LLM Model Developer

Accenture PLC; Chennai; Vor Ort; INR 4.500.000 - 6.500.000; Vollzeit

Zusammenfassung

Accenture Bengaluru is seeking an LLM Model Developer to refine and adapt large language models for domain-specific use cases. The role emphasizes instruction-following accuracy and contextual understanding, with collaboration across teams to ensure models meet performance targets.

The ideal candidate will lead finetuning strategies, analyze outputs, and iterate on approaches while mentoring colleagues in a fast-paced AI environment.

Qualifikationen

• Must To Have Skills: Proficiency in Generative AI, LLMs, Python Frameworks, API Management, Agentic AI, Prompt Engineering.
• Strong experience in designing and executing instruction fine-tuning and domain adaptation techniques for language models.
• Ability to work with large-scale datasets and perform data preprocessing to support model training.
• Familiarity with model evaluation metrics and techniques to assess and improve model accuracy and relevance.
• Experience in integrating AI models with application programming interfaces to enable seamless deployment.
• Capability to troubleshoot and optimize model performance in production environments.

Aufgaben

• 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 methodologies to optimize model performance.
• Facilitate knowledge sharing and mentorship within the team to foster skill development and innovation.
• Coordinate cross-functional efforts to align model capabilities with business objectives.

Kenntnisse

Generative AI

LLMs

Python Frameworks

API Management

Agentic AI

Prompt Engineering

Ausbildung

15 years full time education

Jobbeschreibung

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 :

Generative AI, API Management, Large Language Models (LLMs), Python Frameworks, Agentic AI, Prompt Engineering

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, a typical day involves refining and adapting large language models to better suit specific domains and use cases. This role focuses on enhancing the model's ability to follow instructions accurately and improving its contextual understanding. The workday includes analyzing model outputs, iterating on fine-tuning strategies, and collaborating with various teams to ensure the models meet the desired performance standards. Continuous evaluation and adjustment are key to maintaining the relevance and effectiveness of the language models in diverse applications.

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 methodologies to optimize model performance.
• Facilitate knowledge sharing and mentorship within the team to foster skill development and innovation.
• Coordinate cross-functional efforts to align model capabilities with business objectives.

Professional & Technical Skills:

• Must To Have Skills: Proficiency in Generative AI, Large Language Models (LLMs), Python Frameworks, API Management, Agentic AI, Prompt Engineering.
• Strong experience in designing and executing instruction fine-tuning and domain adaptation techniques for language models.
• Ability to work with large-scale datasets and perform data preprocessing to support model training.
• Familiarity with model evaluation metrics and techniques to assess and improve model accuracy and relevance.
• Experience in integrating AI models with application programming interfaces to enable seamless deployment.
• Capability to troubleshoot and optimize model performance in production environments.

Additional Information:

• The candidate should have minimum 7.5 years of experience in Generative AI.
• This position is based at our Bengaluru office.
• A 15 years full time education is required.
• 15 years full time education

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