Lead Assistant Manager

EXL

1 - 6 years

13 - 15 Lacs

noida

Posted:3 hours ago| Platform:

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Skills Required

rca github production support data science gcp data modeling troubleshooting operations monitoring python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Troubleshoot data/model/infra issues across model pipelines, APIs, embeddings, and prompt systems
Collaborate with Engineering and Data Science teams to deploy new versions and manage rollback if needed
Implement automated logging, alerting, and retraining pipelines
Handle prompt performance drift, input/output anomalies, latency issues, and quality regressions
Analyze feedback and real-world performance to propose model or prompt enhancements
Conduct A/B testing, manage baseline versioning and monitor model outputs over time
Document runbooks, RCA reports, model lineage and operational dashboards
Support GenAI adoption by assisting in evaluations, hallucination detection, and prompt optimization
Must-have Skills: 1+ year of experience in Data Science, ML, or MLOps
Good grasp of ML lifecycle, model versioning, and basic monitoring principles
Strong Python skills with exposure to ML frameworks (scikit-learn, pandas, etc
Hands-on with vector stores, embedding models, or LangChain/LlamaIndex
Experience with tools like MLflow, Prometheus, Grafana, Datadog, or equivalent
Basic understanding of retrieval pipelines or RAG architectures
Familiarity with CI/CD and containerization (Docker, GitHub Actions)
Ideal Candidate Profile: A strong starter who wants to go beyond notebooks and see AI in action
Obsessed with observability, explainability, and zero-downtime AI
Wants to build a foundation in GenAI while leveraging their traditional ML skills
A great communicator who enjoys cross-functional collaboration

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