Role Description We're looking for great new colleagues to join our team at Nagarro. The role involves: - Understanding the client’s business use cases and technical requirements and converting them into technical design that meets the requirements. - Mapping decisions with requirements and translating them to developers. - Identifying different solutions and narrowing down the best option that meets the client’s requirements. - Defining guidelines and benchmarks for NFR considerations during project implementation. - Writing and reviewing design documents explaining overall architecture, framework, and high-level design of the application for developers. - Reviewing architecture and design on various aspects like extensibility, scalability, security, design patterns, user experience, NFRs, etc., ensuring that all relevant best practices are followed. - Developing and designing the overall solution for defined functional and non-functional requirements; defining technologies, patterns, and frameworks to materialize it. - Understanding and relating technology integration scenarios and applying these learnings in projects. - Resolving issues raised during code/review through exhaustive systematic analysis of the root cause and justifying the decisions taken. - Carrying out POCs to ensure that suggested design/technologies meet the requirements. Qualifications - Bachelor’s or master’s degree in computer science, Information Technology, or a related field. Requirements - Total experience: 9+ Years. - Strong working experience in machine learning, with a proven track record of delivering impactful solutions in NLP, machine vision, and AI. - Must have experience in AI/ML architecture design and implementation in data/big data using cloud infrastructure. - 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. - Experience in SQL. - Understanding of MLOps and at least one deployment using technologies such as MLflow, Kubeflow, Docker, Kubernetes, model deployment pipelines. - Experience in designing, developing, and deploying AI agents as part of multi-agent systems for autonomous/semi-autonomous decision-making and agent orchestration. - Strong understanding of LLMs and foundation models with expertise in designing and building prompts for prompt development and templates. - Practical 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. - Excellent problem-solving skills, with a creative and analytical mindset. - Strong communication and teamwork skills, with the ability to work effectively in a team environment and interact with stakeholders at all levels. - Experience with AI ethics and responsible AI practices. Company Description Nagarro is a Digital Product Engineering company that is scaling in a big way! We build products, services, and experiences that inspire, excite, and delight. Our work culture is dynamic and non-hierarchical.