Data Analytics Intern - Singapore - Vertex Venture Management Pte Ltd

Description

Position Summary:

The Vertex technology team develops internal propriety tool 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:

• Be involved in all stages of the data science lifecycle, including requirements gathering, experimentation and prototyping, algorithm design and implementation, and model deployment.
• Stay abreast of latest advancements in Generative AI research and technology and integrate Generative AI techniques into the data science workflow to drive business objectives.
• Research industry best practices and come up with practical solutions to help develop and/or improve current workflow.
• Work closely with upstream and downstream stakeholders such as software developers and business users.
• 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 Generative AI, 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, LangChain, OpenAI, Django, FastAPI, PostgreSQL, GCP and anything else you can bring to the table.