JobCubby JobCubby
Sign up
HSBC Global Services Limited

Sr. Associate Director, Data and Analytics (AI Data Engineer)

HSBC Global Services Limited Tianhe District, Guangdong, China

Financial Services · 10,001+ employees

3 d ago
data-engineer Senior (5-10 yrs) Full-time China
Create a free account to apply — email only, no card. You can also save this posting or score it against your profile with AI.

About the role

Build and maintain structured and unstructured data pipelines to support AI solutions, including vectorization and embedding strategies. Implement robust data quality, lineage, and privacy controls while partnering with stakeholders to define and evaluate data requirements.

What they look for

Data engineering AI data pipelines Vector databases Data governance Data quality Metadata enrichment PII handling Dataset versioning Retrieval-augmented generation Python SQL Cloud computing Machine learning operations Data lineage Change management

Requirements

The role requires experience in delivering reliable, well-governed datasets and indices for AI applications in KYC and credit domains. Candidates must demonstrate expertise in data engineering, operational monitoring, and disciplined change management to ensure reproducible and auditable AI datasets.

Benefits

Professional development Flexible working Inclusive environment

Full 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 Sr. Associate Director, Data and Analytics.

Business: CTO Data Technology

Job ID: 59158

Principal responsibilities

  • Build and operate pipelines for structured domain data (onboarding events, customer/entity data, credit facilities/exposures, limits, risk grades, portfolio hierarchies, performance and arrears).
  • Build unstructured data pipelines for domain documents (KYC documents, corporate registries extracts, credit memos, financial statements, portfolio review materials): parsing, metadata enrichment, deduplication and retention handling.
  • Develop embedding/vectorisation pipelines and manage vector indices with refresh and deletion strategies aligned to data governance.
  • Implement data quality, observability and lineage: automated testing, SLAs, anomaly detection, monitoring and runbooks.
  • Apply privacy-by-design: PII handling, masking/tokenisation where required, access controls and audit trails.
  • Implement dataset versioning and reproducibility (snapshots, schema evolution, data contracts) to support repeatable evaluations.
  • Partner with Agent Engineers and stakeholders to define data requirements and evaluation datasets; close feedback loops from production retrieval/agent performance.
  • Support production operations and continuous improvement of data services powering AI.

Requirements

  • Delivering reliable, fresh, well-governed datasets and indices used by KYC, credit and portfolio AI solutions.
  • Improving retrieval relevance and answer grounding by strengthening metadata, chunking inputs, and data quality.
  • Reducing operational incidents through strong testing, monitoring, and disciplined change management.
  • Making AI datasets reproducible and auditable to support reviews and control expectations.

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***

Similar roles