Go2JOY VN ★ 2.4

[Middle - Senior] Machine Learning
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We are seeking an experienced Machine Learning Engineer with advanced technical skills to join our team at Go2Joy Vietnam. The role involves building and maintaining our product recommender systems with a focus on MLOps and optimizing machine learning algorithms.
Your role & responsibilities:
Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
Working with Data Engineering to build and deploy machine learning models to production.
Develop and maintain data pipelines, building framework for monitoring machine learning systems.
Continuously improve the performance and scalability of machine learning models.
Analyze and evaluate the performance of the recommendation systems and identify opportunities for improvement.
Stay up-to-date with the latest machine learning research and technology trends.
Your skills & qualifications:
Education/Qualification/ Experience:
Bachelors or greater degree in Computer Science, Math, Computer Engineering or related technical discipline.
3+ years of experience in building and deploying machine learning models.
Experience with data processing and visualization with Pyspark, Pandas.
Experience with working on production AI systems.
Experience with noSQL and SQL databases.
Strong problem-solving skills, with the ability to identify and resolve technical issues in a timely manner.
Good understanding of software engineering and DevOps skills (Docker, Git, CI/CD, etc..).
Excellent communication and collaboration skills.
COMPETENCY REQUIREMENTS:
At least 2 years of experience with Python.
At least 1 year of experience with one of the frameworks such as Airflow or Tensorflow.
Strong experience in Python programming language and Big data frameworks such as Pyspark.