Vertex Venture Management Pte Ltd – Data Science Intern

The Role

The Vertex technology and analytics team develops internal software applications to enhance Venture Capital (VC) investment operations. This is an exciting time in the industry as firms increasingly leverage technology, data science and machine learning to differentiate themselves from competitors. 

Responsibilities:

As a Data Science Intern, you will:

• Assist in the exploration and development of visualizations and machine learning models for categorization of textual content, analysing and predicting the performance of companies, understanding the relationships between corporate entities
• Work closely with upstream and downstream stakeholders such as software developers and business users.
• Be involved in all stages of the data science lifecycle, including requirements gathering, experimentation, algorithm design and implementation, and model deployment.
• Deploy and manage machine learning models on commercial clouds like AWS and GCP using techniques like automation, containers, and infrastructure as code (IaC).

Requirements:

• Bachelor’s or Master’s degree in disciplines related to Software Engineering/Data Engineering/Data Science (e.g. Mathematics, Statistics, Computer Science, or Operations Research) or equivalent qualifications
• General understanding of visualizations, machine learning models and algorithms and their applications in a business context
• Strong interpersonal skills and willingness to give and receive feedback.
• Experience with any of the technologies we are currently using: Python, Django, Flask, Sci-kit Learn, Pytorch, Pandas, FastAPI, PostgreSQL, and anything else you can bring to the table.