Binance Accelerator Program - Data Scientist, Analytics (copy)
Binance is a prominent participant in the global blockchain sector, renowned for operating the largest cryptocurrency exchange worldwide in terms of trading volume and user base. With a trusted presence in over 100 countries and among more than 320 million users, Binance offers a range of industry-leading features. These include top-tier security measures, high-speed trading engine, investor protection mechanisms, and a diverse array of digital asset products spanning trading, finance, education, research, social initiatives, payments, institutional services, and Web3 capabilities. Binance's mission is grounded in fostering an all-encompassing crypto ecosystem aimed at enhancing financial freedom and access to resources globally through the utilization of cryptocurrency.
About Binance Accelerator Program:
The Binance Accelerator Program (BAP) constitutes a 3-6 month internship initiative designed for Early Career individuals to gain hands-on experience in the rapidly expanding digital assets space. Participants in the program will receive the unique opportunity to enhance their skills at Binance and gain insights into operating within the leading blockchain ecosystem globally. The internship within the BAP also involves prospects for networking, career development, and the acquisition of transferable skills to advance professional journeys.
Eligibility:
The BAP is open to current university students and recent graduates.
Terms of employment/engagement are contingent upon contract specifics and compliance with local regulations.
Responsibilities:
About the Team: The Risk AI DS team specializes in developing risk detection models based on extensive datasets related to user behavior, fund-flows, and market activities.
Key Responsibilities:
- Execute full-cycle management of real-world project streams, such as syndicate detection, analyzing user behavior sequences, market manipulation detection, and feature exploration.
- Utilize platforms like PySpark, Hive, and Trino to process and analyze vast amounts of data, and establish sturdy SQL pipelines for feature engineering and validation processes.
- Design, assess, and refine machine learning models, converting model performance evaluations into significant business metrics like detection rate, false-positive rate, and latency metrics.
Requirements:
- Currently pursuing a degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related quantitative field.
- Proficient in machine learning principles, with skill in Python and SQL.
- Familiarity with various database systems like MySQL, PostgreSQL, SQL Server, or MongoDB.
- Aptitude for managing large datasets; exposure to Apache Spark is advantageous.
- Competency in leveraging AI tools for code development enhancement and productivity gains.
- Proactive, detail-oriented, with an innate ability to dissect data anomalies and pinpoint underlying causes.
- Effective communication skills in English, capable of articulating technical findings and fostering collaborative processes.
Why Binance:
- Participate in shaping the future with the world's premier blockchain ecosystem.
- Collaborate with top-tier talent in a globally-centered organization embodying a flat organizational hierarchy.
- Engage in unique, fast-paced projects with autonomy within an innovative landscape.
- Flourish in a performance-driven workplace with avenues for career progression and continuous learning.
- Competitive remuneration and comprehensive company benefits on offer.
- Embrace a work-from-home arrangement, which may vary based on team roles and responsibilities.
Binance underscores its commitment to being an equal opportunities employer, recognizing that diverse teams are pivotal to its success. By submitting a job application, candidates affirm their understanding and acceptance of the Candidate Privacy Notice. The recruitment process may involve AI tools for application screening, resume analysis, and response assessment to enhance decision-making support but ultimately adheres to human judgment for final selections. For more insights into the data processing aspects, applicants are encouraged to reach out to Binance.
