Vibotek LLC
Overview
Job Title: Android AI/ML Engineer - Infrastructure (AI ML Ops Engineer III)
Company: Vibotek LLC
Job Category: Technical
Position Summary: We seek an experienced Android AI/ML Engineer to design and deploy on-device machine learning systems for mobile devices. This role focuses on creating efficient, adaptive, and privacy-preserving ML systems that perform in real-time within mobile constraints.
Responsibilities
- Develop, optimize, and deploy on-device ML models for Android with minimal latency and resource consumption.
- Build ML pipelines using Android-native frameworks (TensorFlow Lite, ML Kit, MediaPipe, PyTorch Mobile).
- Implement real-time pattern recognition and signal aggregation to drive in-app responses.
- Design systems for telemetry, secure logging, and privacy-first feedback collection.
- Apply model optimization techniques (e.g., quantization, pruning) to meet mobile performance constraints.
- Enable local, privacy-preserving learning and model updates on-device.
- Integrate solutions with Android's security model, ensuring safe deployment at scale.
Required Skills
- Strong experience in Android development (Kotlin/Java) and system architecture.
- Expertise in on-device ML frameworks like TensorFlow Lite, ML Kit, MediaPipe, PyTorch Mobile.
- Solid understanding of machine learning, signal processing (time-series modeling, classification, event detection).
- Knowledge of Android security practices (permissions, encryption, sandboxing).
- Experience with telemetry systems and performance monitoring.
Preferred Qualifications
- Experience in user personalization, privacy, or security domains.
- Knowledge of on-device learning, federated learning, or local model fine-tuning.
- Experience with backend infrastructure for model management.
- Familiarity with ARM architectures and model optimization.
Education/Experience
- 5-7 years of experience with a Master's degree or 3+ years with a PhD.
Job Details
- Seniority level: Mid-Senior level
- Employment type: Full-time
- Job function: Engineering and Information Technology
- Industries: IT Services and IT Consulting