Senior Data Scientist

Senior Data Scientist

Air Asia
Malaysia
3-5 years
Not Specified

Job Description


Job Description
Are you ready to take off and be part of the Allstar employee Whether you’re applying for a developer, customer happiness or crew, at AirAsia we act as One AirAsia.
If you are hungry to make a difference with one of the most well known low-cost airlines and to work in the dynamic technology hub, this is the job for you.
AirAsia.com’s data team drives conversion, personalisation, and revenue growth across flights and other lines of business. We are looking for Allstars to join an innovative and dynamic team which works in tandem with product and tech. You will help develop the future models and tools to drive better decisions and growth.
What You’ll Do:
Improve models and algorithms to further optimize business outcomes.
Collaborate and work across functional and multidisciplinary teams in a dynamic environment to develop an understanding of evolving/agile business needs.
Work closely with other data groups to help design new recommendation engines, pricing systems, and ranking methods.
About You:
  • BS/MS/PhD in Science (Statistics, Management, Cognitive / Psychology, AI, Analytics, Marketing, Design, HCI).
  • 3-5 yrs relevant experience after masters/PhD graduation.
  • Experience with common data science toolkits, programming languages, visualisation tools and SQL/NoSQL databases.
  • Good applied statistical knowledge with emphasis in business and finance related statistical distributions, statistical testing, modeling, regression analysis, etc.
  • Experience with distributed computing platforms and open-source tools and libraries.
  • Experience developing and deploying to the cloud.
  • Familiar or prone to adopt design thinking methods.
  • Able to work under pressure and change, and balance among speed, reliability, interpretability.
  • Good working knowledge of productivity tools such as G Suite, Git, Jira, Confluence.
  • Experience with code versioning, code review and documentation.

Experience in one or more of the following specialized areas:
Machine Learning
  • Understanding of machine learning algorithms such as k-NN, Naive Bayes, SVM, Decision trees.
  • Experience using ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
  • Experience with Google Cloud Platform products and services such as Vision API, Recommendations API, Cloud Natural Language.

Algorithm Engineering
  • Strong ability to implement, improve, and deploy ML and Math models in Golang or Python.
  • Conduct systems tests for security, performance, and availability.
  • Develop and maintain the design and troubleshooting/error documentation.
  • Create cost effective scalable systems and develop innovative algorithm solutions.

Operations Research
  • Familiar with modelling problems as mathematical programming, constraint satisfaction, particle swarm optimization and other appropriate OR methodologies.
  • Familiar with tools such as Cplex, Gurobi, Google OR-Tools.

Decision intelligence
  • Drive decision science aspects as a standard user experience -staff or customer- process (cognitive biases, cross-cultural reasoning, statistical interpretation, human factor impact, algorithmic bias etc.).
  • Actively showcase the added value of design thinking, data-driven decisions, agile and user-centric methods.
  • Support research (user and markets) and data processes for enhanced decision quality.
  • What makes an Allstar employee You allow yourself to ‘Dare to Dream’ big dreams and seize the day. You ‘Make things Happen’, you like taking efforts to achieve it. Without any effort, no dream will get fulfilled.

Our companies include Airasia.com, BigPay, Teleport, BigLife, RedBeat Ventures, AirAsia Foundation, Tune Group of Hotels, TuneProtect, OURSHOP, FORM.AT, Airasia Ads
AirAsia is committed to creating an inclusive work environment with a diverse workforce. All qualified applicants will receive consideration for employment without regard to race, religion, gender, sexual orientation, national origin, disability or age.
We are all different - one talent to another - that is how we rely on our differences. At AirAsia, you will be treated fairly and given all chances to be the best. We committed to creating a diverse work environment and are proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

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