Ai-ready Data And Annotations Products Architect

Tata Consultancy Services; 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

Must Have Technical/Functional Skills

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

Good to Have

• Robotics, autonomous vehicles, industrial vision, digital twins, or synthetic data.
• Cloud data platforms, object storage, distributed processing, feature or dataset stores, and MLOps integration.

Roles & 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.

Managerial Skills

Drive architecture reviews, technical decisions, reusable standards, and implementation guidance for engineering teams.

Salary Range

Salary Range: $90,000 - $150,000 per year

$90,000 - $150,000

TCS Employee Benefits Summary

• Discretionary Annual Incentive.
• Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.
• Family Support: Maternal & Parental Leaves.
• Insurance Options: Auto & Home Insurance, Identity Theft Protection.
• Convenience & Professional Growth: Commuter Benefits & Certification & Training Reimbursement.
• Time Off: Vacation, Time Off, Sick Leave & Holidays.
• Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

Location

Irving, TX

Function

TECHNOLOGY

Role

Senior Engineer

ID

437147

Skills

Artificial Intelligence

Salary Range

$90,000 - $150,000

Desired Candidate Profile

Qualifications

BACHELOR OF COMPUTER SCIENCE