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Machine Learning Engineer

4 weeks ago

Singapore IKAS INTERNATIONAL (ASIA) PTE. LTD. Full time
Roles & Responsibilities

We are looking for a Full Stack Developer with strong expertise in Python and experience working with Machine Learning (ML), specifically in Natural Language Processing (NLP).


You will play a key role in developing algorithms to extract insights from unstructured text, documents, websites, and scanned data.


Main Responsibilities:
  • Software Development: Research, design, and develop innovative software solutions tailored to user needs.
  • System Integration: Collaborate with engineering teams to integrate software with hardware systems.
  • Continuous Improvement: Maintain, enhance, and update existing software to meet performance and user requirements.
  • API Development: Develop and manage API interactions for integrating machine learning models.
  • Data Pipelines: Design, build, and maintain robust data processing pipelines to handle large-scale data.
  • Collaboration: Work closely with cross-functional teams and internal stakeholders to ensure project alignment.
  • Testing & Validation: Oversee the development and execution of software testing, ensuring software meets quality standards.
  • Other Duties: Take on additional tasks as needed to support the team.
Required Qualifications:
  • Education: Bachelor’s Degree in one of the following fields:Computer Science
    Information Technology
    Programming & Systems Analysis
    Computer Studies
  • Experience:
    8+ years     of total software development experience, with deep knowledge in:Frontend and backend frameworks and architecture

    5+ years of experience in:Python development, particularly for data pipeline building and machine learning
    NoSQL databases (preferably MongoDB)
    RESTful Web API development (with API management tools like WSO2)
    Strong experience with Git for version control.
    Hands-on experience deploying and debugging Python applications.
    Experience writing and running automated tests (unit and integration).
Technical Skills (Nice to Have):
  • CI/CD Tools: Familiarity with Jenkins or other CI/CD tools.
  • Message Brokers: Experience with RabbitMQ, JMS, and Message Brokers.
  • Additional Technologies:Experience with Redis and Redis Graph
    Working knowledge of Elastic Search (ELK stack)
    Familiarity with Node.js, C#, or Java for development and debugging.
  • Testing Tools: Knowledge of tools like Mocha, Chai, Sinon, Supertest, Selenium, LoadRunner, JSLint, Cucumber, and other testing frameworks.
  • Operating Systems: Experience working with Linux and Windows servers.
  • Frontend Frameworks (Optional): Experience with React or Angular.
Soft Skills:
  • Autonomy & Reliability: Ability to work independently while maintaining effective communication with stakeholders.
  • Strong problem-solving skills, adaptability, and a passion for delivering high-quality software solutions.

"Sanderson-iKas" is the brand name for iKas International (Asia) Pte Ltd, a company incorporated in Singapore under Company UEN No.: 200914065E with EA license number 16S8086.

Website: www.sanderson-ikas.sg


Tell employers what skills you have

Machine Learning
Version Control
MongoDB
Pipelines
Natural Language Processing
System Integration
RabbitMQ
NLP
Python
Angular
Java
C#
Debugging
API
Python Programming
Databases
Linux
Software Development