
High-Powered Data Expert Wanted
6 days ago
About the Role
We're seeking a highly skilled professional to play a crucial part in developing and maintaining Large Language Model (LLM) safety components. The successful candidate will design guardrails for prompt injection protection, toxicity/bias detection, and hallucination/jailbreak identification.
Key Responsibilities
- Design and build LLM guardrails to prevent prompt injection attacks, detect toxicity and bias, and identify hallucinations and jailbreaks.
- Maintain evaluation frameworks to monitor LLM safety, fairness, and compliance with regulatory standards.
- Develop automated pipelines using Python and SQL to process, tag, and evaluate LLM outputs.
- Use vector databases and embeddings to detect unsafe content or model drift.
- Create internal dashboards and visualizations using Streamlit, Dash, or lightweight React/JS for POCs and internal tools.
- Collaborate with ML engineers and product teams to integrate LLM safety components into production APIs or applications.
- Stay up-to-date with AI safety research, emerging tools like Ragas and LangChain, and regulatory standards such as the EU AI Act and NIST AI RMF.
Requirements
- 1-3 years of experience in data science, applied machine learning, or LLM-based applications.
- Strong programming skills in Python and experience writing SQL for data exploration or feature engineering.
- Solid understanding of natural language processing, deep learning, and LLM architectures.
- Hands-on experience with Hugging Face, LangChain, LLM APIs, and vector stores like FAISS and Pinecone.
- Familiarity with front-end basics is a plus, but not mandatory.
- Experience with model evaluation, red-teaming, or safety interventions in NLP/LLM systems.
- (Preferred) Familiarity with deploying ML pipelines in production and ability to thrive in a fast-paced startup environment.
What You'll Gain
This role offers the opportunity to work on cutting-edge technology, collaborate with a talented team, and contribute to the development of innovative solutions. You will have the chance to stay at the forefront of AI safety research and best practices, and your work will have a direct impact on the quality and reliability of our products.
Your Background
To succeed in this role, you should possess strong technical skills, excellent problem-solving abilities, and a passion for innovation. We are looking for a detail-oriented individual who can work effectively in a team environment and communicate complex ideas clearly.
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