Hire Machine Learning Engineers in Ahmedabad

• Strong Python skills with deep experience in TensorFlow or PyTorch
• Has deployed ML models to production and managed the full ML lifecycle
• Experience with MLOps tools and model monitoring in production
• Understands data pipeline design and feature engineering at scale
• Can discuss model evaluation metrics and knows when models are underperforming
• Familiar with cloud ML services (SageMaker, Vertex AI, Azure ML)

• Cannot explain the difference between training, validation, and test sets
• Only builds models in notebooks and has never deployed to production
• No understanding of data drift, model monitoring, or retraining strategies
• Cannot discuss trade-offs between model accuracy and inference latency
• Has never worked with large datasets or distributed training
• Cannot explain the models they've built beyond 'I used a neural network'

Ahmedabad is a growing IT hub in western India, bolstered by the development of GIFT City — India's first International Financial Services Centre. The city has a strong entrepreneurial culture and is attracting increasing tech investment.

• Strong web and mobile development talent from a thriving SME IT services sector
• Growing fintech expertise driven by GIFT City development
• Cost advantage of 40–50% over Bangalore for comparable talent
• Solid pipeline from NID, IIT Gandhinagar, and DA-IICT