Senior Consultant Specialist
Guangzhou, GD, CN, 510620
Job description
Some careers have more impact than others.
If you’re looking for a career where you can make a real impression, join HSBC and discover how valued you’ll be.
We are currently seeking an experienced professional to join our team in the role of Senior Consultant Specialist.
Business: Fin, Supervision and TR Tech
Job ID: 50280
Principal responsibilities:
- Design, build and deliver AI solutions for prioritised business and technology use cases, from prototype through to production.
- Partner with business and technology SMEs to translate processes into agent workflows, including decision points, approval gates, exception handling, and evidence requirements.
- Build natural language interfaces that enable users to query, summarise, and explore risk data safely, accurately, and with appropriate controls; integrate AI agents with risk platforms and services.
- Define and implement evaluation frameworks to measure accuracy, explanation quality, hallucination risk, control effectiveness, task completion, latency, and cost.
- Support production deployment and ongoing operations, including monitoring, observability, prompt/version control, regression testing, and continuous improvement.
- Ensure solutions comply with technology standards and relevant requirements across data privacy, information security, model risk, operational risk, and audit.
- Coach and support other engineers, helping to uplift AI engineering standards and practices across the department.
Knowledge & Experience/Qualifications:
- Bachelor’s degree (or higher) in Machine Learning, Computer Science, Statistics, Software Engineering, or a related discipline; AI/ML-focused education is preferred.
- Demonstrable hands-on experience designing, building, and deploying end-to-end AI-powered applications, including prompt engineering, tool/function calling, Model Context Protocol (MCP), retrieval-augmented generation (RAG), agentic workflows, and structured outputs.
- Strong grounding in machine learning fundamentals (supervised/unsupervised learning, evaluation methods, bias/variance trade-offs, and feature engineering).
- Practical experience with model selection and deployment strategies (open-source vs hosted models), and fine-tuning approaches where appropriate.
- Strong software engineering capability in Python and Java and/or TypeScript, with 5+ years’ experience delivering, operating, and supporting production systems.
- Solid understanding of MLOps practices, including CI/CD, containerisation, automated testing, model registries, experiment tracking, and reproducible builds.
- Experience with data engineering and feature engineering on large datasets, including metadata management, data lineage, and data quality controls.
- Product mindset with strong stakeholder collaboration skills; able to translate business processes into agent workflows with clear, measurable outcomes (e.g., cycle time reduction, improved accuracy, higher containment).
- Strong analytical and troubleshooting skills, particularly when dealing with ambiguous data issues and non-deterministic LLM behaviour; able to diagnose issues using logs, traces, and evaluation results.
- Working knowledge of model risk management and Responsible AI, including prompt governance, AI observability, LLM evaluation, and operational risk considerations.
Job Board Tags:
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You’ll achieve more when you join HSBC.
HSBC is an equal opportunity employer committed to building a culture where all employees are valued, respected and opinions count. We take pride in providing a workplace that fosters continuous professional development, flexible working and opportunities to grow within an inclusive and diverse environment. We encourage applications from all suitably qualified persons irrespective of, but not limited to, their gender or genetic information, sexual orientation, ethnicity, religion, social status, medical care leave requirements, political affiliation, people with disabilities, color, national origin, veteran status, etc., We consider all applications based on merit and suitability to the role.
Personal data held by the Bank relating to employment applications will be used in accordance with our Privacy Statement, which is available on our website.
***Issued By HSBC Software Development (GuangDong) Limited***