LLM Model Developer

8103 Acc Sol Pvt Ltd Company; Bengaluru; On-site; INR 1,800,000 - 3,200,000; Full time

Job summary

Accenture in Bengaluru seeks an LLM Model Developer to fine-tune large language models with a focus on instruction fine-tuning and domain adaptation. You will collaborate with cross-functional teams to enhance model relevance and performance across applications.

The role requires at least 5 years of experience with LLMs, strong NLP and model training/evaluation skills, proficiency in Python and frameworks like TensorFlow or PyTorch, and a 15-year full-time education.

Qualifications

• Must have extensive experience with Large Language Models (LLMs).
• Strong understanding of natural language processing techniques and evaluation methodologies.
• Educational qualification of 15 years full-time education.

Responsibilities

• Fine-tune LLMs with emphasis on instruction fine-tuning and domain adaptation.
• Collaborate with cross-functional teams to enhance model relevance and performance.
• Analyze model outputs and iterate on training processes to optimize results.
• Mentor junior team members and guide model development decisions.
• Develop strategies for model evaluation and performance improvement.
• Engage with multiple teams to drive impactful decisions across projects.

Skills

LLMs

NLP techniques

Model training

Python

PyTorch/TensorFlow

Education

15 years full time education

Tools

TensorFlow

PyTorch

Job description

Project Role : LLM Model Developer Project Role Description : Fine-tunes Large Language Models with emphasis on instruction fine-tuning and domain adaptation to enhance model relevance and performance in specific contexts. Must have skills : Large Language Models (LLMs) Good to have skills : NA Minimum 5 year(s) of experience is required Educational Qualification : 15 years full time education

Summary: As an LLM Model Developer, you will engage in the intricate process of fine-tuning Large Language Models, focusing on instruction fine-tuning and domain adaptation. Your typical day will involve collaborating with cross-functional teams to enhance model relevance and performance in specific contexts, ensuring that the models meet the diverse needs of various applications. You will analyze model outputs, iterate on training processes, and implement strategies to optimize performance, all while maintaining a keen awareness of the latest advancements in the field. Your role will be pivotal in driving innovation and ensuring that the models are aligned with user expectations and industry standards.

Roles & Responsibilities:

• Expected to be an SME.
• Collaborate and manage the team to perform.
• Responsible for team decisions.
• Engage with multiple teams and contribute on key decisions.
• Provide solutions to problems for their immediate team and across multiple teams.
• Develop and implement strategies for model evaluation and performance improvement.
• Mentor junior team members to enhance their skills and knowledge in model development.

Professional & Technical Skills:

• Must To Have Skills: Proficiency in Large Language Models (LLMs).
• Strong understanding of natural language processing techniques.
• Experience with model training and evaluation methodologies.
• Familiarity with programming languages such as Python and frameworks like TensorFlow or PyTorch.
• Ability to analyze and interpret complex datasets to inform model adjustments.

Additional Information:

• The candidate should have minimum 5 years of experience in Large Language Models (LLMs).
• This position is based at our Bengaluru office.
• A 15 years full time education is required.
• 15 years full time education

About Accenture Accenture is a leading global professional services company that helps the world’s leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services—creating tangible value at speed and scale. We are a talent- and innovation-led company with approximately 791,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world’s leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360° value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360° value we create for our clients, each other, our shareholders, partners and communities. Visitwww.accenture.com

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