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Binance
Australia, Brisbane

Data Scientist, LLM & AI Agent Engineer (Applied AI)

Asia / Australia, Brisbane / Australia, Melbourne / Australia, Sydney / Thailand, Bangkok / Taiwan, Taipei
Engineering – Data Science/AI /
Full-time: Remote /
Remote

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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
As a core member of the AI Risk team, you will build specialized AI Agents that directly impact financial security. You will leverage LLMs (Large Language Models) to process unstructured data, automate complex investigation workflows, and optimize the signal-to-noise ratio in our alert systems.

Responsibilities

    • Design “Sherlock”->
    • Build reasoning-capable agents that analyze user behavior, device fingerprints, and trading history to assess whether withdrawals are fraudulent or safe
    • Develop market manipulation detection agents that analyze unstructured social sentiment alongside order book data
    • Identify pump-and-dump schemes and wash trading
    • Build LLM-based triage systems to handle high volumes of risk alerts
    • Use agents to pre-screen alerts by analyzing alert context and historical false positives
    • Automatically decide whether to close alerts or escalate them to human analysts
    • Reduce alert fatigue for Ops teams by filtering noise with high semantic understanding
    • Use LLMs to extract features from messy, unstructured data such as chat logs, support tickets, KYC documents, and chat groups
    • Convert vague risk signals into structured features (e.g., JSON) for downstream risk models or rule engines
    • Build RAG pipelines that allow agents to query repositories of past fraud cases and identify recurring patterns
    • Develop analyst copilot tools to draft investigation reports (SARs) and summarize complex cases
    • Enable human-in-the-loop workflows where agents gather evidence, propose decisions, and humans review and approve outcomes

Requirements

    • LLM application experience: 2+ years building applications with GPT, Claude, or other open-source LLM models
    • Agent frameworks: Deep familiarity with LangGraph, LangChain, or CrewAI
    • RAG for domain knowledge: Experience building retrieval systems that fetch relevant contextual information
    • Evaluation (crucial): Proven ability to design evaluation sets to measure agent performance, such as correctly identifying fraudsters versus regular users
    • Python mastery: Ability to write production-ready, maintainable code (not just scripts)
    • Data engineering: Proficiency in SQL and experience working with data pipelines (e.g., Kafka, Spark) to provide agents with real-time data
    • Domain interest (bonus): Understanding of Trust & Safety, anti-fraud, or financial risk domains
    • Crypto familiarity (bonus): Knowledge of on-chain analysis, DeFi concepts, and wallet addresses
    • Anomaly detection (bonus): Experience with anomaly detection concepts and techniques
    • Educational background: Master’s degree with 2+ years of experience, or equivalent hands-on expertise in Data Science, AI Engineering, or Applied ML
    • Scale & systems experience: Experience working with terabyte-scale datasets and real-time systems
    • Financial systems knowledge (preferred): Understanding of financial markets, trading systems, or risk management
    • Adaptability: Comfortable working in fast-changing, ambiguous 0→1 environments with the ability to prototype, iterate quickly, and drive execution
    • Passion for AI: Strong interest in AI agents, autonomous systems, LLMs, or intelligent automation
    • Communication skills: Strong English reading and writing skills for technical documentation and agent prompt engineering
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.
By submitting a job application, you confirm that you have read and agree to our Candidate Privacy Notice.

We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
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How much do crypto jobs pay?

The salaries for cryptocurrency jobs vary widely depending on the specific role, industry, location, experience, and other factors

However, in general, cryptocurrency jobs tend to pay relatively well compared to other industries

Here are some examples of average salaries for popular cryptocurrency jobs:

  1. Blockchain Developer: The average salary for a blockchain developer in the US is around $105,000 per year, with salaries ranging from $60,000 to $180,000 per year.
  2. Cryptocurrency Analyst: The average salary for a cryptocurrency analyst in the US is around $85,000 per year, with salaries ranging from $50,000 to $135,000 per year.
  3. Cryptocurrency Trader: The average salary for a cryptocurrency trader in the US is around $95,000 per year, with salaries ranging from $40,000 to $180,000 per year.
  4. Marketing and PR Manager: The average salary for a marketing and PR manager in the US is around $77,000 per year, with salaries ranging from $43,000 to $128,000 per year.
  5. Crypto Lawyer: The average salary for a crypto lawyer in the US is around $120,000 per year, with salaries ranging from $70,000 to $200,000 per year.

