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Key skills for this role
Design, build, and operate high throughput batch and streaming data pipelines using Kafka, Flink, and ETL technologies
Design and build unified analytics engine designed for processing large-scale data using Apache Spark and related tools
Develop and optimize analytical data models for time-series, financial metrics, and trading activity
Implement and manage analytical databases (ClickHouse, MongoDB, BigQuery, Snowflake, or similar) with cost-aware architecture
Build idempotent data pipelines with robust backfill and reconciliation capabilities
Create comprehensive monitoring for data quality, freshness, and pipeline reliability
Design, build, and operate internal AI platforms serving multiple trading teams
Build reusable AI tooling including standardized RAG pipelines, prompt management, and self-service workflows
Create and maintain agent systems using modern frameworks (LangGraph, A2A, MCP) with focus on controllability and auditability
5+ years production experience with both Python and Java in high-performance environments
Strong software engineering fundamentals: system design, data structures, algorithms, data integrity, accuracy and performance optimization
Expertise in Linux, Github, and modern CI/CD practices
Proven experience with AWS cloud services and Kubernetes orchestration
Comfort working with large-scale, complex datasets in financial/trading contexts
Advanced SQL with window functions and query optimization, realtime data synchronization together with database design and infrastructure support
Experience with data workflow and messaging orchestration (Airflow, Jenkins, AMPS etc.)
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Metric design and implementation for trading analytics (PnL, risk, balance and trade reconciliation, backfill and performance tuning)
Time-series data visualization with Grafana, TradingView, web-based interactive dashboards and BI tools etc.
Kafka, Flink, and event processing in production environments
Retrieval system evaluation methodologies and quality frameworks
RAG pipeline architecture and optimization techniques
LLMOps practices including model lifecycle and prompt management
Experience with AI agent frameworks in production settings like A2A and MCP
Experience in trading systems, quantitative finance, or financial technology
Understanding of market data, data subscription using Rest API / Web Socket
Knowledge of cryptocurrency markets, defi and related technologies
Excellent problem-solving skills with ability to perform under pressure
Strong communication skills for cross-team collaboration
Proactive approach to system reliability and performance optimization
Continuous learning mindset in rapidly evolving AI/ML landscape
Balance of practical engineering rigor with innovative solution development
Global cryptocurrency exchange and financial services platform supporting trading, staking, and payments for over 400 digital assets. Crypto.com also offers a Visa card and DeFi wallet.
Visit company websiteMid · 5+ years experience
Hybrid
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