Data Science Intern

Key Skills

Agile methodologies, CNNs, Containerization, Continuous Integration & Continuous Delivery - CI/CD, Data science techniques, Effective communication skills, Keras software library, Python Programming, PyTorch, RESTful, SQL, TensorFlow, TensorRT, Time series

Job Description

About our group:

The Data Science Group works to help our internal customers turn the data they have into the information they need to develop and deliver industry-leading storage solutions.

About the role - you will:

• Deliver advanced analytics solutions in the areas of deep learning and machine learning.
• Apply Deep Learning, Time Series Analysis, Natural Language Processing (NLP), Extreme Gradient Boost (XGBoost), Autoencoder, Keras and Tensorflow to provide predictive analytics solutions and extract actionable insights
• Develop Deep Learning models to solve business problems
• Leverage and/or develop innovative data mining and machine learning methods to solve novel and diverse business problems
• Quantify the effectiveness and value of innovations with subject matter experts

About you:

• Data science/Machine Learning evangelist and an assessor in promoting new ways of diving into complex issues while assessing current practices and identifying areas where training or knowledge would help
• Strong interpersonal and communication skills (written and verbal)
• Self-starter with the ability to drive initiatives
• Fast and independent learner
• Good team player with a collaborative attitude and a global mindset to work well with native and non-native English speakers

Your experience includes:

• Experience in Python (and basic ML libraries), and SQL
• Proficient in Git version control and experience working in an agile environment
• Solid technical knowledge and hands-on skills in machine learning engineering, deep learning, statistical algorithms, data mining, and data structures
• Hands-on experience in solving analytics problems related to complex time-series data and/or text data
• Experience in delivering analytics solutions using TensorRT, Keras, Tensorflow, PyTorch, and CNN
• Understanding of containerization, CI/CD, RESTful web services, web applications, and dashboard development
• Ability to participate in conference calls outside of regular local work hours

Location: Shugart, Singapore
Travel: None