10 Sep
|
Tata Consultancy Services
|
India
10 Sep
Tata Consultancy Services
India
Job Title: AI Data Architect
Experience Required: 8 to 15 Years
Role Overview: We are seeking an inventive Data Architect for AI with 8–15 years of experience to lead the strategic design and implementation of enterprise-scale AI solutions. This role requires deep expertise in designs, develops, and deploys scalable and secure data architectures on cloud platforms to support AI & ML initiatives. They bridge the gap between business needs and technical implementation by creating the necessary infrastructure for data processing, model training , and inference . This role requires expertise in cloud services, distributed computing, that handle large datasets and complex workloads for AI/ML frameworks, and MLOps to build robust systems
Key Responsibilities:
- Architectural and Design: Create and document scalable, secure, and cost-effective data architecture in the cloud (AWS/Azure/GCP) to support AI/ML data workloads.
- Solution development: Build, optimize, and deploy end-to-end data solutions, such as recommendation data processing engines and data analytic engines.
- Data Engineering:
Proficiency in Data pipelines, ETL processes, Big Data Analytics and data management (SQL, NoSQL, data cleaning).
- Technical implementation: Select and implement appropriate technologies, including data lakes, batch processing, real-time processing systems and MLOps tools.
- Collaboration : Work with stakeholders, data scientists, and other teams to translate business requirements into technical specifications and ensure successful technical delivery.
- System management: Ensure the reliability, performance, and security of Data & AI intensive systems.
Skills:
- Cloud Platforms : Deep knowledge and expertise in cloud data services and ANY ONE cloud platforms (AWS or Azure OR Google Cloud).
- Data and analytics : Experience in ANY ONE of the following data platforms, Data modeling, and Distributed computing frameworks.
- Databricks
- Snowflake
- AI/ML knowledge : Experience in machine
📌 AI Data Architect (India)
🏢 Tata Consultancy Services
📍 India