Machine Learning Engineer - Singapore - KULICKE & SOFFA PTE. LTD.

KULICKE & SOFFA PTE. LTD.

Verified Company

Singapore

1 week ago

Posted by:

Wei Jie

beBee Recruiter

**Key Responsibilities

Design and develop Machine Learning / Deep Learning Models
Research and implement appropriate ML algorithms and tools
Explore data, conduct analysis to extract useful insights for business
Select appropriate datasets, data representation methods. Run machine learning tests and experiments to test different solutions and measure model performance
Perform statistical analysis and finetuning of models using test results. Train and retrain systems when necessary
Study and transform data science prototypes
Design and implement robust data pipelines
Explore and propose model deployment schemes considering security and ease of consumption
Create/Maintain CI/CD pipelines of Machine Learning solutions in the cloud

**Requirements

Proven experience as a ML Engineer or similar role in building and executing endtoend ML systems automating training, testing and deploying ML models
Expertise in ML frameworks and libraries not limited to Pandas, Scikitlearn, NumPy, Matplotlib, Seaborn
Experience with Azure or other cloudbased big data and machine learning services is a plus
Solid software engineering and coding skills.
Proficiency in SQL, Python
Strong analytical and problemsolving skills
Selfmotivated, Independent, willingness to learn & keep abreast of latest developments in the field
A Recognized Degree in Computer Science / Information Technology or its equivalent
Ability to multitask in a dynamic work environment
Positive attitude, enthusiastic, sensitive to team dynamics & cultures
Strong written and verbal communication as well as interpersonal skills
A Good team player