職位描述
The Senior Developer of BI Team shall lead and provide innovative solutions to address business needs using machine learning and data mining techniques. This role will drive advanced analytics and business modelling by utilizing state-of-art technologies and ensure the successful application of the solutions and techniques. The candidate shall offer new and non-traditional angles on how to look at the business, identify risks and outliers, and search for opportunities from a data perspective. The main responsibilities of this position are as follows:
?Collaborate with business teams to understand the requests use advanced techniques to solve real world problems
?Build advanced machine learning (ML) models to help business identify issues, categorize transs, and bring the next level of automation to the daily operations
?Train and fine tune the ML models to steadily improve the performance and accuracy
?Build data mining models for various data analysis purposes
?Apply data mining techniques on our data warehouse to spot issues and seek opportunities
?Develop, implement and document the solutions and models
?Present and explain to non-technical stakeholders how and why the model works
?Constant learning of state-of-art AI and data mining industry progress and developments and applying these new progresses to improve our solutions
?Provide ad-hoc analysis using a data mindset
Profile and Requirements of the Candidate
?Master or above degree in computer science with research direction of machine learning, data mining, natural language processing, or other related fields
?1 – 2 years of working experience in relevant areas are preferred
?Solid in machine learning and data mining
?Sound mathematics skills and knowledge
?Proficiency in programming languages (Python preferred)
?Practical experience in machine learning libraries (e.g. TensorFlow etc.)
?Practical experience in data mining tools and libraries
?Familiar with big data work like Hadoop
企業(yè)介紹
About Thermo Fisher Scientific
Thermo Fisher Scientific Inc. (NYSE: TMO) is the world leader in serving science, with revenues of more than $20 billion and approximately 65,000 employees globally. Our mission is to enable our customers to make the world healthier, cleaner and safer. We help our customers accelerate life sciences research, solve complex analytical challenges, improve patient diagnostics, deliver medicines to market and increase laboratory productivity. Through our premier brands – Thermo Scientific, Applied Biosystems, Invitrogen, Fisher Scientific and Unity Lab Services – we offer an unmatched combination of innovative technologies, purchasing convenience and comprehensive services. For more information, please visit www.thermofisher.com.