Swift Developer - Tools Products FZ-LLC

Talent Pal


Date: 4 hours ago
City: Dubai
Contract type: Full time
Responsibilities

  • Develop and maintain iOS/macOS applications utilizing Swift, with a strong focus on performance and user experience.
  • Implement machine learning models using CoreML, ensuring efficient on-device processing and optimization for real-time performance.
  • Work with audio processing frameworks such as AVFoundation or AudioEngine to integrate real-time audio processing and manipulation features.
  • Collaborate with cross-functional teams including data scientists, designers to rapidly iterate on features.
  • Optimize and fine-tune ML models for deployment on resource-constrained devices (i.e., iPhones, iPads).
  • Handle super-fast iterations and continuous deployment, ensuring minimal downtime and quick updates to production apps.
  • Write clean, maintainable, and testable code with an emphasis on scalable architectures.
  • Conduct performance profiling and debugging, ensuring applications run efficiently even with complex audio and ML workloads.
  • Stay updated on the latest developments in CoreML, Swift, and audio processing technologies, ensuring best practices are applied.

Qualifications

  • Strong proficiency in Swift and SwiftUI (we have little to no UIKit), with experience in developing and deploying iOS or macOS applications.
  • Experience with CoreML and on-device machine learning, particularly in integrating and optimizing ML models for mobile devices.
  • Proficiency in audio processing frameworks like AVFoundation, AudioEngine, or other relevant libraries for real-time audio manipulation.
  • Understanding of on-device ML optimization, including model quantization, compression, and execution on hardware accelerators like Apple’s Neural Engine.
  • Familiarity with rapid development cycles, including continuous integration, testing, and deployment (CI/CD).
  • Knowledge of performance optimization techniques, including reducing app memory and CPU footprint while maintaining real-time responsiveness.
  • Experience with multithreading and asynchronous code to ensure smooth audio and ML processing.
  • Strong problem-solving and debugging skills, particularly in complex, real-time applications.

Job Type: Full-time

Pay: AED18,000.00 - AED25,000.00 per month

Application Question(s):

  • What do you think are main limitations of running on-device AI models?
  • What do you think is the easiest model to run on-device: ASR, LLM or Image Generation

Application Deadline: 24/10/2024

This job has been sourced from an external job board.

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