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 : Generative AI
Good to have skills : NA
Minimum 5 year(s) of experience is required
Educational Qualification : 15 years full time education
Summary:
As a Large Language Model Developer, a typical day involves refining and adapting advanced language models to better suit specific domains and instructions. This role requires continuous engagement with evolving model architectures and datasets to improve the model's contextual understanding and output quality. The workday includes iterative testing, evaluation, and adjustment of models to ensure they meet the desired performance standards and relevance for targeted applications. Collaboration with various teams to align model capabilities with project goals is also a key aspect of daily activities.
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.
- Lead the development and implementation of fine-tuning strategies to optimize model performance.
- Mentor junior team members by providing guidance and support in technical challenges.
- Coordinate cross-functional efforts to integrate model improvements into production environments.
Professional & Technical Skills:
- Must To Have Skills: Proficiency in Generative AI.
- Experience in fine-tuning large language models with a focus on instruction tuning and domain adaptation.
- Strong understanding of natural language processing techniques and transformer-based architectures.
- Ability to work with large datasets and implement data preprocessing methods to enhance model training.
- Familiarity with evaluation metrics and methodologies to assess model performance and relevance.
- Capability to troubleshoot and optimize model training pipelines for efficiency and scalability.
Additional Information:
- The candidate should have minimum 5 years of experience in Generative AI.
- This position is based at our Coimbatore office.
- A 15 years full time education is required.
15 years full time educationAbout 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 atwww.accenture.com
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