08 Oct
|
Omnicom Global Solutions
|
Bengaluru
08 Oct
Omnicom Global Solutions
Bengaluru
Job Description
Job Title: Data Scientist (3–5 Years Experience)
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Location: Bangalore / Hyderabad
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Shift Timings: 4:00 PM – 1:00 AM IST
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Work Model: Hybrid (3 Days Work From Office / 2 Days Work From Home)
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Position Overview
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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.
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Key Responsibilities
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Model Development: Design, build, train, and evaluate predictive models and machine learning algorithms using Python, TensorFlow, and PyTorch.
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Data Engineering & Querying: Extract, transform, and analyze large datasets using Advanced SQL and BigQuery / BigQuery ML.
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GCP Architecture:
Leverage Google Cloud Platform services (Vertex AI, Cloud Functions, BigQuery) to build production-grade ML pipelines.
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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).
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Serverless Workflows: Write and deploy serverless code using Cloud Functions to trigger ML pipelines and handle event-driven data processing.
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Cross-Functional Collaboration: Partner with data engineers, software developers, and business stakeholders to integrate ML solutions into existing applications.
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Required Skills & Qualifications
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Experience: 3–5 years of relevant experience as a Data Scientist or Machine Learning Engineer.
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Core Programming: Advanced proficiency in Python and deep knowledge of data manipulation libraries (Pandas, NumPy, Scikit-learn).
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Database &
📌 Data Scientist Bengaluru
🏢 Omnicom Global Solutions
📍 Bengaluru