05 Oct
|
Capgemini
|
Gurugram
05 Oct
Capgemini
Gurugram
At Capgemini Engineering, the world leader in engineering services, we bring together a global team of engineers, scientists, and architects to help the world’s most cutting-edge companies unleash their potential. From autonomous cars to life-saving robots, our digital and software technology experts think outside the box as they provide unique R&D; and engineering services across all industries. Join us for a career full of opportunities. Where you can make a difference. Where no two days are the same.
Job Description
Owns the data science lifecycle end-to-end across multi-industry engagements - presales and opportunity shaping, greenfield ML/AI platform architecture, model development and productionization, and program governance through steady-state delivery, with a roadmap toward autonomous, self-optimizing AI/ML operations.
Key Responsibilities
• Lead presales engagements - RFP/RFI response, AI/ML solution architecture, effort estimation and commercial shaping - and present win themes to executive level stakeholders.
• Own the end-to-end data science lifecycle - problem framing, exploratory data analysis, feature engineering, model development, validation and deployment.
• Architect greenfield data and ML platforms (cloud-native data lakes/lakehouses, feature stores, MLOps pipelines), including vendor and tooling selection.
• Define the roadmap toward autonomous, self-optimizing ML operations - automated retraining, drift detection and closed-loop model monitoring.
• Lead large-scale brownfield data and analytics platform modernization and legacy-to-target migrations with minimal business disruption.
• Partner with data engineering to ensure pipeline quality, governance and lineage, while personally owning model design, validation and business impact.
• Own delivery governance for multi-year, multi-workstream AI/ML transformation programs - scope, schedule, risk, quality and financials.
• Act as single technical point of accountability across design, bu
📌 Data Science Architect | 9 to 14 years | Gurgaon (Gurugram)
🏢 Capgemini
📍 Gurugram