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Senior Machine Learning Engineer
Krisvconsulting Services Pte Ltd • Singapore, Singapore, Singapore
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Senior Machine Learning Engineer
Krisvconsulting Services Pte Ltd
•
Singapore, Singapore, Singapore
1 day ago
Quick Apply
Job type
Quick Apply
Job description
Key Responsibilites
Design, implement, and manage
MLOps workflows
and tools for ML & GenAI solutions.
Ensure stability, reliability, and performance of ML models and pipelines.
Oversee
model lifecycle operations
: registry, versioning, deployment tracking, lineage, reproducibility, and governance.
Implement monitoring for
data drift, model performance, inference quality
, and service-level issues.
Develop incident handling, recovery, rollback, and escalation procedures.
Support
data quality, dataset versioning, lineage tracking
, and governance practices.
Key Requirements
Bachelor's/Master's in Computer Science or related field.
Strong experience with
MLOps tools
(MLflow, Databricks, Azure ML, etc.).
Proficiency in
SQL, Databricks, Power BI/Tableau
.
Knowledge of Git, CI/CD, scripting, and production support.
Clear communicator, analytical, and proactive in fast-paced environments.
Familiarity with ML/data processes in a
telco environment
is a plus.
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