Role at a glance
- Job function
-
AI & Data Large Language Model (LLM) Engineering
- Salary
- Not Disclosed
- Location
- Bengaluru
- Work arrangement
- On-site
- Employment
- Full-time
- Experience
- Minimum 5 years of experience in Large Language Models (LLMs).
- Education
- 15 years full time education is required.
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Role Summary
The LLM Model Developer fine-tunes Large Language Models through instruction fine-tuning and domain adaptation to improve model relevance and performance for specific applications. The role involves analyzing model outputs, iterating on training processes, collaborating across teams, and contributing to model development and deployment decisions.
What You'll Do
- Analyze model outputs and iterate on training processes.
- Collaborate with multiple teams on key decisions and solutions.
- Evaluate and implement best practices in model development and deployment.
- Provide solutions for the immediate team and across multiple teams.
- Mentor junior team members to enhance their skills and knowledge.
- Contribute to discussions and decisions that shape project direction.
Generated from the employer's posting. Verify important details before applying.
View full postingQualifications
Must have proficiency in Large Language Models (LLMs), with experience in natural language processing, model evaluation metrics, performance tuning, programming, machine learning frameworks, and data preprocessing.
Required
- Large Language Models (LLMs)
- Natural language processing techniques
- Model evaluation metrics
- Performance tuning
- Python
- TensorFlow or PyTorch
- Working with large datasets
- Data preprocessing
Original job description
Content provided by the employer
Original job description
Content provided by the employer
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. Your typical day will involve working closely with various teams to enhance model relevance and performance through instruction fine-tuning and domain adaptation. You will analyze model outputs, iterate on training processes, and collaborate with peers to ensure that the models meet the specific needs of diverse applications. Your role will also require you to stay updated with the latest advancements in the field, contributing to discussions and decisions that shape the direction of projects.
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.
- Mentor junior team members to enhance their skills and knowledge.
- Evaluate and implement best practices in model development and deployment.
Professional & Technical Skills:
- Must To Have Skills: Proficiency in Large Language Models (LLMs).
- Strong understanding of natural language processing techniques.
- Experience with model evaluation metrics and performance tuning.
- Familiarity with programming languages such as Python and frameworks like TensorFlow or PyTorch.
- Ability to work with large datasets and perform data preprocessing.
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.Visit us at www.accenture.com
Equal Employment Opportunity Statement
We believe that no one should be discriminated against because of their differences. All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, military veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by applicable law. Our rich diversity makes us more innovative, more competitive, and more creative, which helps us better serve our clients and our communities.
About the company
Accenture
Large Enterprise
Accenture is a global professional services company that specializes in providing consulting, technology, and outsourcing services. With a diverse range of industries served, including financial services, healthcare, and telecommunications, Accenture leverages advanced technologies and data analytics to help organizations improve their performance and drive innovation. Committed to sustainable progress, the company emphasizes its dedication to inclusivity, digital transformation, and building a more sustainable future for its clients and communities. With a presence in over 120 countries, Accenture is known for its expertise in integrating cutting-edge solutions that address complex business challenges.