Join Our Mission to Revolutionize Healthcare
Thoughtful is pioneering a new approach to automation for all healthcare providers! Our AI-powered Revenue Cycle Automation platform enables the healthcare industry to automate and improve its core business operations.
We're looking for Staff Data Engineers to help scale and strengthen our data platform.
Our data stack today consists of Aurora RDS, AWS Glue, Apache Iceberg, S3 (Parquet), Spark and Athena - supporting a range of use cases from operational reporting to downstream services. We’re looking to grow the team with engineers who can help improve performance, increase reliability, and expand the platform's capabilities as our data volume and complexity continue to grow.
You’ll work closely with other engineers to evolve our existing pipelines, improve observability and data quality, and enable faster, more flexible access to data across the company. The platform is deployed on AWS using OpenTofu, and we’re looking for engineers who bring strong cloud infrastructure fundamentals alongside deep experience in data engineering.
Your Role:
- Build: Develop and maintain data pipelines and transformations across the stack. Starting from ingesting transactional data into the data lakehouse to refining data up the medallion data architecture.
- Optimize: Tune performance, storage layout, and cost-efficiency across our data storage and query engines.
- Extend: Help design and implement new data ingestion patterns and improve platform observability and reliability.
- Collaborate: Partner with engineering, product, and operations teams to deliver well-structured, trustworthy data for diverse use cases.
- Contribute: Help establish and evolve best practices for our data infrastructure, from pipeline design to OpenTofu-managed resource provisioning.
- Secure: Help design and implement a data governance strategy to secure our data lakehouse.
Your Qualifications:
- 8-10+ years of experience building and maintaining data pipelines in production environments
- Strong knowledge of the data lakehouse ecosystem, with an emphasis on AWS data services - particularly Glue, S3, Athena/Trino/PrestoDB, and Aurora
- Proficiency in Python, Spark and Athena/Trino/PrestoDB for data transformation and orchestration
- Experience managing infrastructure with OpenTofu/Terraform or other Infrastructure-as-Code tools
- Solid understanding of data modeling, partitioning strategies, schema evolution, and performance tuning
- Comfortable working with cloud-native data pipelines and batch processing (streaming experience is a plus but not required)
What Sets You Apart:
- Systems thinker - you understand the tradeoffs in data architecture and design for long-term stability and clarity
- Outcome-driven - you focus on building useful, maintainable systems that serve real business needs
- Strong collaborator - you're comfortable working across teams and surfacing data requirements early
- Practical and hands-on - able to dive into logs, schemas, and IAM policies when needed
- Thoughtful contributor - committed to improving code quality, developer experience, and documentation across the board
Why Thoughtful?
- Competitive compensation
- Health benefits: Comprehensive medical, dental, and vision insurance.
- Time off: Generous leave policies and paid company holidays.
Top Skills
What We Do
We are Thoughtful AI – pioneering a new approach to automation for all healthcare providers! Our Fully-Human Capable AI Agents operate within your existing RCM tech stack to accomplish key end-to-end tasks currently performed by human employees. The Thoughtful AI platform utilizes state-of-the-art technology, including Robotic Process Automation, Optical Character Recognition, Natural Language Processing, and Large Language Models. Customers love Thoughtful because of our... - White-glove service and world-class implementation team - Vendor consolidation: one platform, all departments, reduce tool and vendor spend - Custom-built platform for your organization: we optimize your current system stack, saving you millions from costly system migrations - ROI obsessed - Performance-based contracting: refund and value guarantees - We integrate with all applications in the cloud and on-prem Message us today to start your Thoughtful AI journey
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