Senior Machine Learning Engineer

About the job Senior Machine Learning Engineer

Talent Insider is an upcoming HR Consultancy Service, founded in 2021. Our clients have been some of the leading brands in Indonesia, and this service continues to expand.

Registered in Singapore & Indonesia, we can assist with your growth plans and strategies, and continue to expand our regional presence with strong regional partners to assist our client in recruitment and branding strategy.

Job Description

1. Analyzing the errors of the model and designing strategies to overcome them.
2. Deploying models to production automation tools to enable machine learning.
3. Understanding and using computer science fundamentals, including data structures, algorithms, computability and complexity, and computer architecture.
4. Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
5. Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
6. Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world.
7. Verifying data quality and/or ensuring it via data cleaning.
8. Defining the preprocessing or feature engineering to be done on a given dataset.
9. Defining data augmentation pipelines, training models, and tuning their hyperparameters.

Requirements

1. Experience in building, creating, and/or designing a forecasting or predictive model that will help the business make accurate and smart business predictions/decisions.
2. Excellent written and verbal communication skills and ability to explain complex processes to people who aren't programming experts.
3. Proven working experience with 3D Geometrical Shapes and STL Files.
4. Proven working experience in Computer Vision.