Plume

Data Engineer

• Building and maintaining production-grade data pipelines in cloud data warehouses such as Google BigQuery or equivalent, following architectural standards set by the Director of Data and AI.
• Designing and developing dbt models across bronze, silver, and gold layers, including a focus on quality and governance via automated tests, documentation, and incremental load strategies.
• Creating and optimizing Airflow DAGs for data workflow orchestration, including scheduling, dependency management, error handling, and alerting.
• Implement dimensional data models and data mart structures — guided by the team's modeling standards — that support clinical BI and ML feature consumption.
• Crafting easy-to-understand visualizations and dashboards that align with commonly used business analytic standards in Looker or equivalent BI tools in close collaboration with product analytics, finance, operations, growth, and clinical stakeholders.
• Integrating healthcare data from sources such as EHRs, Stripe, 3rd-party APIs, and application database feeds, normalizing incoming data into the unified data platform.
• Applying HIPAA-compliant data handling practices, including PHI/PII masking, tokenization, audit logging, and role-based access controls across all pipeline and AI system work.
• Architecting and implementing RAG pipelines — including document ingestion, chunking, embedding generation, and retrieval — using frameworks such as LangChain or LangGraph
• Supporting MLOps workflows, including model training pipeline maintenance, deployment support, performance monitoring, and retraining triggers.
• Code reviewing PRs from teammates, providing constructive technical feedback to peers, and upholding the team's engineering standards.
• Collaborating closely with product managers to understand requirements and deliver reliable data and AI products.
• Monitoring and triaging assigned pipeline and data quality failures, escalating architectural issues as appropriate.
• Documenting pipeline designs, data models, and technical decisions in alignment with the team's governance and lineage tracking standards.
• Evaluating new tools and frameworks, providing hands-on prototyping and technical assessments.

Senior Data Engineer, Data and Applied AI

Financial Planning and Analysis

• Lead the strategic direction and overall management of financial planning, budgeting, and forecasting processes in collaboration with the COO and executive leadership.
• Monitor financial performance, analyze key metrics, and provide insights for operational decision-making.
• Support the COO in evaluating market opportunities, roadmap trade-offs, and competitive positioning.
• Assist in translating financial insights into compelling narratives to inform internal decision-making and support external partnerships.
• Provide strategic oversight for the bi-annual budgeting process for the organization, guiding the Accounting Manager in project management and asset preparation.
• Oversee and ensure the integrity and timely completion of the month-end close process, providing strategic review of financial statements and insights for executive leadership.
• Ensure that cross-departmental inbound requests are efficiently managed and resolved by the accounting team, serving as an ultimate escalation point for complex issues.
• Oversee the overall invoicing and expense management processes, ensuring effectiveness and compliance, and serving as the ultimate escalation point for critical unpaid invoices or systemic issues.
• Establish and champion the development and maintenance of robust standard operating procedures for financial processes, ensuring their effectiveness and compliance, and providing guidance to the Accounting Manager.
• Develop and maintain the treasury management policy, providing strategic oversight of cash flow and allocation, and ensuring financial stability.
• Provide strategic guidance and ultimate review for the annual update of MSA agreements between our PC and MSO and the appropriate allocation of cash across corporate entities, ensuring compliance and optimal financial structuring.
• Strategically oversee all quarterly and annual tax filings, ensuring compliance and optimizing tax positions, and serving as the executive point of contact for complex tax matters.
• Manage and mentor our Accounting Manager, fostering their growth and ensuring they effectively lead the offshore accounting team to complete daily accounting tasks and monthly close, ensuring efficient and effective processes across all accounting functions, and monitoring key performance indicators (KPIs) to drive continuous improvement.
• Support the operational maturation of the organization holistically via common business operating frameworks and tools.
• Utilize data analysis to drive operational improvements and inform strategic decisions.

Senior Data Engineer, Data and Applied AI

Director of Finance and Accounting