Associate Principal Engineer, Machine Learning

Company Description

👋🏼

We're Nagarro.

REQUIREMENTS:

• Total experience: 11+ years.
• Strong working experience in Machine Learning, with strong focus on NLP and AI-driven solutions.
• Expert in Python, with deep knowledge of TensorFlow, PyTorch, or JAX.
• Strong grasp of NLP techniques including tokenization, word embeddings, attention, transformers, etc.
• Hands-on experience with Generative AI (GANs, VAEs, RAG) and Prompt Engineering.
• Solid background in Computer Vision and image processing tools like OpenCV.
• Experience deploying ML models to production and monitoring them in real-world environments.
• Familiarity with vector databases (e.g., FAISS, Pinecone) and semantic search techniques.
• Proven leadership in data science team management, mentoring, and strategic delivery.
• Strong knowledge of MLOps, DevOps, and scalable architecture patterns.
• Excellent problem-solving, communication, and analytical skills.
  

RESPONSIBILITIES:

• Understanding functional requirements thoroughly and analyzing the client’s needs in the context of the project
• Envisioning the overall solution for defined functional and non-functional requirements, and being able to define technologies, patterns and frameworks to realize it
• Determining and implementing design methodologies and tool sets
• Enabling application development by coordinating requirements, schedules, and activities.
• Being able to lead/support UAT and production roll outs
• Creating, understanding and validating WBS and estimated effort for given module/task, and being able to justify it
• Addressing issues promptly, responding positively to setbacks and challenges with a mindset of continuous improvement
• Giving constructive feedback to the team members and setting clear expectations.
  

Qualifications