Machine Learning Engineer
hace 1 semana
About the Role
We are seeking a highly skilled Machine Learning Engineer to join our team at NielsenIQ. As a Machine Learning Engineer, 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 pipelines for training and deployment of ML models.
- Design dashboards to monitor systems.
- 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 many different software challenges, 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 end-users to ensure technical compatibility and user satisfaction.
- Work as a member of a team, encouraging team building, motivation, and cultivating effective team relations.
Requirements
- Demonstrated experience and knowledge in Linux and Docker containers.
- Demonstrated experience and knowledge in main cloud providers (Azure, GCP, or AWS).
- Proficient in programming languages: Python.
- Experience with ML/Ops technologies like Azure ML.
- Self-driving and good communication skills.
- 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 developing tools such as Git, Confluence, Jira, etc.
- Problem-solving capabilities.
- Strong ability to analyze and synthesize.
- Proactive attitude, resolutive, used to work in a team, and manage deadlines.
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. In 2023, NielsenIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NielsenIQ delivers the Full View. NielsenIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world's population.
Our Commitment to Diversity, Equity, and Inclusion
NielsenIQ 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 NielsenIQ News Center:
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