Data Scientist Intern - Singapore - Univers

Description

Data Scientist Intern

Overview:

We are looking for Data Scientist interns 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 should be adept of using a variety of ML/AI models, from traditional statistical learning models to deep-learning models, to address various data-driven requirements. They should have the experiences in data exploration, model design, implementation, and tuning and delivery modeling results to stakeholders. They must be comfortable working with a wide range of stakeholders and functional teams. Last but not least, the passion for data science is strongly preferred especially for those who are interested in applying the cutting-edge AI/ML technologies to improve daily productivity.

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 & Experience:

• Excellent understanding of general machine learning techniques and popular models (linear regression, SVM, XGBoost/LightGBM, etc.), and basic deep-learning models.
• Experience with development tools like Python, NumPy/Pandas, Scikit-learn and one deep-learning framework (Tensorflow / Keras / PyTorch).
• Experience with data exploration tool and data visualization tool, such as matplotlib, Echarts, etc.
• Better with experience with SQL/NoSQL databases.