Digital Place Ventures Pte Ltd – R&D Intern (IO Project)

Company
Digital Place Ventures Pte Ltd
digiplacelab.com
Designation
R&D Intern (IO Project)
Date Listed
10 Jul 2024
Job Type
Entry Level / Junior Executive
Intern/TS
Job Period
From Sep 2024, For At Least 3 Months
Profession
IT / Information Technology
Industry
Computer and IT
Location Name
Thomson Road, United Square Office, Singapore
Address
101 Thomson Rd, Singapore 307591
Map
Allowance / Remuneration
$1,000 - 1,200 monthly
Company Profile

IT Consultancy and software development company.

SME company located within the Central Region of Singapore.

Company offers a comprehensive range of tech-based solutions for business-related problems, digital infrastructure, or upgrade data management capabilities. 

Job Description

The team will be working on a machine learning project in the retail domain with focus on time series analysis / forecasting. Under guidance of full-time staff members, the intern will focus on:

1. Helping with machine learning model development. For example, identifying ways to improve the model design given business and operating requirements, running experiments to evaluate performance of model variants, and investigating circumstances in which a model performs poorly.

2. Helping to improve the overall software engineering process, for example, by automating certain tasks.

Required skills:

  • Python, including data processing libraries such as pandas.
  • Basic database concepts, such as joins, keys, index. Working knowledge of SQL
  • Working knowledge of software engineering including algorithm complexity, usage of version control, and usage of issue tracking systems such as Jira.
  • Working knowledge of time series analysis / forecasting including evaluation metrics, common algorithms, and trade-offs / pitfalls.
  • Preferably some experience writing code that uses cloud services (GCP, AWS, or others)
  • Preferably some understanding of Linux (from a user perspective).
  • Ability to communicate in a polite and professional manner.
  • Engineering mindset -- we want team member who:
  • Works systematically and carefully to avoid causing problems down the road.
  • Can seek and verify information independently.
Application Instructions
Please apply for this position by submitting your text CV using InternSG.
Kindly note that only shortlisted candidates will be notified.

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