TMB Bank Public Company Limited

Job ID: BK-130773 | Location: Bangkok, Thailand
04 September 2019 Print Report Share

TMB Bank Public Company Limited

Job ID: BK-130773 | Location: Jatuchak, Bangkok, Thailand

Data Scientist, Modelling Expert

TMB is looking for a Data Scientist, Modelling Expert

 TMB Bank Public Company Limited

 

Passionate about your field of work: Data Science and Modelling? Following key developments in the Data Science area? Experimenting with new algorithms, packages and tools? Make the Difference! 

Is that you? Please read further:

  • Your willingness to learn not only shows in the technical area, but also how you develop your interpersonal skills. As a creative and curious Data Scientist and Modelling Expert, you’re looking forward to solve a wide variety of real-world business problems. From your thorough understanding of the latest algorithms and tooling, you’re able to see how TMB can Make THE Difference by using Big Data. You have the programming skills to realize your ideas.
  • You are experienced in the approach to transform data to added value for customers. You’re always thinking one step ahead, minding the best way of implementation. You are able to look at things from many different perspectives and are entrepreneurial to make original solutions work in real-life.  Next to creative, you are also persistent. If the problem is hard to crack or a technical solution hard to get to work, you keep trying different approaches until it does work.
  •  You have solid communication skills that enable you to work together with many different parties throughout our organization. Your enthusiasm and passion is contagious, mobilizing people to capture the tremendous value that Data Science brings to customers of TMB.
  •  You like working in cross-functional teams to realize an ambitious goal. Asking for help to the other top Data Scientists in the team, but also helping them out by sharing your knowledge and capabilities with them. When needed, you are able and willing to guide junior Data Scientists and interns in their work.

We only hire people with exceptional talents and capabilities!

As a Data Scientist, you have a deep understanding and experience with:

  • Machine Learning: Classification, Regression, Clustering, Association Rules, Text Mining. You have an excellent understanding of Random Forests, Neural Networks, Logistic Regression, SVM, KNN, K-Means, LDA, etc.
  • Programming Languages: SAS, Python, R
  • Tools: SAS, Spark, Hadoop (ecosystem)
  • Database handling: SAS, SQL. Familiar with Oracle, Graph databases

Your background:

  • University degree with excellent academic results in the field of Computer Science and/or Mathematics/Statistics/Econometrics/Finance/Risk
  • 5 years’ experience in the Predictive Analytics work field
  • Fluent in written and spoken English
  • Experience in working in an Agile way

Competencies and skills:

  • Analytical and content strength (in DS work field): sees which DS techniques apply to the business problem at hand, able to structure the approach and a good programmer
  • Willingness to learn: open to feedback, develops on the technical and the interpersonal level
  • Team player: strikes effective balance between independence and acting in the interest of the team
  • Perseverance: doesn’t give up when a problem is hard, knows how to deal with set-backs
  • Strong communication skills: written and spoken English need to be convincing
  • Entrepreneurial: takes up responsibility and makes it happen
  • Creative: thinks out of the box
  • Enthusiasm: has contagious level of enthusiasm to inspire others to act, based on self-example

Responsibilities:

  • The Data Scientist works in the team of Risk Advanced Analytics (COE) and takes part in various risk challenges ranging through the whole customer journey.
  • Develop, monitor and implement Bank’s credit risk models (bank-wide) to achieve the risk strategy of the bank and to make a better customer experience.
  • Strengthen the risk/reward culture within the bank by modelling risk decisioning algorithms that are the heart of a profitable, productive and competitive lending journey.
  • Measure and monitor the Key Risk Measurements (Risk Appetite Statement, IBNR Provisioning, Economic Capital, Stress Testing and Concentration Risk) translating numbers into proactive proposals and present these concepts to the senior management.
  • Develop portfolio monitoring system such as Early Warning System, Pre-approvals, and Portfolio Segmentation etc. to improve portfolio quality and to build the risk building blocks of digital lending.
  • Develop analytical base tables by acquiring new data, torture, manipulate and massage data into comprehensive risk features
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Job Details:


TMB Bank Public Company Limited
  At TMB , we are committed to Make THE Difference in the Thai banking sector.  By empowering our employees to always challenge and improve upon the status quo in everything we do, TMB is in turn able to deliver value to all our stakeholders: our customers, our shareholders, our community and, of course, our employees themselves. For the past five years, TMB has relentlessly transformed into a solid financial institution backed by five consecutive years of earnings growth and we are aggressively approaching the next chapter to do even better. To succeed, we start from our employees to help build and sustain a strong corporate culture where all of us pull in the same direction to optimise the customer experience end-to-end.    TMB is looking for employees who are game changers: people who are passionate about shifting the paradigm and can Make THE Difference in everything we do.  

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