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Avis de recrutement d’un spécialiste des données

Avis de recrutement d’un spécialiste des données

Publié : 

Categories : Avis de recrutement

Domaines : Informatique - Télécommunication - Electronique

Regions : Australie

Avis de recrutement d’un spécialiste des données

Hello. We’re Velocity Frequent Flyer. And we’re back (in a big way).

With a year of ups and downs behind us all, we’re now ramping things up. Looking for new, come-as-you-are team members to join our fast-growing squad, responsible for rebuilding Virgin Australia’s loyalty program, currently 10 million members strong, and counting. That’s half of Australia!

If successful, you’ll be able to brag your heart out that millions of Australians have you and your team to thank for stacking up their Points and making getting back up in the air even more exciting.

 

What you’ll be doing :

The Data Scientist will develop a wide range of insights and data science models to support the data driven vision of Velocity.

In order to achieve this, you will :

  • code in one or more statistical programming languages as SAS, Python or R to interrogate and find relevant insights from large and diverse datasets ;
  • be an expert in statistics and machine learning ;
  • apply classic techniques such as Logistic Regression, Decision Tree and more sophisticated ones such as Elastic Net, Gradient Boosting, Random Forest, Neural Network, Bayesian Network, Ensembles and etc. ;
  • use segmentation and clustering techniques to detect homogenous groups of members across the program or within specific Partner programs ;
  • provide data science consulting services and analysis to other groups ;
  • communicate in a clear and visual manner results and insights ;
  • derive, maintain and improve key metrics to be used in CRM strategy and analysis ;
  • work with Agile Squads/Teams to design, implement and maintain analytical products/solutions ;
  • gather requirements and feedback from stakeholders to inform model development ;
  • implement model life cycle management and improve MLOps process.

 

We’re looking for someone who’s…

  • A Bachelor or Master’s Degree in a quantitative discipline such as Computer Science, Data Science, Operational Research, Statistics, Mathematics, etc. or equivalent experience ;
  • 1 to 3 years (or 5+ years) of experience building predictive models and performing analysis for  insights ;
  • Advanced programming skills in SAS, Python and/or R ;
  • Excellent SAS and SQL data manipulation skills ;
  • Data visualization skills ;
  • Communication and deck building skills ;
  • Attention to Detail, Deadline-Oriented, Confidentiality, Time Management, Innovation, Interpretative skills ;
  • Working knowledge of AWS, Databricks, SAS Viya and MS Power BI is a plus.

 

Want to know more?

Get in touch and we can go from there.

For the health and safety of staff and guests, Virgin Australia has implemented a mandatory COVID-19 Vaccination Policy. New staff will be required to comply with the Policy which includes being vaccinated against COVID-19 prior to 31 March 2022 and providing Virgin Australia with evidence of your vaccination status.

 

Apply here