November 19, 2024

Consultree Consulting Services

New York

CONTRACT

Middle Office Technical Analyst w/Investment Operations

MUST HAVE HANDS-ON EXPERIENCE WITH DEVELOPING LLM GUARDRAILS
MUST HAVE 2-3 YRS OF GEN AI EXPERIENCE
We are seeking a highly skilled and experienced Generative AI Developer to join our team. The ideal candidate will have deep expertise in generative AI techniques, a strong proficiency in Python, and a proven track record of building on top of base models and fine-tuning them with a focus on security. As a Generative AI Developer, you will be responsible for developing guardrails for custom large language models (LLMs) to ensure their safe and secure deployment.
· Build on top of existing base generative models or fine-tune base model 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.
Qualifications:
· 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 Tensor Flow, Py Torch, Sage Maker, etc...
· Strong understanding of generative AI techniques.
· Proficiency in Python, with extensive experience in libraries such as Num Py, 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.
· Experience in developing guardrails for custom LLMs to prevent LLM misuse.
Job Type: Contract
Pay: $55.00 - $60.00 per hour
Benefits: