Envision Digital International Pte Ltd – Data Scientist Intern

Job Overview

We are looking for a Data Scientist Intern who will work with the team to develop algorithms package to deliver data-analytical services and products for our clients on top of EnOS platform. The ideal candidate is adept at using a variety of ML/AI models, from traditional statistical learning models to deep-learning models, to address various data-driven requirements. They must have enough experiences in data exploration, building/implementing models and delivering modeling results to stakeholders. They need to demonstrate their data-based insights. They must be comfortable working with a wide range of stakeholders and functional teams. The ideal candidate would have passion for investigating solutions and working with stakeholders to improve algorithms results.

Major Responsibilities

• Work with team and stakeholders to implement data-analytical packages for clients in multiple domains;
• Perform data exploration in depth and design/implement novel algorithms to address data analytical challenges;
• Work closely with other platform teams to deliver integrated products or solutions

Qualifications

• Major in Computer Science, Computer Engineering and other relevant programmes preferred
• Excellent understanding of general machine learning techniques and popular models (linear regression, SVM, GBDT/XGBoost/LightGBM, etc.), and basic deep-learning models (CNN, RNN/LSTM, ResNet, etc.)
• Excellence and experience with development tools like Python, NumPy/Pandas, Scikit-learn, deep-learning framework (Tensorflow, Keras, PyTorch, etc.)
• Experience with data exploration tool and data visualization tools, such as matplotlib, D3.js, Echarts, etc.
• Experience with SQL/NoSQL databases
• Strong problem solving skills with an emphasis on R&D
• Excellent written and verbal communication skills for coordinating across teams.