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
3 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 focuses on enhancing the model's ability to understand and generate contextually relevant responses by carefully adjusting its parameters and training data. The workday includes analyzing model outputs, experimenting with fine-tuning techniques, and collaborating with team members to ensure the models meet the desired performance standards in various applications. Continuous evaluation and iteration are key aspects of the daily routine to maintain and improve model effectiveness.
Roles & Responsibilities:
- Expected to perform independently and become an SME.
- Required active participation/contribution in team discussions.
- Contribute in providing solutions to work related problems.
- Collaborate with cross-functional teams to integrate model improvements into production environments.
- Document fine-tuning processes and maintain clear records of experiments and outcomes.
- Assist in troubleshooting and resolving issues related to model performance and deployment.
- Support junior team members by sharing knowledge and providing guidance on best practices.
Professional & Technical Skills:
- Must To Have Skills: Proficiency in Large Language Models (LLMs).
- Experience with natural language processing techniques and model fine-tuning strategies.
- Familiarity with handling large datasets and preprocessing methods to optimize model training.
- Ability to analyze model performance metrics and implement improvements based on findings.
- Knowledge of domain adaptation methods to tailor models for specific industry or application needs.
- Strong programming skills in languages commonly used for machine learning model development.
Additional Information:
- The candidate should have minimum 3 years of experience in Large Language Models (LLMs).
- This position is based at our Bengaluru office.
- A 15 years full time education is required.
