2 months ago
Hong Kong, Hong KongMid Level / Senior
Responsibilities
- Build multi-agent workflows for banking and financial-services business processes.
- Develop and maintain Python-based data-processing, model-training, and deployment pipelines.
- Train, fine-tune, and optimize neural-network models, including LLMs, for use cases such as risk assessment and customer-query resolution.
- Build and integrate LLM, RAG, search, agent-based, and automation components into production-ready AI applications.
- Collaborate with data scientists, engineers, and business stakeholders to translate requirements into production solutions.
- Ensure AI solutions comply with banking regulations, GDPR, CCPA, data-privacy standards, and ethical AI practices.
- Monitor deployed solutions, troubleshoot production issues, and implement updates.
- Participate in code reviews, agile ceremonies, and CI/CD processes.
Requirements
- 3–12 years of professional experience in AI/ML engineering focused on software development and deployment.
- Strong software engineering experience with Python, Java, React Next, and Node.js.
- Hands-on experience training and fine-tuning neural-network models and optimizing them for performance and scalability.
- Experience with LLMs such as GPT and BERT and agentic frameworks such as LangChain, LangGraph, or ADK.
- Familiarity with AWS, Azure, or Google Cloud for model deployment and data management.
- Understanding of supervised and unsupervised learning, evaluation metrics, and bias mitigation.
- Experience with version control systems such as Git and agile methodologies.
- Preferred: financial-services experience; Spark, Hadoop, SQL/NoSQL databases, graph databases, knowledge graphs, Docker, Kubernetes, DevOps, MLOps, AI/ML publications, open-source contributions, or certifications.
Tech Stack
Categories
About Capco
Capco, a Wipro company, is a global technology and management consultancy specializing in driving digital transformation in the financial services industry. With a growing client portfolio comprising of over 100 global organizations, Capco operates at the intersection of business and technology by combining innovative thinking with unrivalled industry knowledge to deliver end-to-end data-driven solutions and fast-track digital initiatives for banking and payments, capital markets, wealth and asset management, insurance, and the energy sector. Capco’s cutting-edge ingenuity is brought to life through its Innovation Labs and award-winning Be Yourself At Work culture and diverse talent.