Generative AI
3 weeks ago
Job Description :
We are seeking an experienced and hands-on AI Engineer specializing in Generative AI (Gen AI) and Large Language Models (LLMs) to join our team .The ideal candidate will have a proven track record of working on mid-to-large-scale, live production-quality projects, particularly in the fintech or financial services domain.
Key Responsibilities :
- Fine-tune and optimize Large Language Models (LLMs) for mid-to-large-scale live production-quality applications.
- Host and deploy LLMs on custom infrastructure, ensuring high availability and performance.
- Conduct LLM evaluation following best practices as outlined in Hugging Face LLM Evaluation Guide.
- Collaborate with cross-functional teams to design, develop, and implement AI-driven solutions tailored to business needs.
- Ensure model scalability, security, and compliance with industry standards.
Required Skills and Experience :
- Experience : 2-3 years of hands-on experience with Generative AI and LLMs. (Total IT experience is not a priority.)
- Domain Expertise : Prior experience in the fintech or financial services domain is essential.
- LLM Fine-Tuning : Demonstrated expertise in fine-tuning LLMs for live production environments (academic or PoC projects are not relevant).
- Infrastructure Management : Experience with hosting and deploying LLMs on custom infrastructure.
- LLM Evaluation : Proficiency in conducting LLM evaluations using industry-recognized methodologies and frameworks.
Technical Skills :
- Proficiency in Python and relevant AI/ML libraries (e.g., PyTorch, TensorFlow, Hugging Face).
- Strong understanding of LLM architectures and their optimization techniques.
- Familiarity with cloud-based or on-premise infrastructure for AI deployments.
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