AI-Ready Data & Annotations Platform Architect

Tata Consultancy Services Limited; Irving (TX); On-site; USD 90,000 - 150,000; Full time

Benefits offered by this job

Annual incentive

Medical coverage

Parental leaves

401K plan

Training reimbursement

Job summary

Tata Consultancy Services Limited in Irving, TX seeks a Senior Engineer to lead end-to-end architecture of AI-ready datasets and data products for autonomous systems and computer vision. You will define data schemas, metadata, lineage, and contracts across ingestion, curation, annotation, model training and validation, aligning with security and deployment needs.

This role offers exposure to large-scale data platforms, multimodal datasets (video, LiDAR, images), and opportunities to shape data

Qualifications

• Architecture of large-scale data products or platforms for AI/ML workloads.
• Hands-on understanding of multimodal and unstructured data lifecycle management.
• Metadata, cataloging, lineage, quality, governance, versioning, and data-contract design.
• Translate autonomous-systems use cases into implementable data architecture.

Responsibilities

• Define the end-to-end architecture for governed, reusable AI-ready datasets and annotation products supporting autonomous systems, robotics, computer vision, and machine-learning development.
• Define dataset structure, schemas, metadata, lineage, versioning, quality gates, release records, and retention patterns.
• Establish data-product contracts and interfaces across ingestion, curation, annotation, model training, validation, and consumption.
• Design scalable patterns for multimodal sensor datasets including video, images, LiDAR, GNSS, IMU, telemetry, captions, reasoning outputs, and ground truth.
• Align data-product architecture with pipeline architecture, security controls, annotation standards, and model-development needs.
• Drive architecture reviews, technical decisions, reusable standards, and implementation guidance for engineering teams.

Skills

Artificial Intelligence

Education

Bachelor of Computer Science

Job description

Tata Consultancy Services Limited in Irving, TX seeks a Senior Engineer to lead end-to-end architecture of AI-ready datasets and data products for autonomous systems and computer vision. You will define data schemas, metadata, lineage, and contracts across ingestion, curation, annotation, model training and validation, aligning with security and deployment needs.

This role offers exposure to large-scale data platforms, multimodal datasets (video, LiDAR, images), and opportunities to shape data