16 Oct
|
Omnicom Global Solutions
|
Bengaluru
16 Oct
Omnicom Global Solutions
Bengaluru
Greetings for the day!
About Omnicom Global Solutions
Omnicom Global Solutions (OGS) is an integral part of Omnicom Group, a leading global marketing and corporate communications company. Omnicoms branded networks and specialty firms deliver advertising, strategic media planning and buying, digital and interactive marketing, direct and promotional marketing, public relations, and other specialized communication solutions to over 5,000 clients across more than 70 countries.
OGS India serves as a key global capability center for Omnicom, enabling its agencies and group companies with scaled delivery, specialized expertise, and integrated solutions. Our capabilities span Media, Data & Analytics, Technology, MarTech, Commerce, Business Support Solutions, Creative Production, Healthcare, and Strategy & Insights.
With a workforce of over 7,000 professionals in India, OGS continues to expand its capabilities and global impact, supporting the evolving needs of clients and agencies.
We are committed to building future-ready talent and delivering high-quality, outcome-driven solutions.
Shift Timings for the role: 4pm - 1AM
Location: Hyderabad/Pune/Bangalore/Gurgaon
Mode: Hybrid (3days WFO and 2days WFH)
Position Overview
We are looking for a Data Scientist to join our team and help us turn complex data into actionable business insights. The ideal candidate will have a deep understanding of statistical modeling and machine learning, coupled with hands-on experience in the Google Cloud Platform (GCP) ecosystem. You will be responsible for building end-to-end ML pipelinesfrom data ingestion in BigQuery to model deployment and monitoring via Vertex AI.
Key Responsibilities
- Data Exploration & Strategy: Mine and analyze data from company databases (BigQuery)
to drive optimization and improvement of product development, marketing techniques, and business strategies.
- Model Development: Develop custom data models and algorithms to apply to data sets (supervised/unsupervised learning, NLP, computer vision, etc.).
- GCP Implementation: Utilize Vertex AI for training and deploying models at scale. Leverage Dataflow or Dataproc for large-scale data processing.
- Collaboration: Coordinate with different functional teams to implement models and monitor outcomes. Work closely with Data Engineers to ensure data quality and pipeline efficiency.
- A/B Testing: Design and execute A/B testing frameworks to evaluate model performance and product changes.
- Visualization: Build automated dashboards and reports using Looker or Looker Studio to communicate findings to stakeholders.
Required Technical Skills
- Programming: Mastery of Python (Scikit-Learn, Pandas, NumPy) and/or R.
- SQL Mastery: Advanced SQL skills, specifically optimized for BigQuery (using standard SQL and ML functions).
- GCP Ecosystem:
oVertex AI (AutoML, Training, Pipelines, and Model Registry). oBigQuery ML for quick-to-market predictive modeling.
oCloud Storage and Cloud Functions for event-driven data tasks.
- MLOps: Familiarity with CI/CD for machine learning (Kubeflow or Vertex AI Pipelines).
- Deep Learning: Experience with TensorFlow or PyTorch (bonus if you've used Googles TPU infrastructure).
- Education: Bachelors or Master’s degree in Statistics, Mathematics, Computer Science, or a related quantitative field.
- Experience: 4+ years of professional experience as a Data Scientist
- Certification (Preferred): Google Skilled Data Engineer or Professional Machine Learning Engineer certification.
📌 Opportunity For Data Scientist role with Omnicom Global Solutions (Bengaluru)
🏢 Omnicom Global Solutions
📍 Bengaluru