Machine Learning Developer
Cognizant • ciudad de méxico, Mexico
Role Description
Qualifications
- BS/BA degree or equivalent experience
- 5+ years of experience as Machine Learning Engineer
- Experience with Google Cloud (Vertex AI, pipelines, monitoring)
- ADVANCED ENGLISH IS A MUST
- 100% on site role in CDMX
Responsibilities
- Perform deep dive audits of ML models and create Model Runbooks.
- Own end to end model operations, including backlog execution and performance tuning.
- Manage retraining cycles, data pipelines, cloud environments, and deployment workflows.
- Monitor model health, detect drift, and respond to incidents.
- Deliver monthly SLA dashboards and performance reports.
- Onboard new ML models using a structured intake and evaluation process.
- Support agentic/LLM systems with incident response, bug triage, and rollbacks.
- Automate operational tasks and reduce technical debt.