13 Aug
|
Tata Consultancy Services
|
Pune
13 Aug
Tata Consultancy Services
Pune
We are hiring for
Solution Architect – AI & Digital Twin
Pet Food Manufacturing
Experience - 10-15yrs
Location- Chennai / Hyderabad / Pune
JD-
Roles & Responsibilities
AI & Digital Twin Architecture Design
- Design end-to-end architecture covering data ingestion, AI pipelines, and twin computation
- Define scalable models for predictive, prescriptive, and generative AI use cases
- Establish architecture layers across edge, data, model, and visualization
- Ensure scalability and enterprise alignment across global manufacturing sites
Manufacturing Use Case Development
- Translate plant challenges into AI and Digital Twin solutions
- Design use cases such as Filler twin, vision inspection, predictive maintenance
- Develop reusable solution blueprints for multi-site deployment
- Align solutions with KPIs like OEE, yield, and cost optimization
Data & Integration Architecture
- Define integration across MES, ERP, LIMS, SCADA, and historian systems
- Architect secure OT-IT connectivity and real-time data pipelines
- Ensure standardized data models for scaling twins across lines/sites
- Enable real-time analytics and performance monitoring
Platform Selection & Standardization
- Select AI/ML platforms, Digital Twin frameworks, and IoT technologies
- Define reference architectures and standard toolkits
- Drive platform-based scalable solutions
- Enable reuse across recipes, lines, and sites
Governance, Delivery & TMO Enablement
- Lead architecture governance and design reviews
- Guide AI model lifecycle and twin validation
- Support implementation, commissioning, and Sim-to-Real deployment
- Enable multi-site rollout and value tracking through TMO
Skillset Required
AI & Digital Twin Technical Expertise
- Expertise in AI/ML applications like predictive maintenance and optimization
- Solid understanding of Digital Twin concepts (process, asset, plant)
- Experience with data pipelines, feature engineering, and model deployment
- Familiarity with simulation and physi
📌 Solution Architect – AI (Pune)
🏢 Tata Consultancy Services
📍 Pune