AI Researcher
3 days ago
Job Overview
We are seeking a Junior AI Researcher specializing in Large Language Models (LLM) and Retrieval-Augmented Generation (RAG) to join our Hyderabad 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 Skills
- Proficiency 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 Responsibilities
- Conduct 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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