ASUS AICS - Machine Learning Engineer

ASUS Global Pte Ltd; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading technology company in Singapore is seeking experienced professionals to develop machine learning models, focusing on Natural Language Processing and Computer Vision. Collaborating with an entrepreneurial team, you will research ML algorithms and integrate them into production. Candidates should have at least 3 years of relevant experience and a degree in computer science or related field. This role is perfect for those passionate about optimizing data solutions and pushing boundaries in technology.

Qualifications

• Bachelor’s degree or above in computer science or related field with relevant experience.
• 3+ years of experience with developing machine learning models at scale.
• Proven experience in NLP or CV projects, like multi-label classification and text summarization.
• Proven experience in LLM/VLM project, hands-on experience with pretrain and instruction finetune.
• Strong programming in Python.

Responsibilities

• Research and implement appropriate ML algorithms and tools to optimize performance.
• Explore cutting-edge GenAI technology for SOTA methodologies.
• Collaborate with a team to integrate ML models into production.

Skills

Machine Learning

Natural Language Processing (NLP)

Computer Vision (CV)

Python

TensorFlow

PyTorch

Education

Bachelor’s degree in computer science or related field

Tools

ML frameworks and libraries

Job description

About ASUS

AICS is part of ASUS, a multinational company known for the world’s best motherboards, PCs, monitors, graphics cards and routers. Along with an expanding range of superior gaming, content-creation and AIoT solutions, ASUS leads the industry through cutting‑edge design and innovations made to create the most ubiquitous, intelligent, heartfelt and joyful smart life for everyone. With a global workforce that includes more than 5,000 R&D professionals, ASUS is driven to become the world’s most admired innovative leading technology enterprise.

About AICS

The mission of ASUS Intelligent Cloud Services (AICS) is to build revolutionary healthcare solutions with natural language processing, computer vision, and big data analytics. We provide Software as a Service (SaaS) applications to accelerate the effective use of medical data and improve the efficiency of hospital operations, unleashing the power of data for precision healthcare and bringing transformative impact to the industry.

Job Responsibilities

• Research and implement appropriate ML algorithms and tools with a focus on optimizing performance and efficiency in maintenance.
• Explore cutting-edge GenAI technology to integrate SOTA methodologies into our practice.
• Work closely with an entrepreneurial team of experienced researchers and software engineers to successfully integrate ML models to production and continue to grow our business.

Requirements

• Bachelor’s degree or above in computer science or related field with relevant experience
• 3+ years of experience with developing machine learning models at scale
• Proven experience in NLP or CV projects, like multi-label classification, text summarization, motion detection and object recognition
• Proven experience in LLM/VLM project, hands‑on experience with pretrain and instruction finetune.
• Strong programming in Python, experience with ML frameworks and libraries such as TensorFlow, PyTorch and Transformers.