Job Summary:
We are looking for a passionate and skilled Python – AI/ML Engineer who brings strong expertise in building AI/ML solutions, productionizing models, and contributing to end-to-end ML pipelines. The ideal candidate should possess deep knowledge of traditional and deep learning concepts, hands-on programming capabilities, experience in enterprise-grade software engineering, and a positive understanding of MLOps practices.

Key Responsibilities:
- Design, develop, and deploy scalable machine learning models for classification, regression, NLP, and generative tasks.
- Build and optimize data transformation workflows using Python and Pandas.
- Lead AI/ML project pipelines from data ingestion to model deployment and monitoring.
- Implement model observability, monitoring for drift, and continuous model evaluation.
- Develop REST APIs and integrate ML models with production systems using frameworks like FastAPI.
- Participate in code reviews, write unit/integration tests, and ensure high code quality.
- Collaborate with cross-functional teams including Data Engineers, DevOps,



and Product Managers.
- Stay current with the latest developments in AI, GenAI, ML frameworks, and tools. Use DevOps/MLOps tools to automate and manage model lifecycle processes.

Required Skills:
Programming & Python Ecosystem:
- Advanced proficiency in Python, including libraries such as Pandas, NumPy, Scikit-learn, TensorFlow/PyTorch.
- Strong understanding of asynchronous programming, FastAPI, and concurrency

(Starlette).
- Deep understanding of multithreading, multiprocessing, and the Python GIL.
- Ability to write clean, efficient, and testable code.

Machine Learning & Deep Learning:
- Solid grasp of traditional ML concepts: classification, regression, overfitting/underfitting, regularization (L1/L2), multicollinearity.
- Experience with deep learning: RNNs, attention mechanisms, dropout, early stopping, loss functions (BCE, categorical cross entropy), diffusion models vs GANs.
- Fami

📌 Python – AI/ML Engineer (Gurugram)
🏢 NEXTGEN Innovation Labs
📍 Gurugram