Jr. Ml Engineer

18 hours ago


Orchard, Singapore IlmuOne Data Full time

**Work Responsibilities**:

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

**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 mínimal 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 mínimal 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.


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