Senior Algorithm Developer - PySpark / SQL Company Overview: ACA Global delivers market abuse surveillance solutions to institutional investors, hedge funds, and asset managers. The Market Abuse ...
Senior Algorithm Developer - PySpark / SQL Company Overview: ACA Global delivers market abuse surveillance solutions to institutional investors, hedge funds, and asset managers. The Market Abuse ...
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Senior Pyspark Developer information
Job description
Senior Algorithm Developer - PySpark / SQL
Company Overview:
ACA Global delivers market abuse surveillance solutions to institutional investors, hedge funds, and asset managers. The Market Abuse Surveillance (MAS) platform monitors trading activity across equities, fixed income, and derivatives to identify potential regulatory and policy violations.
The Opportunity:
This role sits on the Market Abuse Surveillance Product Development team and focuses on validating, optimizing, and advancing a PySparkbased surveillance platform. Following a multiyear algorithm migration initiative, the emphasis is now on production quality, performance optimization, and nextgeneration algorithm development. The position blends deep PySpark/Python and SQL expertise with financial markets and regulatory domain knowledge.
What You'll Do:
Validate and QA migrated surveillance algorithms by reconciling PySpark outputs against legacy SQL baselines across multiple client environments
Optimize PySpark algorithms and Spark infrastructure to meet processing SLAs across large data volumes
Enhance and develop new surveillance algorithms aligned to evolving regulatory and client requirements
Support legacy SQL systems during transition and ensure data integrity and auditability
Technical Skill Set:
3+ years of handson PySpark/Python development in production environments
Strong Spark expertise (DataFrames, SQL functions, windowing, joins, optimization, execution plans)
5+ years of advanced SQL experience (CTEs, window functions, performance tuning, stored procedures)
Experience operating within the Spark ecosystem (EMR, Iceberg, Spark UI)
Strong AWS experience (S3, EMR, IAM, CloudWatch, cost optimization)
Familiar with CI/CD, Git workflows, JIRA, automated testing, and code review practices
Domain Expertise (or Strong Willingness to Learn):
Financial instruments: equities, fixed income, and derivatives
Trade lifecycle and portfolio concepts
Market abuse and regulatory surveillance (KYC/AML, best execution, fair dealing)
Institutional trading behavior and surveillance patterns
Experience Profile:
5+ years total software development experience, including largescale data processing systems
Proven track record delivering productionready data or algorithmic platforms
Strong validation, testing, and reconciliation experience across complex data systems
Background in fintech, RegTech, or financial services strongly preferred
Experience working in agile teams with crossfunctional stakeholders (QA, DevOps, Product)
What Success Looks Like:
Quickly ramp on MAS platform architecture and algorithm logic
Validate and productionready multiple surveillance algorithms with auditready documentation
Improve algorithm performance and stability across client environments
Contribute to new algorithm development and nextgeneration platform initiatives
Become a subject matter expert on specific surveillance domains or platform components
Impression:
This is a senior, handson algorithm development role ideal for someone who enjoys working at the intersection of big data engineering, Python/Spark optimization, and financial regulatory logic in a productioncritical environment.
About ACA Group
Sourced by ZipRecruiter
Industry
Finance and insurance
Company size
501 - 1,000 Employees
Headquarters location
New York, NY, US
Year founded
2002