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Senior Staff / Principal AI Engineer, Computer Vision
Позиция в одной из крупнейших криптобирж мира с возможностью влиять на безопасность миллионов пользователей. Предлагается конкурентный пакет и работа с передовыми технологиями (DeepFake detection, Vision-LLM), однако требуется работа из офиса в Сингапуре.
Сложность вакансии
Роль требует исключительного сочетания глубоких академических знаний в области Computer Vision и практического опыта масштабирования систем в высоконагруженном продакшене. Уровень Senior Staff/Principal подразумевает не только написание кода, но и техническое лидерство в критически важной для бизнеса сфере безопасности.
Анализ зарплаты
Предлагаемая роль Principal/Senior Staff уровня в Сингапуре обычно оплачивается выше среднего по рынку из-за дефицита специалистов такого класса в сфере Web3 и AI. Указанный диапазон соответствует топовым технологическим компаниям региона.
Сопроводительное письмо
I am writing to express my strong interest in the Senior Staff / Principal AI Engineer position at OKX. With over 8 years of experience in deep learning and computer vision, I have a proven track record of moving complex research models into high-stakes production environments. My expertise in face intelligence, liveness detection, and multimodal risk modeling aligns perfectly with OKX's mission to build a secure and transparent Web3 ecosystem.
Throughout my career, I have specialized in developing robust defenses against presentation and injection attacks, as well as DeepFake detection. I am particularly drawn to this role because of the opportunity to lead technical strategy for identity verification and compliance at a global scale. I am confident that my technical leadership and hands-on experience with PyTorch and production-ready AI pipelines will significantly contribute to OKX's security-critical objectives and the evolution of your core AI capabilities.
Составьте идеальное письмо к вакансии с ИИ-агентом

Откликнитесь в okx уже сейчас
Присоединяйтесь к лидеру криптоиндустрии и создавайте передовые системы безопасности на базе ИИ в OKX!
Описание вакансии
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
We are looking for a Principal / Senior Staff AI Engineer to take a technical leadership role in designing, evolving, and owning OKX’s core security AI capabilities.
This role focuses on end-to-end algorithmic ownership and research-to-production execution across multiple high-impact domains, including:
- Face intelligence and liveness detection, including presentation attack, injection attack, and DeepFake
- Image and video quality assessment for security-critical decision making in real-world environments
- Document understanding, OCR, and FakeID detection for identity verification and compliance use cases
- Multimodal risk modeling, combining visual, behavioral, and contextual signals to build identity quality and trust signals
You will work closely with Product, Risk, Compliance, and Engineering teams to deploy AI systems into real-money, high-risk, large-scale production environments, directly supporting OKX’s core security and compliance objectives.
What You’ll Be Doing
- Design, train, and deploy state-of-the-art deep-learning models for computer vision, multimodal fusion, and AI agent applications.
- Build and own production-ready AI pipelines for OCR text extraction, biometric matching, fraud pattern recognition, and AIGC-related generation or detection.
- Lead face intelligence and liveness detection capabilities, including defenses against presentation attacks, injection attacks, and DeepFake.
- Develop image and video quality assessment models to support reliable security decisions under diverse devices, environments, and network conditions.
- Build identity quality signals by leveraging user behaviors, historical patterns, and cross-modal risk indicators.
- Collaborate closely with backend, product, and infrastructure teams to integrate AI solutions into large-scale systems with high availability, low latency, and strong reliability.
- Drive experimentation and applied R&D in vision-LLM, multimodal representation learning, and AI agents to advance security and compliance capabilities.
- Stay current with academic and industry advances in deep learning, AI agents, and generative security technologies, and translate them into practical, production-ready solutions.
- Contribute to internal knowledge sharing and mentorship, setting a high technical bar and guiding engineers in applied AI development best practices.
What We Look For In You
- Bachelor’s degree or higher in Computer Science, Electrical Engineering, or a related field.
- 8+ years of hands-on experience developing AI/ML solutions in areas such as computer vision, AI agents, multimodal learning, vision-LLM, or generative video/image modeling.
- Strong proficiency with PyTorch and/or TensorFlow, and solid experience with production ML systems.
- Strong system-level thinking, analytical skills, and ability to design end-to-end AI solutions.
Nice to Haves
- Experience in identity verification, KYC/KYB, AML, fraud detection, biometric security, or media forensics.
- Hands-on experience with OCR, document parsing, fake ID detection, or document security systems.
- Familiarity with real-time or low-latency AI systems and large-scale production deployment.
- Experience working in fast-paced technology companies or security-critical environments.
- Research publications, patents, or open-source contributions in relevant AI fields are a plus.
Perks & Benefits
- Competitive total compensation package
- L&D programs and Education subsidy for employees' growth and development
- Various team building programs and company events
- Wellness and meal allowances
- Comprehensive healthcare schemes for employees and dependants
- More that we love to tell you along the process!
#LI-ML1 #LI-ONSITE
Notice:
All official OKX vacancies are published on this website. While roles may appear on selected third-party platforms from time to time, information on other sites may be inaccurate or outdated. If in doubt, please apply directly through our official careers website.
Information collected and processed as part of the recruitment process of any job application you choose to submit is subject to OKX's Candidate Privacy Notice.
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Навыки
- Computer Vision
- Deep Learning
- PyTorch
- TensorFlow
- OCR
- Biometrics
- Multimodal Learning
- Large Language Models
- Python
- Machine Learning
Возможные вопросы на собеседовании
Проверка глубоких знаний в области безопасности биометрии, что является ключевым для OKX.
Какие современные методы борьбы с инъекционными атаками (injection attacks) в системах распознавания лиц вы считаете наиболее эффективными и почему?
Оценка способности кандидата проектировать системы, работающие в реальном времени.
Как бы вы спроектировали архитектуру для оценки качества видео в реальном времени при условии ограниченной пропускной способности сети у пользователя?
Проверка опыта работы с мультимодальными данными.
Опишите ваш подход к объединению визуальных сигналов и поведенческих данных для создания единого скоринга доверия к личности.
Оценка навыков работы с современными LLM в контексте зрения.
Каким образом Vision-LLM могут быть применены для автоматизации проверки документов и обнаружения поддельных удостоверений личности (FakeID)?
Проверка лидерских качеств и умения принимать архитектурные решения.
Расскажите о случае, когда вам пришлось выбирать между точностью модели и скоростью её работы в продакшене. Какими критериями вы руководствовались?
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