AI Researcher

7 days ago

mumbai, India Huemn Full time

Job OverviewWe are seeking a Junior AI Researcher specializing in Large Language Models (LLM) and Retrieval-Augmented Generation (RAG) to join our Mumbai team full-time. This role is ideal for individuals with 1-3 years of experience who are passionate about advancing the use of AI and machine learning within the photography and creative technology space.Qualifications and SkillsProficiency in Python (Mandatory skill) with proven experience developing and maintaining AI-related codebases for research and production environments.Hands-on expertise in Retrieval-Augmented Generation (Mandatory skill) to design, implement, and optimize systems that blend retrieval mechanisms with generative language models.Solid understanding of Large Language Models (Mandatory skill), including architecture design, fine-tuning, evaluation, and deployment in real-world applications.Strong foundation in Natural Language Processing principles, including semantic search, text similarity, and linguistic data processing techniques.Experience with Machine Learning frameworks and tools for training, evaluation, and deployment of models across various stages of development.Exposure to prompt engineering techniques to improve LLM responses and adapt model outputs to the specific needs of the photography industry.Understanding of generative AI systems with an ability to research, experiment, and deploy large-scale AI models for text or image-based tasks.Excellent analytical, problem-solving, and communication skills to work effectively within interdisciplinary teams and contribute to technical discussions.Roles and ResponsibilitiesConduct research and development on advanced LLM and RAG systems to enhance the intelligence and utility of our platform.Design, develop, and maintain robust AI models and pipelines tailored for organizing photographic content and streamlining operations.Collaborate with cross-functional teams to align AI features with product needs, user feedback, and business goals in the photography industry.Apply prompt engineering strategies to optimize the behavior of language models for specific conversational or content-generation tasks.Evaluate and implement new AI, NLP, and generative modeling approaches to enhance client-facing and backend capabilities.Document solutions, conduct rigorous experimentation, and report findings to stakeholders for iterative product improvement.Stay up to date with the latest AI research, tools, and best practices relevant to generative and retrieval-augmented systems.Provide technical support and mentorship to team members, fostering an environment of continuous learning and innovation.

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