Machine Learning Engineer
at Carsome
2 - 5 yrs
₹20L - ₹30L / yr
Remote, Kuala Lumpur
Skills
Python
Amazon Web Services (AWS)
Django
FlaskTensorFlow
Big Data
athena
Carsome is a growing startup that is utilising data to improve the experience of second hand car shoppers. This involves developing, deploying & maintaining machine learning models that are used to improve our customers' experience. We are looking for candidates who are aware of the machine learning project lifecycle and can help managing ML deployments.
Responsibilities: - Write and maintain production level code in Python for deploying machine learning models - Create and maintain deployment pipelines through CI/CD tools (preferribly GitLab CI) - Implement alerts and monitoring for prediction accuracy and data drift detection - Implement automated pipelines for training and replacing models - Work closely with with the data science team to deploy new models to production Required Qualifications: - Degree in Computer Science, Data Science, IT or a related discipline. - 2+ years of experience in software engineering or data engineering. - Programming experience in Python - Experience in data profiling, ETL development, testing and implementation - Experience in deploying machine learning models
Good to have: - Experience in AWS resources for ML and data engineering (SageMaker, Glue, Athena, Redshift, S3) - Experience in deploying TensorFlow models - Experience in deploying and managing ML Flow
Responsibilities: - Write and maintain production level code in Python for deploying machine learning models - Create and maintain deployment pipelines through CI/CD tools (preferribly GitLab CI) - Implement alerts and monitoring for prediction accuracy and data drift detection - Implement automated pipelines for training and replacing models - Work closely with with the data science team to deploy new models to production Required Qualifications: - Degree in Computer Science, Data Science, IT or a related discipline. - 2+ years of experience in software engineering or data engineering. - Programming experience in Python - Experience in data profiling, ETL development, testing and implementation - Experience in deploying machine learning models
Good to have: - Experience in AWS resources for ML and data engineering (SageMaker, Glue, Athena, Redshift, S3) - Experience in deploying TensorFlow models - Experience in deploying and managing ML Flow
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About Carsome
Founded :
2015
Type :
Product
Size :
1000-5000
Stage :
Raised funding
About
Carsome is Southeast Asia’s largest integrated car e-commerce platform. With presence across Malaysia, Indonesia, Thailand and Singapore, it aims to digitalize the region’s used car industry by reshaping and elevating the car buying and selling experiences with complete peace-of-mind.
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If interested, fill the Google form:
Senior Actuarial Analyst: https://goo.gl/forms/KhYceOf1kFp1tRsE2
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