Associate Staff Engineer (Machine Learning)

Company Description

👋🏼We're Nagarro.

We are a Digital Product Engineering company that is scaling in a big way! We build products, services, and experiences that inspire, excite, and delight. We work at scale across all devices and digital mediums, and our people exist everywhere in the world (18000+ experts across 36 countries, to be exact). Our work culture is dynamic and non-hierarchical. We are looking for great new colleagues. That's where you come in!

Job Description

REQUIREMENTS:

• Experience: 5+ Years
• Proven experience in generative AI, with a focus on LangChain, RAG (Retrieval-Augmented Generation) techniques.
• Proficiency with OpenAI models and frameworks (e.g., GPT-3, GPT-4, Codex).
• Strong background in working with open-source AI models and tools (e.g., TensorFlow and Hugging Face).
• Solid understanding of machine learning algorithms, natural language processing, and neural network architectures.
• Experience with any cloud platforms and services (e.g., AWS, Google Cloud, Azure) for AI model deployment and scaling.
• Proficient in programming languages such as Python, with experience in developing and deploying AI solutions.
• Excellent problem-solving skills, with a creative and analytical mindset.
• Strong communication and teamwork skills.
• Experience with AI ethics and responsible AI practices.
• Familiarity with other generative AI techniques such as GANs (Generative Adversarial Networks) and VAEs (Variational Autoencoders).
• Contributions to AI research publications or open-source projects.

RESPONSIBILITIES:

• Understanding the client’s business use cases and technical requirements and be able to convert them into technical design which elegantly meets the requirements.
• Mapping decisions with requirements and be able to translate the same to developers.
• Identifying different solutions and being able to narrow down the best option that meets the client’s requirements.
• Defining guidelines and benchmarks for NFR considerations during project implementation
• Writing and reviewing design document explaining overall architecture, framework, and high-level design of the application for the developers
• Reviewing 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.
• Developing and designing the overall solution for defined functional and non-functional requirements; and defining technologies, patterns, and frameworks to materialize it
• Understanding and relating technology integration scenarios and applying these learnings in projects
• Resolving issues that are raised during code/review, through exhaustive systematic analysis of the root cause, and being able to justify the decision taken.
• Carrying out POCs to make sure that suggested design/technologies meet the requirements.

Qualifications

Bachelor’s or master’s degree in computer science, Information Technology, or a related field.