Position Sr Data Scientist on GCP (Exp in Vertex AI is must)
Summary of Responsibilities
We are looking for a Sr Data Scientist who has handson experience in building end to end data science models & Data science lifecycle 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 uptodate 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
data science,gcp,python