Is crypto jobs legit?

Yes, cryptocurrency jobs are generally legitimate, and the industry has created many job opportunities over the years

As the cryptocurrency industry has grown, it has attracted a significant number of legitimate businesses and organizations that require talented individuals to work in various roles, such as blockchain development, cryptocurrency analysis, trading, marketing, public relations, law, and compliance, among others

However, as with any industry, there are also fraudulent job postings and scams that try to take advantage of people looking for work

It is essential to be cautious and thoroughly research any company or job opportunity before applying or accepting a position

You should always verify that the job posting is from a legitimate company and never provide sensitive personal or financial information without ensuring that the opportunity is genuine

To avoid scams, you can do the following:

  1. Research the company before applying for a job or accepting a job offer. Check the company's website, social media, and reviews to ensure that it is legitimate.
  2. Verify the job posting and contact information. Ensure that the email, phone number, or website listed in the job posting is valid.
  3. Don't pay for a job or training. A legitimate company will not ask you to pay for a job or training.
  4. Be wary of job offers that sound too good to be true. If a job offer promises a high salary or unrealistic benefits, it could be a scam.

What careers are there in crypto?

The market of cryptocurrency jobs has grown rapidly in recent years, creating a wide range of career opportunities in various sectors

Here are some of the careers in crypto that you can explore:

  1. Blockchain Consultant: Consultants offer advice to businesses and organizations that are exploring the implementation of blockchain technology. They help with strategic planning, implementation, and optimization.
  2. Blockchain Developer: Developers are responsible for creating and maintaining blockchain-based applications and smart contracts. They need to have experience in coding languages like Solidity, C++, and Python.
  3. Crypto Compliance Officer: These professionals ensure that businesses operating in the crypto industry comply with relevant laws and regulations.
  4. Crypto Journalist: A journalist who specializes in reporting on cryptocurrencies and the blockchain industry. They write news articles, feature stories, and analysis.
  5. Crypto Lawyer: Lawyers who specialize in the crypto industry help navigate complex regulatory and legal frameworks.
  6. Cryptocurrency Analyst: An analyst researches and analyzes cryptocurrencies and the market trends. They provide insights on trading, investments, and risk management.
  7. Cryptocurrency Educator: Educators help individuals and businesses understand the concepts and technicalities of cryptocurrencies and the blockchain technology.
  8. Cryptocurrency Trader: Traders buy and sell cryptocurrencies on exchanges, making profits by predicting market movements.
  9. Marketing and PR Manager: These professionals are responsible for promoting crypto projects, managing the brand's online presence, and building community engagement.

Can you make a career out of cryptocurrency?

Yes, it is possible to make a career out of cryptocurrency

The cryptocurrency industry has grown rapidly in recent years, and there are now many job opportunities available in various sectors related to blockchain and digital currencies

Some of the most common career paths in cryptocurrency include blockchain development, cryptocurrency trading, cryptocurrency analysis, marketing and public relations, and cryptocurrency journalism

There are also roles in cryptocurrency consulting, law, and compliance, among others

To pursue a career in cryptocurrency, it is important to have a strong understanding of the technology and how it works

This may require education or training in computer science, economics, or finance, depending on the specific career path you choose

Additionally, keeping up with the latest developments in the industry is crucial to stay competitive and relevant

As with any career, success in the cryptocurrency industry also requires a strong work ethic, dedication, and a willingness to continuously learn and adapt to new developments

While the industry is still relatively new and rapidly evolving, it has the potential to offer exciting and rewarding career opportunities for those who are passionate about the technology and willing to put in the effort to succeed.

What is crypto jobs?

Crypto jobs refer to employment opportunities in the cryptocurrency industry

This can include jobs related to the development of cryptocurrency technology, such as blockchain development, as well as jobs in crypto-related companies, such as exchanges or payment processing firms

Some examples of crypto jobs include blockchain engineers, crypto traders, and compliance specialists

These jobs often require specialized knowledge and expertise in the field of cryptocurrencies and blockchain technology.