Senior Staff Engineer, Machine Learning

Summary

Join Nagarro, a Digital Product Engineering company, as a highly experienced Machine Learning expert with 10+ years of experience. You will leverage your expertise in NLP, machine vision, and AI to deliver impactful solutions. Responsibilities include designing and developing scalable, cloud-based AI/ML solutions, writing high-quality code, and collaborating with cross-functional teams. You will need proficiency in Python, deep learning frameworks, and experience with data manipulation libraries. A strong understanding of statistical concepts and experience with Generative AI frameworks are also crucial. The ideal candidate will possess excellent communication skills and a proven track record of success in architecting and implementing robust ML pipelines.

Requirements

• Total experience 10+years
• Strong working experience in machine learning, with a proven track record of delivering impactful solutions in NLP, machine vision, and AI
• Proficiency in programming languages such as Python or R, and experience with data manipulation libraries (e.g., Pandas, NumPy)
• Strong understanding of statistical concepts and techniques, and experience applying them to real-world problems
• Strong programming skills in Python, and proficiency in deep learning frameworks such as TensorFlow, PyTorch, or JAX, as well as machine learning libraries such as scikit-learn
• Proficient experience with Generative AI frameworks such as GANs, VAEs, prompt engineering, and retrieval-augmented generation (RAG), and the ability to apply them to real-world problems
• Exposure to graph-based models, knowledge graphs, and related query languages
• Hands-on skills in data engineering and building robust ML pipelines
• Experience with personalization engines and digital marketing platform integrations
• Architect scalable, cloud-based AI/ML solutions on AWS, Azure, or GCP, integrating data pipelines and AI services
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams
• Bachelor’s or master’s degree in computer science, Information Technology, or a related field

Responsibilities

• Write and review great quality code
• Understand the client’s business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements
• Map decisions with requirements and be able to translate the same to developers
• Identify different solutions and being able to narrow down the best option that meets the clients’ requirements
• Define guidelines and benchmarks for NFR considerations during project implementation
• Write and review design document explaining overall architecture, framework, and high-level design of the application for the developers
• Review architecture and design on various aspects like extensibility, scalability, security, design patterns, user experience, NFRs, etc., and ensure that all relevant best practices are followed
• Develop and design the overall solution for defined functional and non-functional requirements; and defining technologies, patterns, and frameworks to materialize it
• Understand and relate technology integration scenarios and applying these learnings in projects
• Resolve issues that are raised during code/review, through exhaustive systematic analysis of the root cause, and being able to justify the decision taken
• Carry out POCs to make sure that suggested design/technologies meet the requirements