Accelerator Program – AI/ML
Binance
full-time
Posted on:
Location Type: Remote
Location: Singapore
Visit company websiteExplore more
Tech Stack
About the role
- Collaborate with the team to design, implement, and optimize algorithms for KYC/KYB processes, including Optical Character Recognition (OCR), face recognition, image quality assurance, and document tampering detection.
- Apply traditional deep learning techniques to improve model accuracy and efficiency in image processing and analysis.
- Leverage Large Language Models (LLMs) to enhance algorithm capabilities, such as integrating multimodal AI for better document understanding and anomaly detection.
- Conduct experiments, analyze data, and iterate on models to ensure robustness and scalability in production environments.
- Assist in research and development of new features to strengthen Binance’s compliance and security frameworks.
- Participate in code reviews, team meetings, and knowledge-sharing sessions to foster a collaborative environment.
Requirements
- Currently enrolled in a PhD program (or equivalent advanced degree) in Computer Science (CS), Electrical Engineering (EE), Information Systems (IS), or a related field at a top university.
- Strong background in machine learning, deep learning, and AI frameworks (e.g., PyTorch, TensorFlow).
- A big plus: Experience or coursework in computer vision, including techniques for image processing, object detection, or facial recognition.
- Familiarity with LLMs and their applications in multimodal tasks is highly desirable.
- Proficiency in programming languages such as Python, with experience in data processing libraries (e.g., OpenCV, NumPy, Pandas).
- Excellent problem-solving skills, attention to detail, and the ability to work independently or in a team.
- Passion for blockchain, fintech, or AI ethics is a bonus.
Benefits
- Competitive salary and company benefits
- Work-from-home arrangement (the arrangement may vary depending on the work nature of the business team)
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdeep learningOptical Character Recognitionimage processingobject detectionfacial recognitionLarge Language Modelsdata processingalgorithmsmodel accuracy
Soft Skills
problem-solvingattention to detailcollaborationindependence
Certifications
PhD program in Computer SciencePhD program in Electrical EngineeringPhD program in Information Systems