11 Sep
|
Omnicom Global Solutions
|
India
11 Sep
Omnicom Global Solutions
India
Job Title: Data Scientist (3–5 Years Experience)
Location: Bangalore / Hyderabad
Shift Timings: 4:00 PM – 1:00 AM IST
Work Model: Hybrid (3 Days Work From Office / 2 Days Work From Home)
Position Overview
We are looking for an experienced Data Scientist with 3 to 5 years of hands-on expertise in building scalable machine learning models and deploying them on Google Cloud Platform (GCP). In this role, you will design, develop, and operationalize end-to-end ML workflows using GCP-native tools like Vertex AI and BigQuery ML, alongside core frameworks like TensorFlow and PyTorch. You will collaborate closely with cross-functional teams to translate business requirements into production-ready AI solutions.
Key Responsibilities
Model Development: Design, build, train, and evaluate predictive models and machine learning algorithms using Python, TensorFlow, and PyTorch.
Data Engineering & Querying: Extract, transform, and analyze large datasets using Advanced SQL and BigQuery / BigQuery ML.
GCP Architecture: Leverage Google Cloud Platform services (Vertex AI, Cloud Functions, BigQuery)
to build production-grade ML pipelines.
MLOps & Automation: Build and maintain automated end-to-end ML pipelines using Kubeflow and Vertex AI for continuous integration, training, deployment, and monitoring (CI/CD/CT).
Serverless Workflows: Write and deploy serverless code using Cloud Functions to trigger ML pipelines and handle event-driven data processing.
Cross-Functional Collaboration: Partner with data engineers, software developers, and business stakeholders to integrate ML solutions into existing applications.
Required Skills & Qualifications
Experience: 3–5 years of relevant experience as a Data Scientist or Machine Learning Engineer.
Core Programming: Advanced proficiency in Python and deep knowledge of data manipulation libraries (Pandas, NumPy, Scikit-learn).
Database & SQL: Solid expertise in Advanced SQL (complex joins, window functions, query optimization) and experience worki
📌 Data Scientist (India)
🏢 Omnicom Global Solutions
📍 India