Posted:4 days ago|
Platform:
Remote
Full Time
· Design and Oversee AI Architecture: Develop the overall architecture for the LLM from pretraining to supervised fine tuning and RLHF.
· Technical Strategy and Roadmap: Define the technical strategy and create a roadmap for the project, aligning it with organizational goals.
· Technology Selection: Make high-level decisions on technology stack, frameworks, and tools to be used in the development and deployment of the use case, platforms and solutions.
· Integration Management: Oversee the integration of various AI components, including data pipelines, model training environments, and deployment infrastructure.
· Risk Management: Identify potential technical risks in the project and develop strategies to mitigate them.
· Collaboration: Work closely with data scientists, engineers, domain experts, and stakeholders to ensure cohesive development and implementation.
· Innovation and Best Practices: Stay informed about the latest advancements in AI technology and implement best practices to enhance the LLM's capabilities.
· Research and Evaluation: Conduct comprehensive research on existing LLM architectures, including open-source models like GPT, Mistral, DeepSeek, Qwwn and domain-specific variants like FinBERT.
· Extensive AI/ML Experience: Deep knowledge of artificial intelligence and machine learning concepts, particularly in natural language processing (NLP) and large language models (LLMs).
· Software Architecture Expertise: Strong understanding of software architecture principles, including scalability, modularity, and security.
· Cloud Computing Proficiency: Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and distributed computing environments.
· Data Architecture Knowledge: Familiarity with data management practices, big data technologies, and data pipeline design.
· MLOps Experience: Understanding of MLOps practices for continuous integration, delivery, and monitoring of machine learning models.
· Leadership Skills: Strong leadership abilities to guide technical teams and communicate effectively with non-technical stakeholders.
· Problem-Solving Abilities: Excellent analytical skills to address complex technical challenges and devise innovative solutions.
Warm Regards,
Anjana
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