Data Scientist, AI

OKX • Full-time • Singapore, Singapore • 6d ago

OKX will be prioritising applicants who have a current right to work in Singapore, and do not require OKX's sponsorship of a visa.

Who We Are

At OKX, we believe that the future will be reshaped by Crypto, ultimately contributing to every individual's freedom. OKX began as a crypto exchange giving millions of people access to crypto trading and over time becoming among the largest platforms in the world. In recent years, we have developed one of the most connected Web3 wallets used by millions to access decentralized crypto applications (dApps). OKX is a trusted brand by hundreds of large institutions seeking access to crypto markets on a reliable platform that seamlessly connects with global banking and payments. In the last year, OKX has expanded into new markets including Australia, Brazil, Netherlands, Singapore and Turkey, with plans to launch in the US, Belgium and the UAE.

We are deeply committed to shaping a fairer, more transparent and accessible society through blockchain technology. This is why we publish proof of reserves monthly, and continue to ship new innovative security features.

About the Opportunity:

Unlock Your Potential:

Embark on a journey with one of the world's top cryptocurrency trading platforms. With over 50 million users spanning across 180+ countries, we're dedicated to delivering unparalleled user experiences.

Unprecedented Growth Opportunities:

Seize the opportunity to be at the forefront of the rapidly expanding cryptocurrency innovation. Join the ranks of the fastest-growing company in the industry and propel your career to new heights.

Collaborate with the Best:

Work alongside a dynamic team of industrial trailblazers and immerse yourself in a culture of creativity and collaboration, where your ideas are valued and your growth is nurtured. Together, we're shaping the future of finance through groundbreaking technological advancements, targeting a global community of over a billion users in the next couple of years.

Drive Innovation:

Harness your passion for technology and product innovation as we pioneer cryptocurrency-centric financial innovations. Join us in revolutionizing the way the world interacts with digital assets, empowering individuals and businesses worldwide.

What You'll Be Doing:

Applying AI-driven anti-fraud solution in the crypto industry is unique and challenging. You will be in charge of designing, implementing and managing AI products in various business domains of OKX as AI product manager.
To understand business needs of stakeholders, especially in the risk control domain, and come up with end-to-end machine learning/AI solution design that is effective, practical and robust in resolving business challenges.
To closely collaborate with AI engineers, data engineers and backend developers to timely implement and deliver AI models as services.
To set up frameworks and SOP for AI projects from data labelling, feature engineering, all the way to model evaluation and monitoring. To define success metrics for AI products, design and conduct AB tests for performance evaluation, and implement monitoring mechanisms for performance tracking and anomaly detection.
To conduct research together with AI teams on applying cutting-edge techniques in the crypto industry and lead experiments on resolving real challenges.

What We Look For In You:

Strong foundation in machine learning and AI, with ideally 6 years of experience as AI product manager or AI architect or machine learning engineer or data scientist is required.
Solid knowledge of statistics, traditional machine learning and deep learning techniques.
Involvement in the full cycle of AI product delivery and successful landing of AI products in real practice with measurable impact on business is a must.
Good product management skills with past experience in designing and applying AI solutions to achieve business objectives. But PM experience is not a must.
Experience in designing and building risk control products and strategies in crypto or financial or other IT industries.
Willing to working in a fast paced environment, with competing resources and priorities. Ability to navigate through ambiguity to advocate for resources.
Excellent written and verbal communications skills; ability to translate product solutions into clear and actionable plans for both developers and business owners.
High proficiency delving into the technical product, system and implementation details. Able to engage with engineering beyond just product and user experience needs; willing to roll up sleeves and design scalable and extensible solutions.
Data oriented - identifying, defining, tracking and acting upon impact metrics. Experience identifying KPIs and working with engineering and analytics on instrumentation and monitoring.
Rich experience of collaborating with cross functional teams to deliver complex projects with multiple dependencies and constraints in a highly dynamic environment.

Nice to Have:

Master's degree or above in Computer Science, Engineering, or a related technical discipline
Past experience in one of the following domains: risk control, growth, recommendation or paid marketing
Passion for Bitcoin, crypto, Defi and blockchain technology
Fluent in Mandarin and English