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Applied AI Developer
dexter healthApplied AI Developer building production LLM features for dexter health’s caregiver software. Improving AI workflows, reliability, evaluation, and backend integration.
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates strong software engineering skills in Python, with a focus on building and integrating AI-powered product features and LLM-based workflows. Capable of designing, testing, and validating AI outputs while maintaining production quality in a fast-paced environment.
Highest-signal resume keywords
Python ProgrammingAI-Powered Product DevelopmentLLM-Based Workflow DesignDebugging and Quality AssuranceAI Development Tools
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
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Hard Skills
Software EngineeringAI Workflow IntegrationEvaluation and TestingValidation LogicStructured OutputsFallback BehaviorDebuggingModel ServingInference OptimizationData Extraction
Soft Skills
Fast LearningOwnership MindsetComfort with AmbiguityClear Communication
Tools & Technologies
Claude CodeCodexCursorCopilotOpen-Source LLMs
Industry Keywords
Healthcare SoftwareRegulated EnvironmentsElderly Care Workflows
Tech Stack
Tools & technologiesPython
About the role
Key responsibilities & impact- Build new AI-powered product features from idea to production
- Improve existing AI workflows for quality, reliability, latency, and user value
- Design and implement LLM-based workflows, structured outputs, validation logic, and fallback behavior
- Build evaluation loops, tests, and quality checks for AI-generated outputs
- Integrate AI capabilities into existing product and backend systems
- Work with commercial and open-source LLMs
- Support self-hosted model workflows where appropriate
- Debug AI feature failures across inputs, outputs, data, backend logic, and user flows
- Ship quickly while maintaining production quality
- Work closely with product and engineering while taking ownership of outcomes
Requirements
What you’ll need- Strong software engineering skills, especially in Python or a comparable backend language
- Experience building AI-powered product features or LLM-based workflows
- Ability to turn ambiguous product ideas into working software quickly
- Strong understanding of how to design, test, validate, and improve AI outputs
- Experience integrating AI workflows into production systems
- Strong debugging instincts across application logic, data, model outputs, and user-facing behavior
- Experience with evaluation, testing, validation, or quality checks for AI-generated outputs
- Serious experience using AI development tools such as Claude Code, Codex, Cursor, Copilot, or similar as part of your daily workflow
- High intelligence, fast learning speed, bias to action, and ownership mindset
- Comfortable with ambiguity, fast decisions, and a high-trust startup environment
- Clear written and spoken English
- Nice-to-have: Experience with frontend or fullstack product development
- Nice-to-have: Experience with self-hosted LLMs, model serving, inference optimization, or similar systems
- Nice-to-have: Experience with open-source LLMs and related deployment workflows
- Nice-to-have: Experience improving latency, cost, quality, or reliability of AI systems
- Nice-to-have: Experience with healthcare software, healthcare data, or regulated environments
- Nice-to-have: Experience working with structured data extraction, documentation automation, voice workflows, or workflow automation
- Nice-to-have: German language skills
- Nice-to-have: Knowledge of nursing homes or elderly care workflows
Benefits
Comp & perks- Remote work
- Fair compensation based on skills, experience, and location
- Ownership of important backend systems
- Work on software used in real healthcare workflows
- Modern AI-native development workflow
- Room to grow with the company