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Full-time
Professional Development, Flexible Working, Inclusive and Diverse Environment
Posted 21d ago
~40 hrs/week
Responsibilities
Design and deliver CDMS migration and incremental sync solutions using PySpark and Kafka. Implement data landing and modeling on the Hadoop ecosystem while orchestrating pipelines with Airflow.
Requirements
Requires strong proficiency in Python, PySpark, Kafka, and CDC implementation. Candidates must have experience with Hadoop, Airflow, MongoDB, and the ability to translate requirements into technical designs.
Full 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 Consultant Specialist.
Business: CTO Data Technology
Principal responsibilities
• Design and deliver CDMS migration and incremental sync solutions: initial full load, CDC cutover, replay/backfill and recovery mechanisms
• Develop and maintain batch/stream processing jobs using PySpark / Spark SQL / Structured Streaming (cleansing, standardization, mapping, deduplication and merge)
• Integrate with Kafka CDC events: topic/partition/key strategy, handle out-of-order/duplicate/late events, replay, and idempotent processing
• Migrate and incrementally ingest MongoDB data: document parsing, schema evolution, nested/array flattening, and mapping to target models
• Collaborate with Java / Spring Boot service teams on event contracts (JSON/Avro), schema management, error handling, retry and DLQ patterns
• Implement data landing and modelling on the Hadoop ecosystem (HDFS/Hive and related storage formats), including partitioning and small-file management
• Orchestrate pipelines with Airflow: DAG design, dependency management, parameterisation, SLA/alerting, rerun and backfill procedures
• Build data quality and reconciliation controls: field-level validation, key uniqueness, hash/sample checks, reconciliation reports and audit evidence
• Optimise performance and stability: shuffle/skew handling, state management & checkpointing, resource tuning, backpressure and fault tolerance
• Contribute to engineering excellence: code reviews, standards, documentation, production support and continuous improvement
Requirements
• Strong Python fundamentals and engineering practices; solid hands-on PySpark experience (DataFrames, Spark SQL, RDD, tuning and troubleshooting)
• Proven experience with Spark Structured Streaming: watermarking, stateful processing, checkpointing, and delivery semantics (at-least-once / exactly-once concepts)
• Experience operating on on prem Hadoop (HDFS/Hive/YARN) and resolving common runtime issues
• Airflow experience: DAG patterns, parameterization, dependency/SLA management, alerting, retries and backfills
• Working knowledge of MongoDB: data modelling, querying/aggregation, indexing; understanding of change streams/oplog concepts
• Working knowledge of Java (able to read code, troubleshoot, and align on interfaces; Spring Boot is a plus)
• Strong SQL skills and practical experience in data reconciliation and data quality controls
• Ability to understand requirements in written English and translate them into implementable technical designs (HLD/LLD)
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 Xian Branch
Opening up a world of opportunity for our customers, investors, ourselves and the planet.
We're a financial services organisation that serves more than 40 million customers, ranging from individual savers and investors to some of the world’s biggest companies and governments. Our network covers 58 countries and territories, and we’re here to use our unique expertise, capabilities, breadth and perspectives to open up a world of opportunity for our customers.
HSBC is listed on the London, Hong Kong, New York, and Bermuda stock exchanges.
To view our social media terms and conditions please visit the following webpage: http://www.hsbc.com/social-TandCs
Offices: 8 Canada Square, London, E14 5HQ, GB · 1 Queen's Road Central, Central, Hong Kong, HK · Florida 201, Buenos Aires City, Buenos Aires Autonomous City 1005, AR · 425 5th Ave, New York, NY 10018, US · DUONG Dong Khoi 1, Ho Chi Minh City, Thanh Pho Ho Chi Minh, VN
BankingFinancial ServicesInternational Finance and BankingWealth ManagementCorporate and Business Bankingretail bankingInsuranceRetail BankingInvestment BankingCommercial Banking
Opening up a world of opportunity for our customers, investors, ourselves and the planet.
We're a financial services organisation that serves more than 40 million customers, ranging from individual savers and investors to some of the world’s biggest companies and governments. Our network covers 58 countries and territories, and we’re here to use our unique expertise, capabilities, breadth and perspectives to open up a world of opportunity for our customers.
HSBC is listed on the London, Hong Kong, New York, and Bermuda stock exchanges.
To view our social media terms and conditions please visit the following webpage: http://www.hsbc.com/social-TandCs
Offices: 8 Canada Square, London, E14 5HQ, GB · 1 Queen's Road Central, Central, Hong Kong, HK · Florida 201, Buenos Aires City, Buenos Aires Autonomous City 1005, AR · 425 5th Ave, New York, NY 10018, US · DUONG Dong Khoi 1, Ho Chi Minh City, Thanh Pho Ho Chi Minh, VN
BankingFinancial ServicesInternational Finance and BankingWealth ManagementCorporate and Business Bankingretail bankingInsuranceRetail BankingInvestment BankingCommercial Banking