Scenario Framework Engineer

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

Benefits offered by this job

Medical Coverage

Dental & Vision

401K Plan

Training Reimbursement

Paid Time Off

Job summary

Tata Consultancy Services Limited in Irving, TX seeks an Engineer to develop a reusable framework for defining, generating, executing, parameterizing, and analyzing simulation scenarios for robotics and autonomous-system validation.

The role emphasizes building APIs and tools for deterministic and randomized scenario creation, supporting coverage-driven test generation, and ensuring traceability of seeds, results, and versions.

Qualifications

• Strong Python/C++ software engineering and framework design.
• Experience with simulation scenarios, robotics/autonomous testing, or model-based testing.
• Understanding of determinism, randomization, coverage, and reproducibility.

Responsibilities

• Define scenario schemas, parameter models, constraints, event triggers, actors, environment conditions, and expected outcomes.
• Build APIs, libraries, templates, and tools for deterministic and randomized scenario creation.
• Support coverage-driven test generation, replay, combinatorial variation, and regression suites.
• Capture seeds, versions, results, failures, and traceability for reproducibility.
• Integrate scenarios with simulators, sensor models, orchestration, and QA reporting.

Skills

Python

C++

Artificial intelligence

Education

Bachelor of Computer Science

Job description

Role purpose

Develop a reusable framework for defining, generating, executing, parameterizing, and analyzing simulation scenarios for robotics and autonomous-system validation.

Key responsibilities

• Define scenario schemas, parameter models, constraints, event triggers, actors, environment conditions, and expected outcomes.
• Build APIs, libraries, templates, and tools for deterministic and randomized scenario creation.
• Support coverage-driven test generation, replay, combinatorial variation, and regression suites.
• Capture seeds, versions, results, failures, and traceability for reproducibility.
• Integrate scenarios with simulators, sensor models, orchestration, and QA reporting.

Required experience and skills

• Strong Python/C++ software engineering and framework design.
• Experience with simulation scenarios, robotics/autonomous testing, or model-based testing.
• Understanding of determinism, randomization, coverage, and reproducibility.

Preferred experience

OpenSCENARIO, ROS2, behavior trees, pytest, property-based testing, Isaac Sim, or traffic/industrial scenario modeling.

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.

Location

Irving, TX

Function

TECHNOLOGY

Role

Engineer

ID

437252

Skills

Artificial intelligence

Salary Range

$90,000 - $150,000

Desired Candidate Profile

Qualifications

BACHELOR OF COMPUTER SCIENCE