Senior Software Engineer (Java/Python/LLM)
7 Months ago • 5 Years +
Programming
Job Description
Binance, a leading global blockchain ecosystem, is seeking a specialist to scale its AI-driven Customer Service (CS) chat analysis. The role involves managing data processing pipelines, optimizing large language model (LLM) prompts, and collaborating with cross-functional teams to expand classification coverage, drive bot adoption, and maintain high accuracy. Responsibilities include working with the data warehouse team to maintain real-time data pipelines, designing and refining LLM prompts for attribution analysis, ensuring LLM solution stability, conducting A/B testing, developing back-end services and automation scripts in Java or Python, troubleshooting performance issues, and maintaining documentation.
Good To Have:
- Experience with data workflow orchestration tools (e.g., Airflow).
- Hands-on experience with AWS, GCP, or Azure.
- Experience with LLM or NLP projects.
- Additional languages are an advantage.
Must Have:
- Bachelor’s or Master’s degree in Computer Science, Data Science, or related field.
- 5+ years of experience in Java data processing and pipeline development.
- Proficient in Java/Python and Hive & Spark SQL.
- Experience with SQL/NoSQL databases and ETL pipelines.
- Excellent communication and teamwork skills.
Perks:
- Shape the future with the world’s leading blockchain ecosystem
- Collaborate with world-class talent
- Tackle unique, fast-paced projects with autonomy
- Thrive in a results-driven workplace with career growth
- Competitive salary and company benefits
- Work-from-home arrangement
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 250 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.
Role Overview
This role is pivotal in scaling our AI-driven Customer Service (CS) chat analysis. The specialist will manage data processing pipelines, optimize large language model (LLM) prompts, and collaborate closely with the existing project lead and cross-functional teams. The ultimate goal is to help expand classification coverage, drive bot adoption, and maintain high accuracy—all while ensuring faster delivery of new features and stakeholder requests.
Responsibilities:
- Work with data warehouse team, to maintain real time data pipeline of CS business domain, to ensure timely and high-quality data inputs to the AI models.
- Design, implement, and refine LLM prompts for enhanced attribution analysis of CS conversations.
- Work closely with Ops teams to increase the stability of LLM solutions in a cloud or on-prem environment.
- Conduct A/B testing and iterative improvements on LLM performance, and maintaining result accuracy.
- Develop and maintain back-end services and automation scripts using Java or Python, ensuring seamless integration with existing systems.
- Troubleshoot performance bottlenecks, optimize code, and safeguard data security and privacy.
- Collaborate with CS, BI, and SL teams to gather requirements, clarify feature demands, and communicate technical constraints.
- Maintain clear, concise documentation of data work flows, LLM prompt templates, and best practices.
Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Data Science, or a related field.
- 5+ years of hands-on experience in Java data processing and pipeline development.
- Experience with SQL/NoSQL databases, ETL pipelines, and data workflow orchestration tools (e.g., Airflow).
- Proficient in Java / Python (at least one language) and Hive & Spark SQL programming languages.
- Hands-on experience with AWS, GCP, or Azure is a plus.
- Experience with LLM or NLP projects is highly desired
- Excellent communication and teamwork skills, with the ability to work in a cross-functional environment.
- Fluency in English is required to be able to coordinate with overseas partners and stakeholders. Additional languages would be an advantage.
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.
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.
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