Advanced Analytics Analyst

Competitive

Singapore

Description


The Business Excellence team helps & supports the Global Manufacturing team by identifying and leading process improvements projects. As an Advanced Analytics Analyst, you will be asked to propose, create and update innovative solutions to help the various initiatives.


You will need to be proactive, innovative and professional and will be based in Singapore but may liaise with Malaysia / Philippines / UK and overseas office.

 

Market Overview

Our Singapore story began in 2004 and today we have more than 1000 people working here. At the beginning of 2017 we opened our new, state of the art, Singapore Technology Centre in Science Park I, minutes from Singapore’s technology and start-up community. This new Technology Centre houses some of Dyson’s most advanced facilities including Robotics and Sensors laboratories and Smart Home, Connectivity & Mobile Applications laboratories as well as an Advanced Control Tower with the latest technology to develop its analytics-driven activities.

Not too far away is our Advanced Manufacturing Centre, our flagship advanced motor manufacturing facility where we develop our autonomous robotic manufacturing capabilities – more than 300 robots assemble our Dyson Digital Motor (DDM) here. It is here that we develop our next generation of motor technology. 

Function Overview

The Business Intelligence Team is growing and has three focus areas:

  • Data-driven business insights: empower decision makers with data analytics
  • Operation Transformation: Enabling engineers to work more efficiently and improve the quality of our products through best practice use of the Dyson knowledge base and effective tools and techniques
  • Systems Improvement: Getting into the detail of what drives consistency and speed in development through our systems in the most efficient and reliable way

Accountabilities

  • Develop business insights from multiple big data sources
  • Make use of data analytics to answer key business questions by providing both qualitative and quantitative analysis on request
  • Find out hidden problems or new opportunities to apply machine learning/deep learning to achieve business improvements in the supply chain
  • Layout a framework or methodology to apply machine learning/analytics techniques into business operations
  • Work with a data architecture to ensure the accessibility and capability of a central database infrastructure
  • Apply different data mining models on data for analytics
  • Find ways to simplify and make the process of performing data mining faster and more efficient
  • Present technically complex solutions to the business stakeholders in a simple yet interesting way. 
  • Persuade different stakeholders to participate in the analytics projects
  • Work with project managers  to ensure delivering developed insights
  • Communicate in a professional, responsive and helpful way to the internal customers 
  • Provide solution support, advice and guidance to the internal customers

Skills

Qualifications

  • Degree in Business Analytics, Information Systems, Computer Science, Statistics or Mathematics
  • Having more than 3 years of experience of hand-on analytics work
  • Methodology approach to data mining & mindful in statically approach for data mining.
  • Predictive modelling using SAS, R, Rapid Miner, Python
  • Basic knowledge in Programming languages  JAVA , C# , C ,  VB.net , ASPX.Net  , MS Excel/Access based VBA development and other
  • Data mining techniques such as random forest, SVM, Boosting, Sampling , decision tree, regression and Neural Networks

Plus Skills

  • Able to transfer findings to web-based visualizations
  • Proficient with SQL, SQL server
  • Able to interact and retrieve data from Hadoop environments
  • Design, implement and maintain the infrastructure for performing data mining on large data set
  • Excellent Communication skills
  • Knowledgeable in using business intelligence virtualization  tools (Business Objects, Tableau, SAS)

Underlying characteristic/behaviour required

  • Ability to think out of the box
  • Self-motivated, dynamic, results-driven and assertive
  • Good presentation skills at all levels of the organisation
  • Team player, comfortable dealing with all business levels and external suppliers
  • Ethical, personal integrity
  • Quick learner
  • Willing to be flexible in tasks and activities taken on
  • Enjoy challenges and thrives on them
  • Attention to detail without losing bigger picture

Benefits Overview

Dyson Singapore monitors the market to ensure competitive salaries and bonuses. Beyond that, you’ll enjoy a transport allowance and comprehensive medical care and insurance. But financial benefits are just the start of a Dyson career. Professional growth, leadership development and new opportunities abound, driven by regular reviews and dynamic workshops. And with a vibrant culture, the latest devices and a relaxed dress code reflecting our engineering spirit, it’s an exciting team environment geared to fuelling and realising ambition.

Posted: 15-Jan-2018

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