AI Data Engineer

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November 18

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Thinkahead Consultant Psychologist Pty Ltd

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Thinkahead is a privately owned psychology firm working across both the clinical field of private practice as well as corporate consulting space.

1 - 10 employees

📋 Description

• Build event-driven data workflows (Snowflake, S3, Kafka, EventBridge, Celery, AWS Batch), integrate with FactSet, Sharepoint, Proxy connectors, and expose agentic features (LangChain, LangGraph, LlamaIndex, Pinecone). • Develop, maintain, and monitor vector database (Pinecone) pipelines, LLM and ML endpoints, ensuring agent memory/state is managed for retrieval-augmented pipelines. • Automate schema/version change management, event contract validation, lineage tracking, and observability. • Write, run, and document QA/test coverage for ETL, agentic triggers, and GenAI model events, with incident and postmortem participation. • Collaborate in agile ceremonies: propose improvements, troubleshoot delivery bottlenecks, and share technical knowledge via docs and training sessions. • Implement and monitor security, compliance, and resiliency standards at all stages of the data/model workflows. • Help onboard new team members; mentor engineers in agentic and event-driven data engineering best practices.

🎯 Requirements

• Event-driven ETL/data pipeline experience (Kafka, EventBridge, Snowflake, S3, Python/Celery), plus direct work with LangChain/LangGraph/LlamaIndex/Pinecone multi-agent orchestration. • QA, documentation, monitoring, and collaborative agile process skills. • Experience with cross-cloud, multi-source integration and incident resolution.