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Algorithm Engineer, Llm
hace 3 semanas
Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by over 280 million people in 100+ countries for our industry-leading security, user fund transparency, trading engine speed, deep liquidity, and an unmatched portfolio of digital-asset products. Binance offerings range from trading and finance to education, research, payments, institutional services, Web3 features, and more. We leverage the power of digital assets and blockchain to build an inclusive financial ecosystem to advance the freedom of money and improve financial access for people around the world.
**About the Role**
We are seeking an **LLM Algorithm Engineer (Safety First)** to join our AI/ML team, with a focus on building robust **AI guardrails and safety frameworks** for large language models (LLMs) and intelligent agents. This role is pivotal in ensuring **trust, compliance, and reliability** in Binance’s AI-powered products such as **Customer Support Chatbots, Compliance Systems, Search, and Token Reports**.
**Responsibilities**:
- Design and build an **AI Guardrails framework** as a safety layer for LLMs and agent workflows
- Detect and mitigate **prompt injection, jailbreaks, hallucinations, and unsafe outputs**:
- Implement **privacy and PII protection**: redaction, obfuscation, minimisation, data residency controls
- Build **red-teaming pipelines, automated safety tests, and risk monitoring tools**:
- Continuously improve guardrails to address **new attack vectors, policies, and regulations**:
- Fine-tune or optimise **LLMs for trading, compliance, and Web3 tasks**:
- Collaborate with **Product, Compliance, Security, Data, and Support** to ship safe features
**Requirements**:
- ** Master’s/PhD** in Machine Learning, AI, Computer Science, or related field
- Research track record (ICLR, NeurIPS, ACL, ICML) a plus
- Hands-on experience building **LLM/agent guardrails** (policy design, refusal rules, filtering, permissions)
- Practical experience with **hallucination mitigation and safety evaluation**:
- Proven ability to **ship AI safety frameworks to production**:
- Strong coding in **Python** (Java a plus); expertise in **PyTorch/TensorFlow/JAX**:
- Understanding of **privacy, PII handling, data governance, and risk frameworks**:
- Interest in **crypto, Web3, and financial systems**:
- Self-driven with strong ownership and delivery skills
- Excellent **communication and collaboration** abilities
**Why Binance**
- Shape the future with the world’s leading blockchain ecosystem
- Collaborate with world-class talent in a user-centric global organization with a flat structure
- Tackle unique, fast-paced projects with autonomy in an innovative environment
- Thrive in a results-driven workplace with opportunities for career growth and continuous learning
- Competitive salary and company benefits
- Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
Binance is committed to being an equal opportunity employer. We believe that having a diverse workforce is fundamental to our success.
