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Urgent! Jr. ML Engineer Job Opening In Singapore, Singapore – Now Hiring ilmuOne Data

Jr. ML Engineer



Job description

Work Responsibilities:

  • Design, develop, test, deploy, maintain and optimize ML models/infrastructure and software that uses these models.

  • Architect efficient and scalable systems that drive complex applications.

  • Build the libraries and frameworks that support large, complex web applications.

  • Contribute to engineering efforts from planning and organization to execution and delivery to solve complex, real world engineering problems.

  • Identify and resolve performance and scalability issues.

  • Participate in cutting edge research in artificial intelligence and machine learning applications.
    Manage individual project priorities, deadlines and deliverables.

Qualifications and Requirements:

Minimum Requirements:

  • Bachelor's degree in Computer Science, Data Science, Machine Learning or equivalent work experience.

  • 1-3 years of relevant work experience in machine learning software development and architectures for machine learning (with focus on deep learning, computer vision, LLMs, GNN, RL.

  • 1-3 years of experience using Python and popular libraries such as Scikit-learn, TensorFlow, or PyTorch.

  • Experience designing and implementing distributed software systems (e.g Java, C++, or Python).

  • Experience improving quality through thoughtful code reviews, appropriate testing, proper rollout, monitoring, and proactive changes.

  • Experience with deployment on cloud platforms: AWS, Azure, GCP.

  • Experience with developing machine learning models at scale from inception to business impact.

  • Excellent communication skills and the ability to work in a team-oriented environment.

  • Experience building maintainable and testable code bases, including API design and unit testing techniques.

Recommended Requirements:

  • Master's degree or PhD in Computer Science, Artificial Intelligence, Machine Learning or related technical field.

  • 2 years of relevant work experience in machine learning software development and architectures for machine learning (with focus on deep learning, computer vision, LLMs, GNN, RL.

  • Experience with one or more of the following areas: Server Backend Distributed and Parallel Systems, Full Stack
  • Development (front end and backend), Scalable Enterprise Platforms and Applications, Application Security and Incident Management, Machine Learning, Information Retrieval or Natural language processing.

  • Experience in building, deploying, and improving Machine Learning models and algorithms in real-world products.

  • Experience building and shipping high quality work and achieving high reliability.

  • Eagerness to learn and adapt to new technologies and methodologies.

  • Strong attention to detail and ability to work independently with minimal supervision.

Character:

  • Commits to personal learning and growth.

  • Self-Motivated to learn and master new technologies and techniques.

  • Problem-solving skills, structured thinking and scientific approach required.

  • Ability to work with minimal supervision and keep supervisors informed.

  • Ability to work well in a team environment.

  • Ability to communicate in clear and concise terms.

  • Willing to learn new skills and able to do so independently.

  • Ability to take initiative.


Required Skill Profession

Other General



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