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Trading Analytics Developer, Quantitative Trading

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Trading Analytics Developer, Quantitative Trading in Others new

  • Crypto.com
  • Full time
  • Email
  • Hong Kong, Hong Kong

Responsibilities

  • Design, build, and operate high-throughput batch and streaming data pipelines using Kafka, Flink, and ETL technologies.
  • Build a unified analytics engine for large-scale data processing using Apache Spark and related tools.
  • Develop analytical data models for time-series data, financial metrics, and trading activity.
  • Implement and manage analytical databases with cost-aware architecture, including ClickHouse, MongoDB, BigQuery, and Snowflake.
  • Build idempotent pipelines with backfill and reconciliation capabilities and monitor data quality, freshness, and reliability.
  • Design and operate internal AI platforms serving multiple trading teams.
  • Build reusable RAG pipelines, prompt-management tooling, self-service workflows, and production agent systems using LangGraph, A2A, and MCP.
  • Implement trading analytics metrics including PnL, risk, balance, and trade reconciliation, with time-series visualization and dashboarding.

Requirements

  • At least 5 years of production experience with both Python and Java in high-performance environments.
  • Strong software engineering fundamentals, including system design, data structures, algorithms, data integrity, accuracy, and performance optimization.
  • Expertise with Linux, GitHub, AWS cloud services, Kubernetes, and modern CI/CD practices.
  • Experience working with large-scale complex datasets in financial or trading contexts.
  • Advanced SQL skills, including window functions and query optimization, plus database design and infrastructure support.
  • Experience with workflow and messaging orchestration tools such as Airflow, Jenkins, and AMPS, and with Kafka and Flink in production.
  • Experience designing trading analytics metrics, reconciliation, backfill workflows, retrieval-system evaluation, RAG optimization, LLMOps, and production AI agent frameworks.
  • Preferred experience in trading systems, quantitative finance, financial technology, cryptocurrency markets, DeFi, market data, REST APIs, or WebSockets.
  • Excellent problem-solving, communication, cross-team collaboration, reliability focus, and ability to work under pressure are preferred.

Benefits

  • Competitive salary and a medical insurance package with extended dependent coverage.
  • Annual leave entitlement including birthday and work-anniversary leave.
  • Flexible working hours with a hybrid or remote setup.
  • Internal mobility opportunities and career development support.
  • A Crypto.com Visa card provided upon joining.
  • Benefits vary by region.

Salary: Competitive

Crypto.com

Crypto.com builds a cryptocurrency exchange and mobile app for retail and institutional customers to buy, sell, and manage digital assets, along with a Visa crypto rewards card, payment services, and a DeFi wallet. Its business model centers on trading fees, card and payments economics, and relat...

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