
AI Development Manager
5 days ago
Job Title: AI Research Manager
Job Summary:
We are seeking a highly skilled and accomplished Senior Data Scientist to lead our team of AI researchers in designing and developing state-of-the-art generative AI models.
The ideal candidate should have deep understanding in designing and developing applications based on Large Language Models (LLMs). A deep understanding of foundational models, frameworks, and techniques is crucial for success in this role, apply innovative solutions to complex problems.
- Key Responsibilities:
- Design, develop, and implement state-of-the-art generative AI models.
- Collaborate with cross-functional teams to define project goals, research requirements, and deliver innovative solutions.
- Optimize solutions through thorough research, experimentation, and advanced problem-solving techniques.
- Keep up-to-date with the newest developments in generative AI, deep learning, and associated areas, integrating emerging methods into the team's processes.
- Develop and maintain clear and concise documentation of generative AI models, processes, and results.
- Communicate complex concepts and results effectively to both technical and non-technical stakeholders.
- Provide support and guidance to team members, contributing to a positive and collaborative working environment.
Requirements:
- Design, development, and deployment of LLM-based applications.
- Proficient coding skills in Python and SQL.
- Thorough understanding of prompt engineering, including refining and optimizing prompts to enhance the outcomes of Large Language Models (LLMs).
- Working experience with LangChain and a comprehensive understanding of LangChain concepts such as agents, chains, memory, and tools.
- Knowledge of vector databases and embeddings.
- Familiarity with the landscape of LLMs, including the GPT family of models and open-source models like LLaMA and Falcon.
- Experience in cloud computing platforms: AWS preferred/GCP/Azure
- Experience with large-scale data processing and distributed computing is a plus.
- API understanding
Nice to Have:
- AWS working understanding e.g. Lambda,Sagemaker
- Vector databases
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