
AI Expert
1 week ago
Job Title: Data Scientist
Key Responsibilities:
- We are seeking a highly skilled data expert to perform in-depth analysis and design guardrails for prompt injection protection, toxicity/bias detection, and hallucination/jailbreak identification.
- The successful candidate will develop and maintain evaluation frameworks to monitor LLM safety, fairness, and compliance.
- Develop automated pipelines to process, tag, and evaluate LLM outputs using Python and SQL.
- Leverage vector databases and embeddings to detect unsafe content or model drift.
- Create internal dashboards and visualizations (Streamlit, Dash, or lightweight React/JS) for POCs and internal tools.
- Collaborate with ML engineers and product teams to integrate LLL safety components into production APIs or applications.
Required Skills and Qualifications:
- 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 (CNN/RNN/Transformers), and LLM architectures.
- Hands-on experience with Hugging Face, LangChain, LLM APIs (OpenAI, Anthropic), and vector stores (FAISS, Pinecone, Chroma).
- Familiarity with front-end basics (Streamlit, Dash, or simple HTML/CSS/JS) is a plus, not mandatory.
- Experience with model evaluation, red‑teaming, or safety interventions in NLP/LLM systems.
- (Preferred) Familiarity with deploying ML pipelines in production (Docker, FastAPI) and ability to thrive in a fast-paced startup environment.
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