QA Engineer – AI/ML Model Validation

3 weeks ago

Mumbai, India Volga Infotech Full time

About the Role We are looking for a QA Engineer experienced in validating traditional AI/ML models to ensure the reliability, accuracy, and performance of predictive systems. The ideal candidate will collaborate closely with data scientists, MLOps engineers, and product teams to design comprehensive testing frameworks for AI models — ensuring correctness, consistency, and reproducibility across multiple datasets and environments. Key Responsibilities Validate and verify machine learning models (Regression, Classification, Clustering, NLP, etc.) across different stages of development and deployment. Develop and execute test plans , test cases , and validation strategies for AI/ML pipelines. Ensure model outputs meet defined accuracy, precision, recall, and F1-score benchmarks. Perform data quality checks , detect anomalies, and validate preprocessing pipelines. Validate feature engineering steps , ensuring data leakage and bias-free inputs. Conduct A/B testing , cross-validation , and reproducibility checks . Collaborate with Data Science teams to define acceptance criteria for models. Validate model retraining , version control , and drift detection processes. Document findings and prepare detailed QA reports for model performance and compliance. Automate regression testing and pipeline validation using CI/CD and MLOps frameworks. Required Skills & Experience Strong understanding of machine learning lifecycle (training, validation, inference). Experience validating supervised and unsupervised learning models . Hands-on skills in Python and ML libraries such as scikit-learn , TensorFlow , or PyTorch . Familiarity with data validation frameworks (e.g., Great Expectations , Deequ ). Experience with ML experiment tracking tools (MLflow, Weights & Biases, or Kubeflow). Working knowledge of SQL and data visualization for validation analysis. Understanding of MLOps , CI/CD pipelines , and model deployment tools (e.g., Docker, Jenkins, GitHub Actions ). Familiarity with statistics and data drift analysis (Kolmogorov–Smirnov test, PSI, etc.). Strong analytical mindset and ability to identify subtle inconsistencies in model performance.

  • AI/ML Model Validation Analyst

    3 days ago

    Mumbai Nirlon Know. Pk B-B, India Deutsche Bank Full time ₹ 5,00,000 - ₹ 12,00,000 per year

    Job Description:Job Title: AI/ML Model Validation AnalystLocation: Mumbai, IndiaRole DescriptionThe Risk division plays a critical role in identifying and managing a wide range of risks to which Deutsche Bank is exposed as part of its global operations – from credit and market risks to non-financial risks. As an integral part of this division, Model Risk...

  • Ai Ml Engineer

    1 week ago

    Mumbai, Maharashtra, India Arcitech Ai Full time ₹ 10,00,000 - ₹ 30,00,000 per year

    Designation: Python DeveloperExperienced in AI/MLLocation: Turbhe, Navi MumbaiCTC: 5-12 LPAYears of Experience: 2-5 yearsAt , were redefining the future with AI-powered software solutions across education, recruitment, marketplaces, and beyond. We're looking for a Python Developer passionate about AI/ML, who's ready to work on scalable, cloud-native...

  • AI/ML Engineer –

    2 weeks ago

    Mumbai, Maharashtra, India FIN AI Full time ₹ 12,00,000 - ₹ 36,00,000 per year

    About UsFin 100X.AI is building Bharat's Financial Operating System — India's 1st protocol-governed, AI-powered Financial OS designed to empower Youth, Gen Z, and first-time earners with dignity, security, and freedom. Backed by IIT alumni, CA, CFA, CFP, and CFO experts, we are creating the future of financial inclusion with 10 intelligent modules — from...

  • Quality Assurance Engineer

    6 days ago

    Mumbai, India HR Full time

    Description :- Min 7+ years of experience in software quality engineering & assurance.- Min 3+ years of Quality engineering experience in AI/ML projects- Solid understanding of and experience in Data engineering - Thorough understanding of AI, Machine Learning concepts, architecture and algorithms.- Good understanding of :1. LLM frameworks2. LLMs models...

  • QA Engineer – Machine Learning Systems

    3 weeks ago

    Mumbai, India Big Rattle Technologies | Big Rattle AI Full time

    Position: QA Engineer – Machine Learning Systems (5 - 7 years)Location: Remote (Company in Mumbai)Company: Big Rattle Technologies Private LimitedImmediate Joiners only.Summary:The QA Engineer will own quality assurance across the ML lifecycle—from raw data validation through feature engineering checks, model training/evaluation verification, batch...

  • QA Engineer – Machine Learning Systems

    3 weeks ago

    Mumbai, India Big Rattle Technologies | Big Rattle AI Full time

    Position: QA Engineer – Machine Learning Systems (5 - 7 years) Location: Remote (Company in Mumbai) Company: Big Rattle Technologies Private Limited Immediate Joiners only. Summary: The QA Engineer will own quality assurance across the ML lifecycle—from raw data validation through feature engineering checks, model training/evaluation verification, batch...

  • QA Engineer – Machine Learning Systems

    2 weeks ago

    Mumbai, India Big Rattle Technologies | Big Rattle AI Full time

    Position: QA Engineer – Machine Learning Systems (5 - 7 years) Location: Remote (Company in Mumbai) Company: Big Rattle Technologies Private Limited Immediate Joiners only. Summary: The QA Engineer will own quality assurance across the ML lifecycle—from raw data validation through feature engineering checks, model training/evaluation verification, batch...

  • Ai/ml software engineer

    4 weeks ago

    Mumbai, India Ai Tech Secure Full time

    Software Engineers (3 to 5 Years Experience) | AI Tech Secure |Location: Remote / Mumbai / GuwahatiJob Type: Full-timeAt AI Tech Secure, we are transforming how AI and advanced technology protect the global payments ecosystem. Our platform empowers Banks, PSPs, and Marketplaces to onboard and monitor merchants with unmatched speed, accuracy, and regulatory...

  • AI/ML Engineer

    6 days ago

    Navi Mumbai, India Qode Full time

    AI/ML Engineer We are seeking a highly skilled Machine Learning Engineer to join our dynamic team. You will be responsible for designing, developing, and deploying machine learning models and AI solutions that address complex challenges. The ideal candidate is proficient in Python, PyTorch, and statistical modeling and has a strong passion for leveraging AI...

  • AI/ML Engineer

    1 week ago

    navi mumbai, India Qode Full time

    AI/ML Engineer We are seeking a highly skilled Machine Learning Engineer to join our dynamic team. You will be responsible for designing, developing, and deploying machine learning models and AI solutions that address complex challenges. The ideal candidate is proficient in Python, PyTorch, and statistical modeling and has a strong passion for leveraging AI...