Data Scientist - Singapore - Beyondsoft International (Singapore) Pte Ltd

Beyondsoft International (Singapore) Pte Ltd

Verified Company

Singapore

1 week ago

Posted by:

Wei Jie

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Description

COMPANY DESCRIPTION
Beyondsoft International (Singapore) Pte. Ltd.

was set up in 2007 and established as the regional headquarters for the Southeast Asia (SEA) and European markets in September 2015.

Based on our vision of "Using technology to promote social progress, economic development and become a global customer preferred partner" and our concept of "Beyond your expectations", Beyondsoft is committed to provide our customers in countries along the "Belt and Road" with comprehensive solutions and products and creating commercial value for customers to realizing continuous businesses development.

Our core business includes:

IT development servicesProviding customers with IT consulting, software research and development, software and hardware testing, system integration and operation and maintenance, data analysis and other services;
New retail solutions and productsThrough intelligent products, helping small and mediumsized enterprises (SMEs) realize the digital transformation of their daily operations;
Internet of Things (IoT) platform and solutionsComprehensive use of IoT, artificial intelligence, big data, cloud computing and other technologies to provide IoT solutions for intelligent upgrades in cities, parks, buildings and industries, to create a smart future.

DESIGNATION :
Data Scientist - Visualization

RESPONSIBILITIES

Perform data preparation tasks, including data cleaning, feature engineering, and data transformation, to ensure highquality data for machine learning models.
Design and implement data labelling systems for tagging textual and image data to create labelled datasets for supervised machine learning.
Utilize modern machinelearning frameworks, including TensorFlow, scikitlearn, NumPy, pandas, and ML.NET, to develop and implement machine learning models.
Manipulate documents based on data using JavaScript libraries, such as and Google charts, for data visualization and analysis.
Train machine learning models using large datasets greater than 1 TB, ensuring scalability and efficiency.
Train deep neural networks on GPU clusters for computationally intensive tasks, such as image recognition and natural language processing.

QUALIFICATIONS

Bachelor's or master's degree in Computer Science, Statistics, or a related field
Strong programming skills in Python and/or R.
Strong knowledge of natural language processing techniques, including text preprocessing, text mining, and text classification.
Strong experience with JavaScript libraries, such as and Google charts, for data visualization and analysis.
Experience with finetuning large language model such as GPT
Experience with modern machinelearning frameworks, such as TensorFlow, scikitlearn, NumPy, pandas, and ML.NET.
Experience with training models using large datasets greater than 1 TB.
Experience with training deep neural networks on GPUs.
Experience with computer vision techniques, such as object detection, image segmentation, and image recognition