Data Engineer (Graph, Vector & Data Platform) - Senior Associate, AI & Data, Technology Consulting

• Design and implement graph data models and entity networks using Neo4j


• Develop and optimize Cypher queries for relationship and network analysis


• Build and maintain vector databases using Postgres (pgvector), Milvus, or Weaviate


• Implement embedding ingestion pipelines for similarity and semantic search use cases


• Design and manage data repositories / lakehouse layers using Apache Iceberg


• Develop data ingestion and transformation pipelines from multiple source system  


• Deploy and operate databases and data platforms on Nutanix infrastructure


• Ensure performance tuning, scalability, availability, and fault tolerance


• Implement data quality checks, monitoring, and error handling


• Collaborate with AI/ML, analytics, and application teams


• Document data models, architectures, and operational procedures 

To qualify for the role, you must have

• Bachelor's degree in computer science, Information Systems, or related field.


• Minimally 4 years of hands-on experience in Data Engineering


• Strong hands-on experience with Neo4j (Graph DB)


• Proven experience in entity network analysis and relationship-based modeling


• Hands-on experience with vector databases:
  
  
  
  • Postgres (pgvector), Milvus, and/or Weaviate
  
  
  
  


• Strong SQL skills and experience with complex data transformations


• Experience designing data lakes / lakehouse architectures


• Hands-on experience with Apache Iceberg or similar table formats


• Experience operating data platforms on Nutanix or comparable on-prem / hybrid infrastructure


• Solid understanding of distributed systems and data storage concepts 

Ideally, you’ll also have 

• Python or Java for data processing and integration


• Experience with Spark, Kafka, or Flink


• Experience with LLM / AI pipelines and embedding generation


• Knowledge of Elasticsearch or hybrid search architectures


• Experience with data governance, security, and access control


• Exposure to DevOps / CI-CD for data platforms 

What we look for 

• Highly motivated individuals with excellent problem-solving skills and the ability to prioritize shifting workloads in a rapidly changing industry.


• An effective communicator, you’ll be a confident leader equipped with strong people management skills and a genuine passion to make things happen in a dynamic organization.