HSBC

3 days ago

AVP - Data and Analytics (Guangzhou, GD, CN, 510620)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 5 hours agoStatus: Live

Job Summary

Explore, cleanse, and transform large volumes of customer, product, and interaction data across GCP and Hadoop to build cross-sell and next-best-action analytics. Develop propensity/uplift models, engineer CRM and behavioral features, and prototype solutions in Python/SQL. Deliver decision-ready dashboards in Looker and partner with CRM and business stakeholders on test-and-learn approaches, translating insights into implementation-ready outputs while driving continuous automation and engineering rigor.

Location: Guangzhou

Workplace: Onsite

Employment Type: Full time

Job Function: Data Analytics & Business Intelligence

Seniority: Mid level

Key Responsibilities

•Explore, cleanse, and transform customer, product, channel, and interaction data across platforms including GCP and Hadoop.
•Develop cross-sell/NBA analytics including propensity/uplift models, segmentation, eligibility rules, and prioritisation logic.
•Engineer features from CRM and behavioural signals to improve model performance and interpretability.
•Build and iterate prototypes using Python/SQL and create decision-ready dashboards and monitoring views in Looker.
•Partner with CRM, product, and business stakeholders to define use cases, success metrics, and test-and-learn approaches, then translate insights into actionable recommendations and artifacts.

Key Requirements

•6+ years of banking analytics/data science experience with a structured delivery approach.
•Strong understanding of CMB products, especially CRM and customer engagement processes.
•Advanced Python and SQL skills for analyzing large datasets and performing complex statistical analysis.
•End-to-end delivery experience in areas such as next-best-action, propensity/uplift modeling, NLP/NLU, social network analysis, or path analysis.
•Working knowledge of GCP services and analytics tooling, plus solid understanding of Hadoop concepts and ecosystem.

Experience:6+ yearsBankingBanking analyticsData scienceCRMCustomer analytics

Skills:Stakeholder managementCommunicationPresentationVersion control disciplineCollaborative coding

Languages:MandarinEnglish

Tech Stack:PythonSQLGCPHadoopLookerGitHubA/B testingNLPLLM

Company Brief

HSBC

Global banking and financial services organisation offering retail, commercial, corporate and investment banking, wealth management, and global markets services across Europe, Asia, the Americas and the Middle East.

Industry: Banking

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Public Company

Valuation: Public Company (Market Cap in USD)

Funding: IPO / Publicly Listed

Headquarters: London, United Kingdom

Founded: 1865

Glassdoor: 3.6

Website LinkedIn

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HSBC

3 days ago

AVP - Data and Analytics (Guangzhou, GD, CN, 510620)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 5 hours agoStatus: Live

Job Summary

Location: Guangzhou

Workplace: Onsite

Employment Type: Full time

Job Function: Data Analytics & Business Intelligence

Seniority: Mid level

Key Responsibilities

•Explore, cleanse, and transform customer, product, channel, and interaction data across platforms including GCP and Hadoop.
•Develop cross-sell/NBA analytics including propensity/uplift models, segmentation, eligibility rules, and prioritisation logic.
•Engineer features from CRM and behavioural signals to improve model performance and interpretability.
•Build and iterate prototypes using Python/SQL and create decision-ready dashboards and monitoring views in Looker.
•Partner with CRM, product, and business stakeholders to define use cases, success metrics, and test-and-learn approaches, then translate insights into actionable recommendations and artifacts.

Key Requirements

•6+ years of banking analytics/data science experience with a structured delivery approach.
•Strong understanding of CMB products, especially CRM and customer engagement processes.
•Advanced Python and SQL skills for analyzing large datasets and performing complex statistical analysis.
•End-to-end delivery experience in areas such as next-best-action, propensity/uplift modeling, NLP/NLU, social network analysis, or path analysis.
•Working knowledge of GCP services and analytics tooling, plus solid understanding of Hadoop concepts and ecosystem.

Experience:6+ yearsBankingBanking analyticsData scienceCRMCustomer analytics

Skills:Stakeholder managementCommunicationPresentationVersion control disciplineCollaborative coding

Languages:MandarinEnglish

Tech Stack:PythonSQLGCPHadoopLookerGitHubA/B testingNLPLLM

Company Brief

HSBC

Industry: Banking

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Public Company

Valuation: Public Company (Market Cap in USD)

Funding: IPO / Publicly Listed

Headquarters: London, United Kingdom

Founded: 1865

Glassdoor: 3.6

Website LinkedIn