Algorithm Engineer - OpenData APAC
Veeva Systems
about 1 month ago
Taipei, Taiwan
Mid Level / Senior
H1B Sponsor
Responsibilities
- Build scalable NLP and ML models within a cross-functional data team.
- Work on live production pipelines, focusing on practical applications.
- Define approaches to solve problems using machine learning.
- Test, validate, deploy, and monitor solutions for impact.
- Optimize models for production throughput and uptime requirements.
- Automate deployments, testing, and monitoring using MLOps practices.
Requirements
- 2+ years of hands-on experience in a Machine Learning Engineer or similar role.
- Expert-level proficiency in Python and building production-ready ML code.
- Solid foundation in machine learning concepts, including model training and optimization.
- Practical experience with deep learning frameworks like PyTorch or TensorFlow.
- Familiarity with MLOps practices and platforms such as MLflow or AWS SageMaker.
- Strong problem-solving skills and ability to work independently and collaboratively.
- Excellent communication skills to explain technical concepts.
Benefits
- Flexible work arrangements, allowing you to work from home or in the office.
Tech Stack
AWSAzureGoogle Cloud PlatformMLflowPythonPyTorchTensorFlow
Categories
AI & MLData ScienceDevOps