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Drake Software Tech Stack
Tax software platform serving 70,000+ accounting firms filing 40M+ returns annually
Drake Software operates a tax filing platform deeply embedded in accounting firm workflows, processing over 40 million returns per year across 70,000+ customer firms. The tech stack reveals a data-heavy organization—SQL, Snowflake, dbt, and Datadog anchor operational reporting—while aggressive adoption of LLM tooling (LangChain, LangGraph, Pinecone, FAISS, Chroma, RAG) signals a shift toward AI-assisted tax preparation. Hiring skews heavily toward support and marketing roles, with only 3 active engineering positions despite ongoing platform architecture work, suggesting either a mature codebase or constrained engineering capacity during seasonal peaks.
Tech Stack 28 technologies
Core StackTableau Salesforce HubSpot Marketo Google Analytics dbt Snowflake SQL Server PostgreSQL DynamoDB AWS RDS AWS AWS Lambda Datadog Kubernetes RAG LangChain Pinecone Python TypeScript SQL Camtasia AWS EKS AWS ECS LangGraph FAISS Chroma Adobe Captivate
What Drake Software Is Building
◆Challenges
- Seasonal staffing needs
- Simplifying complex tax workflows
- Ensuring consistency in metrics across reporting platforms
- Transform raw data into clean, reliable datasets
- Seasonal high-volume workloads
- Ensuring compliance with privacy laws
- Responsible adoption of generative ai
- Lead generation at events
- Event roi
- Vendor contract management
▲Active Projects
- B2b tax and payment solutions
- Llm-powered system deployment
- Preparer workflows
- Training development and delivery
- Content creation & documentation
- User experience strategy across digital products
- Ai-driven database insights adoption
- Payment journeys
- Database platform architecture evolution
- Trade show strategy development
Hiring Activity
30 roles · 4 in 30d
Department
Seniority
Company intelligence
