Senior Engineer
Role purpose:
Define and automate the test strategy for multimodal data pipelines, AI workflows, containers, repositories, and related software components.
Key responsibilities:
Create risk-based test strategy covering unit, integration, system, data-quality, performance, security, regression, and release validation.
Define test data, expected results, traceability, entry/exit criteria, defect workflow, and evidence requirements.
Automate validation of schemas, synchronization, completeness, lineage, reproducibility, model inputs/outputs, APIs, and deployment packages.
Integrate tests into CI/CD and establish quality dashboards, failure triage, and continuous improvement.
Coordinate with engineers, AI teams, annotation quality, security, and product stakeholders.
Required experience and skills: Extensive experience in software/data quality engineering and test automation.
Hands-on automation for data pipelines, APIs, containers, and distributed systems. Ability to design tests for non-deterministic or data-dependent AI workflows.
Preferred experience:
PyTest, Great Expectations/Deequ, contract testing, performance testing, security testing, model validation, or simulation-based testing.
Salary Range:
$90,000 - $150,000 per yearTCS 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
