AI and Synthetic Data Engineer

Tata Consultancy Services Ltd

  • Irving, TX
  • 10 days ago
  • $90,000–$150,000 Per Year

Highlights

Generate labeled image, video, point-cloud, depth, segmentation, pose, and scene data from. Train and evaluate perception models using synthetic, real, and blended datasets.

Numbers & Facts

LocationIrving, TX
Salary$90,000–$150,000 Per Year

Description

Role: Senior Engineer

Required Skills: Artificial intelligence

Qualification: BACHELOR OF COMPUTER SCIENCE

Experience: 8 - 15 Years

Function: TECHNOLOGY

Apply By: 2026-12-22

Role purpose

Develop synthetic-data pipelines and AI experiments for perception and physical-AI use cases using

simulated industrial environments and sensor outputs.

Key responsibilities

  • Generate labeled image, video, point-cloud, depth, segmentation, pose, and scene data from

simulation.

  • Design domain randomization, scenario coverage, class balancing, and dataset versioning.
  • Train and evaluate perception models using synthetic, real, and blended datasets.
  • Measure domain gap and improve transfer through simulation, augmentation, adaptation, and

targeted real data.

  • Automate experiments, metadata capture, quality checks, and reproducible releases.

Required experience and skills

  • Computer vision or ML engineering plus synthetic-data experience.
  • Python and deep-learning frameworks.
  • Understanding of labels, ground truth, dataset bias, evaluation, and experiment reproducibility.

Preferred experience

Omniverse Replicator, Isaac Sim, diffusion models, YOLO/RF-DETR, segmentation, point clouds,

domain adaptation, or MLOps.

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

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.

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