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Machine Learning Engineer
Ipsos North AmericaMachine Learning Engineer turning research-grade prototypes into ML services at Ipsos. Collaborating with software engineers and data scientists to build a robust synthetic data platform.
Tech Stack
Tools & technologiesAirflowApacheBigQueryCloudDockerGoogle Cloud PlatformPythonReactTypeScript
About the role
Key responsibilities & impact- Turn research-grade prototypes into a dependable, governed ML service on GCP
- Provide the clean, structured data required to train core generative models
- Build robust vector indexing and retrieval (RAG) infrastructure
- Optimize data I/O and standardizing how models consume datasets
- Implement strict data contracts and automated validation
- Serve as key link between traditional data engineering and applied machine learning
Requirements
What you’ll need- Proven experience building robust, highly available RESTful APIs in Python (FastAPI preferred)
- Experience managing asynchronous workloads and task queues
- Solid experience building and maintaining modern, responsive web applications using React and TypeScript
- Comfortable working with Git, CI/CD pipelines, Docker, and Infrastructure as Code to deploy platform services reliably
- Deep expertise in modern cloud data architectures, specifically Google Cloud Platform (BigQuery, GCS)
- Hands-on experience with modern data orchestration and transformation tools (e.g., Apache Airflow, dbt)
- Familiarity with ML orchestrators (Kubeflow, Vertex AI)
- Understanding the data lifecycle of machine learning and preparing data for training, inference, and evaluation
- Experience or strong familiarity with processing unstructured data and interacting with Vector Databases
Benefits
Comp & perks- 25 days annual leave
- pension contribution
- income protection
- life assurance
- health & wellbeing benefits
- financial benefits
- professional development opportunities
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonFastAPIRESTful APIsReactTypeScriptGitCI/CDDockerGoogle Cloud PlatformApache Airflow
Soft Skills
communicationcollaborationproblem-solvingorganizational skills