LLM Full Stack Engineer

Accenture

2–8 yrs Bengaluru Full Time Work from office
Accenture logo
Posted : 3 weeks ago

Job description

Embark on a journey into the dynamic world of Large Language Models (LLMs) as a Full Stack LLM Engineer. This senior analyst role offers a full-time opportunity to independently contribute to groundbreaking solutions and shape innovative projects. You will be instrumental in collaborative discussions, providing insightful solutions to complex challenges, and growing as a subject matter expert in cutting-edge technology. Join us to make a significant impact.

Responsibilities

Design and develop sophisticated AI/ML and Generative AI solutions utilizing Python. Build and deploy robust applications powered by Large Language Models (LLMs). Create comprehensive end-to-end pipelines for data ingestion, preprocessing, model integration, and deployment. Implement advanced prompt engineering and fine-tuning techniques for LLMs. Integrate AI services seamlessly into web, mobile, and backend applications via APIs. Work with vector databases and embeddings to enable semantic search and RAG architectures. Optimize models and pipelines for peak performance, minimal latency, and cost efficiency. Collaborate with diverse teams to translate business needs into effective AI solutions. Champion responsible AI practices, including data privacy, bias mitigation, and explainability. Continuously monitor and enhance model performance in live production environments.

Qualifications

Possess 6-8 years of comprehensive experience in software engineering, AI, or ML roles, with strong Python programming skills. Demonstrate hands-on expertise with machine learning and deep learning frameworks such as PyTorch or TensorFlow. Showcase practical experience with LLM frameworks like LangChain or LlamaIndex. Maintain a solid understanding of Natural Language Processing (NLP) concepts and transformer-based models. Exhibit experience with REST APIs and microservices architecture. Familiarity with vector databases like Pinecone, FAISS, or Weaviate is essential. Proficiency in version control systems, including Git, is required. Cultivate strong analytical and problem-solving abilities. Excel at translating intricate AI concepts into actionable, practical solutions. Possess excellent communication and stakeholder management skills. Thrive in both independent and collaborative work settings.

Essential Skills

PythonPyTorchTensorFlowLangChainLlamaIndexNLPTransformer ModelsREST APIsMicroservicesVector DatabasesGit

Good to Have

OpenAI APIsOpen-source LLMsRAGModel Fine-tuningAWSGCPDockerAI AgentsMLOpsCI/CDMultimodal AIReal-time AI

More Details

RoleLLM Full Stack Engineer
DepartmentSoftware Development, AI / Machine Learning
Employment TypeFull Time, Work from office

About the Company

Accenture logo

Accenture

IT Consulting

LLM Full Stack Engineer at Accenture | SkillMX | SkillMX