Senior iOS Architect - Clinical AI On-device

FIT:MATCH.ai; Fort Lauderdale (FL); On-site; USD 140,000 - 210,000; Full time

Job summary

Fit:Match is seeking a Lead iOS Engineer to own the architecture of the iOS clinical application and drive on-device pose and movement analysis. You will collaborate with ML/CV engineers, set engineering standards, and mentor junior iOS staff.

This contract-to-hire role reports to the Head of Mobile Development in a HIPAA-regulated clinical environment. You will integrate HealthKit and Apple Watch data, partner with backend engineers on API contracts, and raise the bar for production-grade

Qualifications

• 7+ years shipping iOS apps in Swift with AVFoundation/ Vision/ CoreML
• Strong perspective on iOS architecture, including modularization and testability
• Experience as senior iOS voice on a team, with code reviews and mentorship
• Experience in HIPAA-regulated environments or ability to ramp into one

Responsibilities

• Own end-to-end technical architecture of the iOS clinical application
• Build data-rich member experiences: structured workouts, logging, progress visualization, results, and educational content
• Implement HealthKit and Apple Watch integration and present wearable data in a longitudinal format
• Define API contracts and data models with backend/web engineers for training programs and wearables
• Develop real-time pose estimation and movement-analysis using VNDetectHumanBodyPoseRequest, AVFoundation, CoreML
• Collaborate with ML/CV engineers on on-device movement models
• Set iOS engineering standards for the clinical team: code organization, testing, release processes
• Mentor junior iOS engineer joining the team
• Collaborate with existing iOS team to evolve CI/CD and release infrastructure for clinical-grade needs

Skills

Swift

AVFoundation

Vision / CoreML

iOS architecture

Mentorship

HIPAA compliance

On-device ML

Tools

Xcode

CoreML

ARKit

HealthKit

Job description

Fit:Match is seeking a Lead iOS Engineer to own the architecture of the iOS clinical application and drive on-device pose and movement analysis. You will collaborate with ML/CV engineers, set engineering standards, and mentor junior iOS staff.

This contract-to-hire role reports to the Head of Mobile Development in a HIPAA-regulated clinical environment. You will integrate HealthKit and Apple Watch data, partner with backend engineers on API contracts, and raise the bar for production-grade