
Senior Data Intelligence Architect
1 week ago
We're developing a cutting-edge data intelligence platform using microservices architecture. We need a senior expert to lead the development of our Entity Resolution and Network Generation services.
This is a hands-on technical leadership role where you'll architect and implement distributed graph computing solutions processing billions of entities and relationships.
- Design and implement distributed entity resolution algorithms capable of processing large datasets
- Build blocking strategies (e.g. LSH, canopy clustering) optimized for Spark at scale
- Develop fuzzy matching algorithms leveraging Elasticsearch's capabilities
- Create ML-enhanced matching with explainable AI for match decisions
- Implement incremental resolution supporting real-time and batch modes
- Design APIs for entity lookup with sub-100ms latency requirements
We utilize:
- Microservices architecture with Kubernetes orchestration
- Apache Spark for distributed processing
- Elasticsearch for real-time search and fuzzy matching
- Scala as the primary development language
- Data mesh principles with API-first design
- Entity Resolution Service
- Network Generation Service
- AI Model Development
- Explainable AI (XAI)
- Ensure seamless integration between entity resolution and network generation
- Design data lineage tracking across both services
- Implement comprehensive monitoring and observability
- Contribute to API design and service contracts
- 7+ years of experience in distributed computing and big data systems
- 5+ years specifically in entity resolution and graph analytics at scale
- Expert-level Scala programming skills
- Deep experience with Apache Spark, including custom optimizations
- Production experience with Elasticsearch for search and matching
- A technical leader who can make architectural decisions and implement them
- Strong communicator who can explain complex graph concepts to stakeholders
- Self-directed engineer who can own large technical initiatives end-to-end
- Performance-obsessed developer who benchmarks everything
- Define the architecture for entity resolution serving multiple business domains
- Build the graph intelligence layer powering advanced analytics and ML
- Create systems that will process billions of entities with millisecond latencies
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