Role: AI Engineer
Location: Cary, NC (Onsite)
Type: Fulltime role with Tata Consultancy Services
Job Description:
Must Have Technical/Functional Skills:
· Strong programming skills in Python (mandatory)
· Solid understanding of machine learning algorithms and statistics
· Hands on experience with ML/DL frameworks (TensorFlow, PyTorch, Scikit learn)
· Experience working with structured and unstructured data
· Knowledge of SQL and data processing libraries (Pandas, NumPy)
· Experience deploying models using APIs, Docker, and cloud platforms (AWS/Azure/Google Cloud Platform)
· Familiarity with Git, CI/CD pipelines, and software engineering best practices
Preferred Skills (Good to Have):
· Experience with Generative AI / LLMs (OpenAI, Azure OpenAI, Hugging Face)
· Knowledge of MLOps tools (MLflow, Kubeflow, Airflow)
· Experience with big data technologies (Spark, Databricks)
· Exposure to computer vision or NLP use cases
Roles & Responsibilities:
· Design, develop, and deploy machine learning and AI models for business applications
· Build and optimize data pipelines for model training, validation, and inference
· Implement algorithms using Python and ML/DL frameworks (TensorFlow, PyTorch, Scikit learn)
· Integrate AI models into applications using REST APIs, microservices, or cloud services
· Perform model evaluation, tuning, and performance optimization
· Monitor models in production for accuracy, drift, and reliability
· Collaborate with product managers, data scientists, and engineers to translate requirements into AI solutions
· Implement MLOps practices including versioning, CI/CD, and automated deployments
· Ensure adherence to Responsible AI, security, data privacy, and compliance standards
· Document models, pipelines, and deployment procedures.
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