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 an LLM Model Developer, a typical day involves working closely with advanced language models to refine and adapt them for specific applications. This role requires continuous engagement in enhancing model capabilities by tailoring them to meet unique domain requirements. The workday includes analyzing model outputs, iterating on fine-tuning processes, and collaborating with team members to ensure the models perform effectively in diverse scenarios. The role demands a proactive approach to improving model relevance and responsiveness, contributing to the overall success of projects that rely on sophisticated language understanding and generation.
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 fine-tuned models into production environments.
- Continuously monitor model performance and implement improvements based on feedback and evaluation metrics.
- Document methodologies and processes to support knowledge sharing and future development.
- Assist junior team members by providing guidance and support in model development tasks.
Professional & Technical Skills:
- Must To Have Skills: Proficiency in Large Language Models (LLMs).
- Experience with model fine-tuning techniques, including instruction fine-tuning and domain adaptation.
- Strong understanding of natural language processing concepts and transformer architectures.
- Ability to work with large datasets and preprocess data for model training and evaluation.
- Familiarity with programming languages commonly used in AI development such as Python.
- Knowledge of performance evaluation metrics and techniques for language models.
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.
Bengaluru
Oportunidades Iguais de Emprego
Todas as decisões de recrutamento e contratação devem ser tomadas sem levar em consideração idade, raça, credo, cor, religião, sexo, nacionalidade, ascendência, status de invalidez, condição de veterano, orientação sexual, identidade ou expressão de gênero, informação genética, estado civil, status de cidadania ou qualquer outra base protegida por leis federais, estaduais ou locais.
Os candidatos às vagas não serão obrigados a divulgar registros de condenações ou detenções, selados ou eliminados, como parte do processo de contratação. A Accenture está empenhada em fornecer oportunidades voltadas para os veteranos, nossos homens e mulheres de serviço.
Buscamos perfis que estejam alinhados aos valores da empresa, entusiastas em trabalhar em um ambiente colaborativo e dinâmico, com excelência na entrega e inovação presentes em seu dia a dia. Valorizamos competências independentemente de raça, idade, gênero, orientação sexual, credo, deficiência e convicção política. A diversidade das nossas pessoas é o que nos permite cumprir a promessa da tecnologia e da criatividade humana. Reconhecemos as características únicas dos indivíduos, respeitamos as diferenças e investimos em um ambiente cada vez mais inclusivo.
We work with one shared purpose: to deliver on the promise of technology and human ingenuity. Every day, more than 775,000 of us help our stakeholders continuously reinvent. Together, we drive positive change and deliver value to our clients, partners, shareholders, communities, and each other.
We believe that delivering value requires innovation, and innovation thrives in an inclusive and diverse environment. We actively foster a workplace free from bias, where everyone feels a sense of belonging and is respected and empowered to do their best work.
At Accenture, we see well-being holistically, supporting our people’s physical, mental, and financial health. We also provide opportunities to keep skills relevant through certifications, learning, and diverse work experiences. We’re proud to be consistently recognized as one of the World’s Best Workplaces™.
Join Accenture to work at the heart of change. Visit us at www.accenture.com.