Job 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 medium-sized 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.

For more information, please visit www.beyondsoft.com.
DESIGNATION : Data Scientist

RESPONSIBILITIES

• Layer and aggregate information from unstructured open data sources to provide multiple angles for evidencing, describing and benchmarking change.
• Running end-to-end analysis, guiding the process from data gathering and cleaning through to processing, modelling and visualisation.
• Driving innovation workstream: identifying, prioritising focus areas and being able to both lead and execute the development of new tools and methodologies within the team.
• Identify and propose valuable data sources and automate collection processes
• Selecting features, building and optimizing classifiers using machine learning techniques
• Present information using data visualization techniques
• Propose solutions and strategies to business challenges
• Collaborate with engineering and product development teams

QUALIFICATIONS

• 3 years of experience with data science / machine learning projects
• Familiar at feature engineering, data wrangling and decision engineering process
• Good understanding of SQL and Python is a must
• Familiar with clustering models, forecasting models (regression, time series – ARIMA, etc), classification models, propensity model and recommender engines
• Familiar with python libraries like scikitlearn, keras, tensorflow, scipy, numpy, pandas
• Experienced with Spark MLlib
• Experienced with Azure ML, AWS SageMaker or AutoML will be added advantage.