Software Developer (Machine Learning)

KAITO PTE. LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

A technology company in Singapore is seeking a skilled professional to design and implement machine learning models and develop data processing pipelines. The ideal candidate will have strong programming skills in Python, Java, and JavaScript, along with experience in machine learning frameworks such as PyTorch. Fresh graduates are encouraged to apply.

Qualifications

• Bachelor's or Master's degree in Computer Science, Software Engineering, or related fields.
• Strong programming skills in Python, Java, and JavaScript.
• Experience with machine learning frameworks such as PyTorch and scikit-learn.
• Knowledge of LLMs and natural language processing techniques.
• Fresh graduates are welcome to apply.

Responsibilities

• Design, develop and implement machine learning models and algorithms.
• Build and optimize data processing pipelines for structured and unstructured data.
• Develop and maintain scalable software systems for data analysis.
• Implement end-to-end machine learning solutions.
• Collaborate with cross-functional teams to integrate ML capabilities.

Skills

Python programming

Java programming

JavaScript programming

Machine learning frameworks

Data analysis

Natural language processing

Full-stack development

Education

Bachelor's or Master's degree in Computer Science

Tools

PyTorch

scikit-learn

Vue.js

Sveltekit

Job description

Job Responsibilities:

• Design, develop and implement machine learning models and algorithms to solve complex business problems
• Build and optimize data processing pipelines for structured and unstructured data using large language models (LLMs)
• Develop and maintain scalable software systems for data analysis and visualization
• Implement end-to-end machine learning solutions from data preprocessing to model deployment
• Collaborate with cross-functional teams to integrate machine learning capabilities into production systems
• Conduct research and experimentation to improve model performance and system efficiency
• Create and maintain technical documentation for developed systems and models

Requirements:

• Bachelor's or Master's degree in Computer Science, Software Engineering, or related fields
• Strong programming skills in Python, Java, and JavaScript
• Experience with machine learning frameworks such as PyTorch and scikit-learn
• Knowledge of large language models (LLMs) and natural language processing techniques
• Familiarity with full-stack development using Vue.js, Sveltekit or similar frameworks
• Experience in data mining, data analysis, and visualization projects
• Understanding of software development principles and system design
• Fresh graduates are welcome to apply