Responsibilities

• Data crawling
• Perform exploratory data analysis and data visualization
• Feature engineering
• Model construction
• Model deployment on cloud
• Optimize product performance
• Optimize model training
• Design and build reusable code
• Clear technical documentation
• Follow Agile methodology

Requirements

• Experience in programming, machine learning, AI, databases
• Experience in data governance / data risk related work
• Previous experience with data governance or data risk, auditing, information security, data protection, data management or relevant areas
• Excellent communication and organizational skills
• Good knowledge of data lake and data warehousing principles and modeling
• Experience with analytics, batch and real-time processing
• Experience with cloud platforms, eg AWS
• Experience working with both technical and non-technical teams for data
• Practical experience working in an agile delivery environment
• Programming and SQL skills are pluses
• Degree or above in Computer Science, Computer Engineering, Electrical Engineering, Mathematics, Physics or relevant majors

Technical skills

• Python, JavaScript
• TensorFlow, PyTorch, Keras
• Seaborn, Plotly, D3, ggplot, Matplotlib, Tableau
• MongoDB, SQL database, Hadoop / Apache Spark platforms, Amazon S3, Flash, Spark

Details

• Work from home
• Attractive renumeration package
• Application deadline until roles filled