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# Data/ Java Engineer (AI/LLM Chatbot, Customer Service)

Review the role, location requirements, compensation details, and application process before deciding whether this opportunity fits your next career move.

[Apply for this job](#job-application)[View company](https://jobicy.com/company/binance.md)Share1 Aug 2026Published41Listing views2Application actionsManually reviewedTrust & Safety status  Opportunity details

## About this role.

AI SummaryBinance is seeking a Senior Data/Java Engineer to develop backend services for AI chatbot products, integrating LLMs to enhance customer service. This role involves building large-scale systems, improving performance, and mentoring junior engineers. The ideal candidate has over 8 years of experience, strong core Java skills, Python collaboration expertise, and familiarity with data frameworks like Flink/Spark. This is a fast-paced, remote-first opportunity within a global blockchain ecosystem.

## Role DNA

A quick view of the complexity, pace, ownership and collaboration implied by the job description.

### Job Complexity

4/5EasyHard

### Pace & Pressure

5/5RelaxedFast-paced

### Autonomy Level

4/5GuidedFull ownership

### Communication Load

4/5IndependentCollaborative

AI insightThe role demands 8+ years of experience, deep Java and Python skills, familiarity with LLMs, and experience in large-scale distributed systems, making it highly challenging but not entry-level. The additional expectation to mentor juniors and handle complex integrations raises the difficulty to a solid 4.

## Salary analysis

Estimated compensation compared with the broader US market for similar roles.

Estimated job medianHighly competitive$160,000US market range$120k–$200k0$220k

AI insightThe job posting does not specify a salary, but based on the senior-level requirements and the AI/LLM focus, the estimated US market median is $160,000. This is competitive for a role demanding 8+ years of experience and specialized skills in Java, data engineering, and AI integration.

## Core skills

Skills and capabilities most closely associated with this opportunity.

[Java](https://jobicy.com/jobs?search_keywords=Java.md)[Python](https://jobicy.com/jobs?search_keywords=Python.md)[LLM](https://jobicy.com/jobs?search_keywords=LLM.md)[AI Chatbot](https://jobicy.com/jobs?search_keywords=AI%20Chatbot.md)[Backend Engineering](https://jobicy.com/jobs?search_keywords=Backend%20Engineering.md)[System Design](https://jobicy.com/jobs?search_keywords=System%20Design.md)[Flink](https://jobicy.com/jobs?search_keywords=Flink.md)[Spark](https://jobicy.com/jobs?search_keywords=Spark.md)[Microservices](https://jobicy.com/jobs?search_keywords=Microservices.md)[Blockchain](https://jobicy.com/jobs?search_keywords=Blockchain.md)

Cover letter sampleDear Hiring Manager,

I am excited to apply for the Data/Java Engineer position at Binance focused on AI/LLM chatbots for customer service. With over 8 years of experience building large-scale backend systems, I have deep expertise in Java and Python, and have successfully integrated LLM solutions into production environments to improve user experience.

My hands-on experience with data streaming frameworks like Flink and Spark, combined with a strong grasp of system design, aligns well with the challenges of this role. I am particularly drawn to Binance's mission of accelerating cryptocurrency adoption and would thrive in a fast-paced, remote-first culture.

Thank you for considering my application. I look forward to contributing to your global team.

Copy   Sample interview questionsHow would you design a highly scalable backend for an AI chatbot handling millions of customer service requests?I would use a microservices architecture with asynchronous message queues for request processing, implement caching for frequent queries, and integrate LLM APIs with rate limiting and fallback mechanisms. A distributed data pipeline using Flink would handle streaming data for real-time analytics and model improvements.

Can you describe your experience integrating LLMs into production applications? What challenges did you encounter?

In a previous project, I integrated a fine-tuned LLM for customer support. Challenges included latency management, cost optimization, and ensuring reliable fallback responses. I addressed these by batching requests, implementing prompt caching, and designing a hybrid system with rule-based fallbacks for critical queries.

How would you use Flink/Spark to process chatbot logs and improve the AI model over time?

I would set up a streaming pipeline with Flink to ingest chat logs in real-time, extract intents and sentiment, and generate features for training data. Spark could be used for batch processing to retrain models and produce performance metrics. This enables continuous improvement of the chatbot's accuracy.

What strategies do you use to ensure low latency and high availability for large-scale systems?

I focus on designing stateless services, using load balancing, implementing circuit breakers, and leveraging distributed caching. Additionally, I would use auto-scaling based on traffic patterns and perform regular load testing to identify bottlenecks. For critical services, multi-region deployment ensures resilience.

Describe a time you mentored junior engineers and how you ensured knowledge sharing across teams.

At my last company, I organized weekly tech talks and code reviews. I paired with junior engineers on complex tasks to guide them through system design and debugging. I also wrote documentation and created hands-on exercises to help them learn new technologies like Flink and Kafka.

Binance is the leading global blockchain ecosystem and cryptocurrency infrastructure provider whose suite of financial products includes the world’s largest digital-asset exchange.Our mission is to accelerate cryptocurrency adoption and increase the freedom of money. If you’re looking for a fast-paced, mission-driven organization where opportunities to learn and excel are endless, then Binance is the place for you.

## Responsibilities

* Development and implementation Backend service for the AI Chatbot products.
* Build large scale software system, which can impact daily life of millions of customers.
* Explore and integrate the LLM applications to improve chatbot performance and user experience.
* Underlying infra/arch upgrade performance tuning, online incidents troubleshooting, and system refactoring.
* Write high-quality, clean, and maintainable code using engineering best practices guide junior engineers’ daily work and do knowledge share, etc.

## Requirements

* Bachelor’s/Master’s degree in computer science, engineering, or equivalent industry experience.
* Over 8 years of professional experience in a related field.
* Core Java programming skills and willingness to do hands on coding are a must.
* Knowledge and experience with Python and familiar with collaborating with algorithm engineers.
* Capable to cope with stress, and quickly learn new knowledge.
* Good cross-team communication skills.
* Familiarity with design patterns and system design required to solve common software programming challenges.
* Knowledge and experience with Chatbot & Custom service Bot is considered as a plus.
* Knowledge and experience with LLM usage is considered as a plus.
* Knowledge and experience with data job like Flink/Spark are considered as a plus.

Working at Binance• Be a part of the world’s leading blockchain ecosystem that continues to grow and offers excellent career development opportunities• Work alongside diverse, world-class talent in an environment where learning and growth opportunities are endless• Tackle fast-paced, challenging and unique projects• Work in a truly global organization, with international teams and a flat organizational structure• Competitive salary and benefits• Flexible working hours, remote-first, and casual work attire Learn more about how Binancians embody the organization’s [core values](https://www.binance.com/en/blog/ecosystem/what-exactly-is-binances-culture-5487396240897265423), creating a unified culture that enables collaboration, excellence, and growth. Apply today to be a part of the Web3 revolution! 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](https://www.binance.com/en/candidate/privacy/notice). Show more

[Apply now >](https://jobicy.com/jobs/150065-data-java-engineer-ai-llm-chatbot-customer-service.md)

>  Annual salary information is not provided for this position. Explore salary ranges for similar roles in our [Salary Directory ›](https://jobicy.com/salaries.md)

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