Data Scientist with hands on Revenue management exp and Airline industry
Location Houston TX Hybrid
Responsibilities
Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable prediction of customer behavior and operations performance
Assess the effectiveness and accuracy of new data sources data gathering and forecasting techniques
Develop custom data models and algorithms to apply to data sets and run proof of concept studies
Leverage existing Statistical and Machine Learning tools to enhance inhouse algorithms
Collaborate with software engineers to implement and test production quality code for AIML models
Develop processes and tools to monitor and analyze data accuracy and models performance
Demonstrate software to customers and perform value proving benchmarks Calibrate software for customer needs and train customer for using and maintaining software
Resolve customer complaints with software and respond to suggestions for enhancements
Required Qualifications
Advanced Degree in Statistics Operations Research Computer Science Mathematics or Machine Learning
Proven ability to apply modeling and analytical skills to realworld problems
Knowledge of machine learning techniques clustering decision tree learning artificial neural networks etc and statistical concepts regression properties of distributions statistical tests etc
Solid programming skills 23 languages out of R SQL Python TensorFlow PySpark Java JavaScript or C
Absolutely must have graduate school level knowledge of Revenue Management models and algorithms
Experience minimum 4 out of 7 with deployment of machine learning and statistical models on a cloud
1 MLOps within the enterprise CICD process for ML models 2 years
2 Experience deploying ML APIs in production environments in GCP using GKE 2 years
3 Experience in using GCP Vertex AI for ML and BigQuery 1 year
4 Knowledge in Terraform and Containers technologies 2 years
5 Experience writing data processing jobs using GCP Dataflow and Dataproc 2 years
6 Experience setting up ML model monitoring and autoscaling for ML prediction jobs 1 year
7 Understanding of machine learning concepts to scale ML across different services by leveraging Feature Store Artifacts Registry and Analytics Hub 1 year
Desirable Qualifications
Familiarity with airline hospitality or retailing industries and decision support systems employed there
Experience developing customer choice models price elasticity estimation and market potential estimation
Understanding of airline distribution pricing revenue management NDC and OfferOrder Management concepts"
...Duties/Responsibilities: Organize and manage content flow for multiple publications, coordinating work of contributing editors, writers, columnists Produce a variety of content, including news and feature writing, photography, and other communications, for publication...
...with CCTV surveillance of shoplifting suspects Assist store and district loss prevention peers with fraud investigations related to Kohls cards and other scams Work with the Organized Retail Crime (ORC) team to supplement case building of internal and external...
...complete the majority of projects from start to finish with limited assistance from a Senior Engineer or Director of Engineering. Job Summary Lead client management and design production activities for mechanical / hvac systems on building construction projects...
...pride ourselves on delivering tailored solutions that meet the complex needs of our clients. The Opportunity Aviation Portfolio Manager We're seeking top talent to oversee our global portfolio, ensuring optimal management of leased and consigned assets. If you...
...Maintenance Technician We're working with a growing food manufacturer on multiple 2nd Shift Maintenance Technician positions! This position... ...needed . Troubleshoot and repair down production and building equipment. Support production with changeover and product...