Ai/ml Engineer

3 weeks ago

Bangalore Karnataka, India QualiTest Full time

Key Responsibilities Design develop and deploy ML models and AI solutions across various domains such as NLP computer vision recommendation systems time-series forecasting etc Perform data preprocessing feature engineering and model training using frameworks like TensorFlow PyTorch Scikit-learn or similar Collaborate with cross-functional teams to understand business problems and translate them into AI ML solutions Optimize models for performance scalability and reliability in production environments Integrate ML pipelines with production systems using tools like MLflow Airflow Docker or Kubernetes Conduct rigorous model evaluation using metrics and validation techniques Stay up-to-date with state-of-the-art AI ML research and apply findings to enhance existing systems Mentor junior engineers and contribute to best practices in ML engineering Required Skills Qualifications Bachelor s or Master s degree in Computer Science Data Science Engineering or a related field 4-8 years of hands-on experience in machine learning deep learning or applied AI Proficiency in Python and ML libraries frameworks e g Scikit-learn TensorFlow PyTorch XGBoost Experience with data wrangling tools Pandas NumPy and SQL NoSQL databases Familiarity with cloud platforms AWS GCP or Azure and ML tools SageMaker Vertex AI etc Solid understanding of model deployment monitoring and CI CD pipelines Strong problem-solving skills and the ability to communicate technical concepts clearly

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