Calance ยท 5 hours ago
Generative AI Developer
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Responsibilities
Build on top of existing base generative models or fine-tune base models using various techniques.
Develop and implement guardrails for custom LLMs to prevent prompt injection, jailbreak attempts, and other security vulnerabilities.
Collaborate with cross-functional teams to understand project requirements and deliver innovative AI solutions.
Conduct research to stay up-to-date with the latest advancements in generative AI and apply them to real-world problems.
Evaluate and improve the performance of generative models through rigorous testing and experimentation.
Develop and maintain comprehensive documentation for models, algorithms, and processes.
Qualification
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Required
MUST HAVE HANDS-ON EXPERIENCE WITH DEVELOPING LLM GUARDRAILS
MUST HAVE 2-3 YEARS OF GENERATIVE AI EXPERIENCE
A Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field; Ph.D. is a plus.
Extensive experience in building on top of existing generative models and fine-tuning them using frameworks such as TensorFlow, PyTorch, SageMaker, etc.
Strong understanding of generative AI techniques.
Proficiency in Python, with extensive experience in libraries such as NumPy, pandas, scikit-learn, and others.
Experience with natural language processing (NLP) techniques and large language models (e.g., GPT-4, BERT).
Familiarity with cloud platforms (e.g., AWS, Google Cloud, Azure) and containerization technologies (e.g., Docker, Kubernetes).
Excellent problem-solving skills and the ability to work independently and as part of a team.
Strong communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.
Demonstrated experience in implementing security measures in AI models and ensuring compliance with security best practices.
Preferred
Experience in developing guardrails for custom LLMs to prevent LLM misuse.
Benefits
EPO/PPO Medical Plan (Cigna)
HMO/PPO Dental programs (Cigna)
Vision - VSP (Vision Plan Summary)
401K VOYA Retirement vesting program