R&D Intern (IO Project) - #1209864

Company

Digital Place Ventures Pte Ltd

digiplacelab.com

Designation

R&D Intern (IO Project)

Date Listed

07 May 2024

Job Type

Entry Level / Junior Executive

Intern/TS

Job Period

From Sep 2024, For At Least 3 Months

Profession

Industry

Location Name

Thomson Road, United Square Shopping Mall, 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.