type
Full-time
