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Persistent Systems

QA Automation (Python + ML)

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Job Description

About Persistent

We are an AI-led, platform-driven Digital Engineering and Enterprise Modernization partner, combining deep technical expertise and industry experience to help our clients anticipate what's next. Our offerings and proven solutions create a unique competitive advantage for our clients by giving them the power to see beyond and rise above. We work with many industry-leading organizations across the world, including 20 Fortune 50 companies and 4 of the 5 top banks in both the US and India, and numerous innovators across the healthcare ecosystem.

Our disruptor's mindset, commitment to client success, and agility to thrive in the dynamic environment have enabled us to sustain our growth momentum. Persistent has been recognized across top industry platforms for innovation, leadership, and inclusion. We reported $1,654.4M FY26 revenue with 17.4% Y-o-Y growth. We have delivered 24 sequential quarters of growth with $436.0M in Q4 FY26 revenue, up 3.2% Q-o-Q and 16.2% Y-o-Y growth. Our 27,500+ global team members, located in 18 countries, have been instrumental in helping the market leaders transform their industries. We have been recognized as the Fastest Growing IT Services Brand Globally in the 2026 Brand Finance IT Services 25 Report. We named a Leader in the Everest Group Private Equity (PE) Services PEAK Matrix® Assessment 2026 and Software Product Engineering PEAK Matrix® Assessment 2026.

About Position

  • You will join a high-impact engineering team building a Python-based platform powering APIs, data/ML pipelines, and GenAI capabilities (LLM-based services). Today, quality is mostly implicit. Your mission is to build it from scratch and make it a first-class engineering discipline.
  • You'll be embedded within a squad, working side by side with backend engineers, ML engineers, SREs, and product teams, and acting as the quality reference point for everything we ship.
  • Role: QA Automation (Python + ML)
  • Location: All PSL
  • Experience: 5-10yrs
  • Job Type: Full Time Employment

What You'll Do

Build quality as a platform (from zero)

  • Define and implement end-to-end automated testing strategy across APIs, data pipelines, and GenAI services
  • Build Python-based testing frameworks using Pytest (including async testing)
  • Establish scalable, reusable test architecture that teams can adopt

Own API & platform quality

  • Design and implement automated API testing for FastAPI-based services
  • Ensure functional correctness, resilience, and edge-case coverage
  • Validate behavior across distributed and async systems

Lead quality for AI/LLM systems

  • Build evaluation frameworks for LLM outputs
  • Define and implement quality metrics (factuality, hallucination rate, consistency, etc.)
  • Create prompt testing and regression suites to prevent model drift and unexpected behavior
  • Bring structure and repeatability to an inherently probabilistic system

Define the engineering quality bar

  • Establish quality gates in CI/CD (GitHub Actions) — no test, no release
  • Drive shift-left quality, actively participating in design discussions and architecture reviews
  • Define what done means from a quality perspective

Performance, reliability & observability

  • Design and implement performance tests (e.g., Locust) for APIs and services
  • Work with SRE to ensure quality signals are visible via Grafana and observability tools
  • Validate behavior under load and failure scenarios

Security & robustness

  • Validate API behaviors around authentication, input validation, and error handling
  • Contribute to ensuring secure and resilient systems, including LLM-specific risks (e.g., prompt misuse)
  • Contribute to governance and standardization: reusable templates, reference implementations, and documented patterns for internal agent/app delivery.

Expertise You Will Bring

  • 6+ years of experience in QA / SDET / Quality Engineering roles
  • Strong experience in Python-based test automation (Pytest preferred)
  • Proven experience testing APIs (REST), including async services
  • Experience building test frameworks from scratch — not just executing tests
  • Deep automation mindset — 90–100% automated testing environments

AI / ML Quality (must-have)

  • Hands-on experience with LLM or AI system validation
  • Experience defining evaluation metrics for model outputs (e.g., hallucination, accuracy, consistency)
  • Familiarity with prompt testing and regression strategies

Benefits

  • Competitive salary and benefits package
  • Culture focused on talent development with quarterly growth opportunities and company-sponsored higher education and certifications
  • Opportunity to work with cutting-edge technologies
  • Employee engagement initiatives such as project parties, flexible work hours, and Long Service awards
  • Annual health check-ups
  • Insurance coverage: group term life, personal accident, and Mediclaim hospitalization for self, spouse, two children, and parents

Values-Driven, People-Centric & Inclusive Work Environment

Persistent is dedicated to fostering diversity and inclusion in the workplace. We invite applications from all qualified individuals, including those with disabilities, and regardless of gender or gender preference. We welcome diverse candidates from all backgrounds.

  • We support hybrid work and flexible hours to fit diverse lifestyles.
  • Our office is accessibility-friendly, with ergonomic setups and assistive technologies to support employees with physical disabilities.
  • If you are a person with disabilities and have specific requirements, please inform us during the application process or at any time during your employment

Let's unleash your full potential at Persistent - persistent.com/careers

Persistent is an Equal Opportunity Employer and prohibits discrimination and harassment of any kind.

Automation, Python, LLM, ML

More Info

About Company

Job ID: 149232887