The Opportunity
- Opportunity to work with MNC Client
- 5 days' work week, Office Hours
- Working location: Singapore
Role
We are looking for edge AI and IoT engineers to develop and maintain cutting-edge machine learning software on Android devices (e.g., AI camera). The ideal candidate will have extensive experience in implementing machine learning algorithms and models on Android platforms. If you believe you have what it takes, then we’d love to hear from you. This role is crucial as it involves creating the core components of our machine learning-enabled smart devices and applications. In return, you will have the opportunity to build advanced and complex edge AI systems as a core contributor.
The Day-to-Day Activities
Implement and maintain machine learning algorithms and edge AI models provided by the data scientist team on Android based IoT devices.
Integrate machine learning models and optimize performance on Android platforms.
Work on video and audio processing using machine learning techniques on Android devices.
Develop sensor data processing algorithms for the applications on Android platforms.
Provide technical support for product and operations teams.
Write related technical documentation and contribute to patent applications.
Requirement
Bachelor’s degree in Computer Science, Electronic Engineering, or related fields, with 3+ years of experience in Android development and machine learning (framework layer & system services related).
Proven track record of developing machine learning models and algorithms on Android platforms for successful commercial products or projects.
Proficient in Java, Kotlin, or C/C++ languages, with good programming habits and large-scale software development experience.
Familiar with Android kernel, including interrupt processing, memory management, process scheduling, device drivers, etc.
Experience with Android system issue analysis and solving, including deadlock, crash, performance optimization, and low power optimization.
Proficient in machine learning frameworks such as TensorFlow Lite, PyTorch Mobile, or similar.
Experience in optimizing machine learning models for mobile devices.
Excellent problem analysis and solving capabilities, communication skills, and teamwork.
Preferred Qualifications
Experience in audio or video processing on Android systems.
Experience with open source large language model (LLM) inference on devices.
Familiarity with computer vision models or voice recognition models.
Familiarity with machine learning model training, model distillation, model conversion for edge AI.
Next Step
Prepare your updated resume and expected package.
Simply click on 'Apply here' or email to [email protected] to drop your resume
All shortlisted candidates will be contacted.
Prasant Sirohi
EA Licence Number: 91C2918
Registration Number: R22106307
Key Skills
Ranked by relevance
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- Posted
- Dec 21, 2024
- Type
- Full-time
- Level
- Mid-Senior
- Location
- Singapore
- Company
- Adecco
Industries
Categories
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