Job Description
Are you ready to take off and be part of the Allstar team? Whether you're a developer, data scientist, or strategist, at AirAsia we act as One AirAsia to drive innovation in aviation. If you're eager to make a difference at one of the world's most recognized low-cost airlines and work at the forefront of data-driven aviation, this is the role for you.
Duties and Responsibilities :
- 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.
Requirements and Qualifications :
Bachelor's degree in Statistics, Mathematics, Computer Science, Operations Research, or a related field. A Master's degree is a plus.0-2 years of experience in a data science role (internships count).Strong programming skills in Python and 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.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 your best.We are committed to creating a diverse work environment and are proud to be an equal opportunity employer.
Search Firm Representatives - AirAsia does not accept unsolicited assistance from search firms for employment opportunities. All CVs / resumes submitted by search firms to any employee at our company without a valid written search agreement in place will be deemed the sole property of our company. No fee will be paid in the event a candidate is hired by our company as a result of an agency referral where no pre-existing agreement is in place.
