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Senior Staff Engineer (Machine Learning)

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Location
India
Nagarro

Job Description

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: 10+ Years
  • Proven experience in working with Large Language Models and Retrieval-Augmented Generation techniques.
  • Strong skills in prompt engineering and related technologies.
  • Proficiency in programming languages and tools relevant to AI and machine learning.
  • Excellent collaboration and communication skills to work effectively with research teams and customers.
  • Strong analytical and problem-solving skills to adapt and enhance the Quality Copilot.
  • Ability to understand and address customer needs, ensuring the Quality Copilot meets their specific requirements.

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

https://www.youtube.com/watch?v=QLpJ69AJ7As

Advice from our career coach

To succeed in this role at Nagarro, it is crucial for applicants to have a deep understanding of Large Language Models, Retrieval-Augmented Generation techniques, and prompt engineering. Strong programming skills in AI and machine learning languages and tools are essential. Communication and collaboration skills are also key, as you will be working closely with research teams and clients. To stand out as an applicant, consider the following tips:

  • Showcase your 10+ years of experience in AI and machine learning
  • Highlight your proficiency in prompt engineering and working with Large Language Models
  • Demonstrate strong analytical and problem-solving skills in adapting and enhancing AI solutions
  • Emphasize your ability to understand and address customer needs, ensuring delivered solutions meet specific requirements
  • Provide examples of your experience in technical design, decision mapping, and solution identification within AI projects
  • Showcase your expertise in developing and designing solutions for functional and non-functional requirements
  • Highlight any experience in technology integration scenarios and resolving issues during code reviews
  • Consider sharing any successful POCs you have conducted to validate design and technology choices

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