Data Engineer à Malaisie

Executive recruitment company Monroe Consulting Group's Technology Division is partnered with a tech organisation that provides data science solutions to their clients. Our client is seeking a skilled and motivated Machine Learning Engineer to join thier team. The successful candidate will have a robust background in machine learning, software engineering, and MLOps practices, with a proven track record in designing, deploying, and optimizing machine learning models in production environments.

Job Responsibilities:

• Design, build, and deploy machine learning models for various business applications, ensuring scalability and efficiency in production environments
• Collaborate closely with data scientists, data engineers, and cross-functional teams to understand business needs, gather data, and translate requirements into machine learning solutions
• Develop and maintain robust pipelines for data processing, model training, and deployment, utilizing workflow tools such as Apache Airflow
• Implement and optimize MLOps practices for streamlined deployment, monitoring, and retraining of models
• Experiment with new algorithms and methodologies, applying best practices to improve model accuracy, efficiency, and reliability.
• Stay current on industry trends, tools, and techniques in machine learning and MLOps.
• Present technical results and recommendations clearly to stakeholders, translating complex findings into actionable insights

Job Requirements:

• Bachelor's or advanced degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field
• Strong programming skills, with experience in Python and machine learning libraries/frameworks such as scikit-learn, TensorFlow, or PyTorch
• Proficiency in MLOps practices, including model deployment, versioning, monitoring, and CI/CD pipelines
• Experience deploying models on premise & cloud environments
• Strong understanding of data processing frameworks (e.g., Spark, Hadoop) and experience handling large datasets
• Excellent problem-solving skills and ability to work both independently and within a team
• Strong communication skills, with experience presenting technical results to non-technical stakeholders