Ai/ml Software Engineer

1 week ago

Singapore DELL GLOBAL B.V. (SINGAPORE BRANCH) Full time

**You will**:

- Design and develop Machine Learning/Deep Learning models for various businesses, products, and services in several fields such as Computer Vision, Natural Language Processing, Voice recognition, and embedded AI.
- Work closely with the product owners to understand problems and participate in designing the data-driven analytics solutions and implementing them to ensure the best performance.
- Develop proof of concept and deliver presentations of results, promote findings and drive discussions for recommendations with senior management and internal/external business stakeholders.

**Essential Requirements**
- Bachelor's degree in IT, Computer Science, or related fields
- At least 3 years of hands-on experience using popular frameworks such as Pytorch and TensorFlow
- Good data structure and strong coding skills. Familiar with at least one of the programming languages: C++, C#, Java, or Python.
- Demonstrated experience with Agile development methodologies.
- Willingness to learn and challenge yourself with new domains
- Solid communication and problem-solving skills
- Experience in working in a highly collaborative environment with a heavy emphasis on teamwork

**Desirable Requirements**
- Hands-on experience with every stage of the ML lifecycle including Problem Definition, Data Engineering, Model development, and Deployment
- Familiar with the challenges of an ML system such as data versioning, model versioning, highly available and scalable deployment, system monitoring and maintenance
- Experience with ML tools/libraries such as DVC, WanDB, MLflow, Neptune, Kubernetes, Jenkins or equivalent ones
- Hands-on experience with cloud services such as AWS, GCP, Azure
- Good understanding of software architecture

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