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"
...and Powerpoint. This is a 12 month role, 40 hours per week, remote in the US. This is a W-2 role as a Stage 4 Solutions'... ...and designs Digital Marketing/social media graphics Creates animations and edits videos for social media Works collaboratively with...
...Job Description and Duties The California Coastal Commission (Commission) is seeking a talented addition to its Santa Cruz office in northern California. The mission of the Commission is to provide for balanced use of the coastal zone and to protect, restore and enhance...
Description Managing end-to-end execution of M&A and PFA deals in LatAm in conjunction with the South American Advisory Head and other senior members of the team Support in the origination, structuring and strategic advice of M&A and PFA deals Final responsible...
...SEO Specialist, Get Found Fast Get Found Fast is an established SEO and digital marketing agency in the Denver Metro area with a diverse... ...long-term success Execute a range of on-site, off-site, and technical SEO tasks including, but not limited to Optimizing existing...
TPS Associates inc. is currently seeking a creative Model Based Systems Engineer (MBSE) to work on site in our Naval Air Warfare Center, Aircraft Division, Lakehurst, NJ. TPS Associates, Inc. (TPSA) is an equal opportunity employer providing Engineering Services and...