AI Data Scientist
1 мес. назад
Hong KongSingaporeWorldwideMiddle
machine learninglarge language modelsaimodel trainingfeature engineeringdata pipelinesmodel deployment
Build AI-powered data products and deploy machine learning models for predictive modeling in finance.
Обязанности
- Build AI-powered data products using machine learning models, large language models, and modern AI tools.
- Design, train, fine-tune, evaluate, and deploy in-house AI/ML models using proprietary and external datasets.
- Develop end-to-end model pipelines covering data preparation, feature engineering, training, validation, deployment, and monitoring.
- Apply generative AI and LLM techniques to use cases such as summarization, classification, knowledge extraction, semantic search, and workflow automation.
- Work with product, engineering, and business teams to translate business problems into scalable AI solutions.
- Evaluate and integrate third-party AI tools, APIs, open-source models, and internal models where appropriate.
- Build data pipelines and model workflows for structured and unstructured data.
- Define model performance metrics, run experiments, conduct error analysis, and continuously improve model quality.
- Support production deployment of AI models, ensuring reliability, scalability, governance, and responsible AI usage.
Требования
- PhD in Computer Science, with a specialization in AI or machine learning related domains
- Strong programming skills in Python and SQL
- Strong publication record in top tier machine learning conferences
- 3+ years of experience as a Data Scientist or similar role
- Experience working with large data sets including predictive modeling
- Financial industry experience preferred but not required
- Strong organization, communication and interpersonal skills
- Intellectual curiosity and enthusiasm for learning
- Attention to detail and a love of processes
- Strong oral and written communication skills
- Ability to multitask and prioritize assignments
- Commitment to the highest ethical standards
Другое
- We are passionate about data. We collaborate to build elegant, effective, scalable and highly reliable solutions to empower predictive modelling in finance.
- Cubist’s Data Services (CDS) group is looking for an AI Data Scientist to join our dedicated data team. Our group is responsible for the timely delivery of comprehensive and error-free data to some of the most demanding and successful systematic Portfolio Managers in the world.