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Data Scientist

3 months ago

Mumbai, India Mumba Technologies, Inc. Full time

We are looking for a Sr Data Scientist who has hands-on experience in building end to end data science models & Data science life-cycle management on GCP Vertex AI.

· Fetching data from Bigquey and other data sources to design and develop machine learning models using Python and frameworks such as TensorFlow and Keras

· Strong knowledge on major Regression/Classification/Forecasting/Unsupervised learning and Natural Language processing algorithms.

· Experience in Deep Learning, Transfer Learning, State of the art BERT based models

· Leverage CI/CD & MLOPs best practices for successful deployment of developed models and automation of ML pipelines & monitoring

· Passion for staying up-to-date with the latest advancements in machine learning and cloud technologies.

Mandatory Skills and Experience

Technical skills: Python, Data Science, Machine Learning, Natural Language Processing, Deep Learning, Docker, Tensorflow, Keras, Github Actions, MLOps, Flask, Django

GCP Platform skills: Vertex AI, Vertex Pipelines, Cloud functions, BigQuery, Cloud Run, AutoML, DocAI, Vertex AI studio, Vertex Endpoint, Artifact Registry

Experience:

5+ years of overall experience in Data Science including 3+ years of experience in GCP

Good to have:

· Certification : GCP — Google Certified Professional Machine Learning Engineer

· Knowledge on Cloud scheduler, Cloud workflow, Vertex AI Model Monitoring, Vertex Feature Store, Cloud Build, GKE

· Knowledge of BFSI and NBFC ecosystem