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AI Application Engineer - Job Opportunity at Sidecar Health

Los Angeles, USA
Full-time
Senior
Posted: February 20, 2025
Hybrid
USD 150,000 - 190,000 annually based on Los Angeles market rates for senior AI engineers in healthcare technology

Benefits

Premium Healthcare Coverage - Comprehensive medical, dental, and vision reflecting company's healthcare focus
401(k) Retirement Plan with competitive matching structure
Performance-Based Bonus Program tied to company growth
Equity Package offering startup growth potential
Flexible PTO and Company Holidays for work-life balance

Key Responsibilities

Lead AI system architecture design and implementation using AWS serverless technologies
Develop and optimize LLM interaction frameworks through advanced prompt engineering
Design and implement mission-critical AI workflows using AWS Lambda and Step Functions
Create and maintain scalable AI pipelines with focus on performance and cost optimization
Drive technical documentation and best practices for enterprise AI implementations
Conduct ongoing AI performance analysis and optimization

Requirements

Education

Bachelor's or Master's degree in Computer Science, Information Systems, Business Administration, or related field

Experience

4+ years of professional experience in software engineering, with a focus on AI or machine learning platforms

Required Skills

AWS serverless architecture expertise (Lambda, API Gateway, Step Functions, S3, DynamoDB, IAM) Strong TypeScript programming AI API experience (OpenAI, Anthropic, Hugging Face) LLM and prompt engineering expertise Cloud-native development Infrastructure as Code AWS monitoring and logging Performance optimization
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Sauge AI Market Intelligence

Industry Trends

Healthcare technology sector is experiencing rapid AI integration, with a 47% increase in AI-focused roles since 2022 Serverless AI architectures are becoming the standard for healthcare applications due to HIPAA compliance requirements and cost optimization needs The convergence of healthcare and AI is creating unique demands for engineers who can bridge technical implementation with healthcare compliance requirements

Role Significance

Likely part of a 5-8 person AI engineering team within a larger technology organization of 30-50 engineers
Senior Individual Contributor with potential for technical leadership, responsible for core AI infrastructure decisions that will shape the company's technical direction

Key Projects

Healthcare cost prediction and optimization systems Natural language processing for medical documentation Automated claims processing and verification systems Real-time healthcare pricing analysis platforms

Success Factors

Deep understanding of healthcare industry regulations and their impact on AI implementation Ability to balance technical innovation with practical business outcomes Strong focus on scalability and cost optimization in cloud environments Excellence in technical documentation and knowledge sharing

Market Demand

Very High - The combination of healthcare domain expertise and advanced AI engineering skills is currently in significant demand, with a projected 35% growth in similar positions over the next 18 months

Important Skills

Critical Skills

AWS Serverless Architecture - Essential for building scalable, cost-effective healthcare AI solutions Prompt Engineering - Core to developing reliable and accurate AI interactions in healthcare context TypeScript Development - Fundamental for maintaining robust, type-safe applications in a healthcare setting

Beneficial Skills

Healthcare Industry Knowledge HIPAA Compliance Experience System Architecture Design Cost Optimization Strategies

Unique Aspects

Rare opportunity to apply AI in direct healthcare cost optimization
Combination of cutting-edge AI technology with immediate social impact
Position to influence core architecture decisions in a growing company

Career Growth

2-3 years in role with potential for advancement based on company growth and technical leadership demonstration

Potential Next Roles

AI Architecture Lead Technical Director of AI Solutions Chief AI Officer VP of Engineering - AI Systems

Company Overview

Sidecar Health

Sidecar Health is a disruptive healthcare technology company focused on making healthcare more accessible and affordable through innovative insurance solutions

Growth-stage startup with significant market potential in the healthcare technology sector
Headquartered in Los Angeles with potential for national impact in the US healthcare market
Fast-paced, mission-driven environment with strong emphasis on innovation and technical excellence
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