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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and maintaining backend systems, integrating third-party APIs, and operating ML/LLM systems for document processing. Strong focus on mentoring engineers and implementing security practices for sensitive data.
Highest-signal resume keywords
Python/Django DevelopmentAPI Design and IntegrationAWS (EKS/EC2, RDS, S3)ML/LLM Systems EvaluationSQL and PostgreSQL Optimization
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Backend DevelopmentAPI DevelopmentMachine LearningData Processing WorkflowsQuery OptimizationSchema DesignIntegration MaintenanceAutomationCode ReviewDocument Processing
Soft Skills
MentoringCommunication
Tools & Technologies
AWSDjangoPostgreSQLKubernetesReactJavaScript
Industry Keywords
Sensitive Data HandlingHIPAA ComplianceUnstructured Data ExtractionThird-Party IntegrationsTechnical Contracts
Tech Stack
Tools & technologiesAWSDjangoEC2JavaScriptKubernetesLaravelNode.jsPostgresPythonReactRuby on RailsSQL
About the role
Key responsibilities & impact- Own third-party integrations end to end and build platform abstractions that make new integrations faster to implement
- Work with counterparties’ technical teams to define contracts, handle data formats, and reduce integration maintenance debt
- Build and operate ML/LLM systems that extract structure from medical records, lien correspondence, and other unstructured documents
- Evaluate and monitor ML/LLM systems to assess their effectiveness
- Refactor and decompose monolithic services into independently scalable systems
- Operate live services and troubleshoot production issues
- Mentor mid-level engineers and set standards through code review
- Build and maintain backend services and data-processing workflows over large datasets
- Automate manual processes
- Implement security practices for sensitive legal and medical data
- Translate internal stakeholder business needs into technical solutions
Requirements
What you’ll need- 6+ years of software development experience building and maintaining backend systems in production
- Significant experience with Python/Django or a comparable framework (Node.js, Rails, Laravel)
- Experience designing and building APIs consumed by other teams or external parties
- Experience integrating third-party or partner APIs, especially with inconsistent data and incomplete documentation
- Hands-on AWS experience with EKS/EC2, RDS, S3, and queueing (SQS or similar)
- Strong SQL and PostgreSQL, including query optimization and schema design against large tables
- Hands-on experience with LLM or ML features, including prompting, evaluation, and failure analysis
- Experience using or experimenting with agentic coding tools
- Experience mentoring engineers and raising standards on a growing team
- Excellent written and verbal communication
- Experience with document processing or extraction from unstructured data (nice to have)
- Working knowledge of React and JavaScript (nice to have)
- Familiarity with Kubernetes (nice to have)
- Experience handling sensitive data such as PHI or working under HIPAA-style requirements (nice to have)
Benefits
Comp & perks- Private Health Care Plan (Medical, Dental & Vision)
- Company HSA contributions for HDHP participants
- Flexible Spending Accounts (Health & Dependent Care)
- Company-Paid Short-Term Disability Coverage
- Voluntary Long-Term Disability, Life, AD&D, and Supplemental Coverage Options
- 401(k) Plan with Company Match
- Paid Time Off (Vacation, Sick Time & 10 paid Holidays)
- Parental Leave
- Discretionary quarterly bonus opportunity
