Dave is a financial app on a mission to build products that level the financial playing field by leveraging technology to create an affordable, transparent, and user-centric access to liquidity for millions of Americans.
Requirements
- 5+ years of experience in data analytics, data engineering, or financial data roles — ideally with direct exposure to reconciliation, settlements, or financial operations.
- Deep SQL proficiency and strong Python skills (pandas, PySpark, or equivalent); experience with DBT a plus.
- Hands-on experience with Snowflake and/or Databricks, including pipeline development, scheduling, and data modeling.
- Familiarity with ACH transaction cycles, payment rails, or financial settlement processes — you understand why timing differences exist and how to model around them.
- Experience building anomaly detection logic, whether rule-based, statistical, or ML-driven.
- Exposure to probabilistic/fuzzy matching techniques for entity resolution or transaction matching.
- Strong cross-functional communication skills — you can translate a data quality issue into clear language for a Finance partner and a technical spec for an Engineer.
- Practical AI/ML knowledge, including supervised and unsupervised methods relevant to reconciliation — anomaly detection (isolation forest, autoencoders), clustering for transaction grouping, and classification models for match/no-match decisions.
- Experience working with LLMs or AI-assisted tooling (e.g., prompt engineering, LLM-based data extraction, or AI-augmented workflow automation) to accelerate analysis and reduce manual review.
- Experience in fintech or financial services strongly preferred.
- Bachelor's degree in a field requiring analytical or structured thinking (e.g., STEM, Economics, Finance); Master's degree preferred.
Benefits
- Flexible hours and virtual-first work culture with a home office stipend
- Premium Medical, Dental, and Vision Insurance plans
- Generous paid parental and caregiver leave
- 401(k) savings plan with matching contributions
- Financial advisor and financial wellness support
- Flexible PTO and generous company holidays, including Juneteenth and Winter Break
- All-company in-person events once or twice a year and virtual events throughout
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