Senior Evaluation Algorithm Engineer

Binance • Full Time • Remote (Hong Kong, China) • 15h ago

Binance is a leading global blockchain ecosystem behind the world’s largest cryptocurrency exchange by trading volume and registered users. We are trusted by 300+ 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, and more. Our mission is to increase the freedom of money and financial access for people around the world.

About the Role

In the AI era, large language models are reshaping core business scenarios such as dialogue and trading. Model capability iteration relies on a scientific and trustworthy evaluation system — the "ruler" that measures model quality and guides R&D direction. We are seeking an evaluation expert with an algorithmic background to build LLM evaluation capabilities covering dialogue, financial trading, and other scenarios, using professional evaluation methods to quantify model performance, pinpoint issues, and drive continuous model improvement.

Responsibilities

Design end-to-end LLM evaluation plans for business scenarios such as dialogue and financial trading. Build evaluation metric systems and rubrics, transforming subjective model performance judgments into quantifiable, reproducible, and explainable evaluation conclusions.
Lead the design and construction of evaluation datasets. Define evaluation dimensions and scenario coverage, establish high-quality data annotation guidelines and quality control processes, and build benchmarks that authentically reflect business needs and have discriminative power.
Analyze model capability boundaries and failure modes based on evaluation results. Produce actionable improvement recommendations and collaborate with algorithm and product teams to drive model iteration, making evaluation a critical component of the R&D loop.
Drive the automation and scaling of evaluation workflows. Build sustainable evaluation platforms and toolchains to support high-frequency, stable evaluation needs during rapid model iteration.
Collaborate with algorithm, product, and data teams to translate business and model objectives into clear evaluation standards, and turn evaluation findings into concrete R&D directions and drive their implementation.

Requirements

Master's degree or above in Computer Science, Artificial Intelligence, Mathematics, Statistics, or related fields, with a solid algorithmic foundation and understanding of LLM principles, training, and fine-tuning processes.
Hands-on LLM evaluation experience at a large tech company, with participation in commercial deployment evaluation (not purely academic or offline benchmarking). Familiar with the full pipeline from evaluation data preparation and rubrics design to evaluation-driven R&D.
Familiar with mainstream evaluation methods (human evaluation, model-based automatic evaluation / LLM-as-a-judge, metric computation) and their applicable boundaries. Able to define appropriate evaluation dimensions for different business scenarios and write clear, actionable, and discriminative rubrics.
Systematic control over evaluation data representativeness, annotation consistency, and result reliability, ensuring scientific and trustworthy evaluation conclusions.
Proficient in Python, with experience in evaluation workflow automation, benchmark construction, or evaluation platform development. Able to independently handle data processing, evaluation script writing, and result analysis.
Strong business understanding and communication skills, able to translate evaluation findings into clear improvement directions and effectively drive cross-team collaboration.

Bonus Qualifications

Experience evaluating dialogue systems, AI Agents, or financial/trading LLMs.
Experience building high-quality AI training/evaluation data or data annotation systems.
Familiarity with RLHF, reward models, or preference data-related work.

Why Binance

Shape the future of finance
Collaborate with world-class talent in a user-centric global organization with a flat structure
Tackle challenging projects in a fast-paced and innovative enviornment with autonomy
Thrive in a results-driven workplace with opportunities for career growth and continuous learning
Competitive salary and company benefits
Remote-first, work-from-home arrangement (may vary depending on the nature of the role and 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 acknowledge that you have read 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 and identifying potential inconsistencies or verification signals in application materials based on available information. 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.

Similar Jobs

Data Centre Operator / IT Operator ($20K - $25K, Kowloon Bay)

CL Technical Services Limited • Full Time • Hong Kong, Hong Kong • HK$ 20,000 - HK$ 25,000 / month • 1w ago

Information Technology Full Time

Job Duties: Monitor the Data Center facilities (Power, cooling, fire suppression, etc.) and support the preventive maintenance by vendors. Coordinate and escalate in Incident and Problem Management. Responsible for the d...

1w ago

Apply

Manager Analytics and AI Commercialization

HSBC Global Services Limited • Full Time • Kowloon, Hong Kong, China • 1w ago

Information Technology Full Time

GCB 5 We are currently seeking a high calibre professional to join our team as a Manager Analytics and AI Commercialization. In this role you will: We are seeking a highly analytical and strategic thinker to join our tea...

1w ago

Apply

Network Engineer

Roctec Technology Ltd • Full Time • Hong Kong, Hong Kong • 1w ago

Information Technology Full Time

Responsibilities: Provide technical supports on network and/or security projects Provide technical implementations of network and/or security projects co-operating with internal parties, vendors and partners to customers...

1w ago

Apply

Technical Account Manager, Over-The-Counter (OTC) Pricing - Korean Speaker, Hong Kong

Bloomberg • Full Time • Hong Kong, China • 1w ago

Information Technology Full Time

Technical Account Manager, Over-The-Counter (OTC) Pricing - Korean Speaker, Hong Kong Description & Requirements Bloomberg runs on data. Our products are fueled by powerful information. We combine data and context to...

1w ago

Apply

Bloomberg Technical Support (Cantonese and English Speaker) - Hong Kong

Bloomberg • Full Time • Hong Kong, China • 1w ago

Information Technology Full Time

Bloomberg Technical Support (Cantonese and English Speaker) - Hong Kong Description & Requirements Bloomberg is a global leader in business and financial information, news, and insight, and we use innovative technolo...

1w ago

Apply

Assistant Project Manager / Project Manager (Software development)

Automated Systems (HK) Ltd • Full Time • Hong Kong, Hong Kong • 1w ago

Information Technology Full Time

Job Responsibilities: Leading and oversee the project teams for sizable project Define project scope, coordinate project schedules, manage project meetings and identify technical problems. Monitor the project phases Prep...

1w ago

Apply

Manager, AI Governance

Prudential plc • Full Time • Hong Kong, China • 1w ago

Information Technology Full Time

Prudential’s purpose is to be partners for every life and protectors for every future. Our purpose encourages everything we do by creating a culture in which diversity is celebrated and inclusion assured, for our people,...

1w ago

Apply

D&T Technical Support Officer, Asia Pacific

SSP • Full Time • Hong Kong, China • 1w ago

Information Technology Full Time

About the Role Key Responsibilities User & Technical Support Provide first-line IT support for hardware, software, Microsoft 365, Teams, printers, and mobile devices. Support meeting rooms, video conferencing facilit...

1w ago

Apply

AI Agent Platform Engineer (Openclaw)

Binance • Full Time • Hong Kong, China • 1w ago

Information Technology Full Time

1w ago

Apply

General Manager, Solution Architecture & Engineering

Hongkong Land • Full Time • Hong Kong, China • 1w ago

Information Technology Full Time

Responsibilities Lead the Architecture & Engineering function across all product domains (e.g., corporate, leasing, property and data), defining technology direction and ensuring scalable, secure, and integrated solu...

1w ago

Apply