Data Engineer Data Engineer …

Capgemini
in Singapore
Permanent, Full time
Be the first to apply
50000-80000
Capgemini
in Singapore
Permanent, Full time
Be the first to apply
50000-80000
Posted by:
Jessica Ng • Recruiter
Posted by:
Jessica Ng
Recruiter

- Strong understanding – Python, Pyspark, Data Structures
- NumPy, Pandas, Scikit-Learn
- Experience in model experiment tracking and comparison
- Tested CI/CD/CT pipelines using scripts

-Working knowledge of model lineage, artifacts and governance

-Experience with Docker, Kubernetes or other containerization solutions

- Knowledge of ensemble methods such as Bagging, Boosting etc.

- Experience in resolving application dependencies across platforms

- Experience/Advance Certification of Dataiku, DataRobot
- Exposure to Big data environment (Hadoop)
- Experience with Azure/AWS/Jenkins deployment services

- Understand model performance and testing metrics such as F1 score, p-Values, AUC, R-Square, RMSE etc.

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