Remote Sr. Data Scientist with Airline Revenue Management
Sr. Data Scientist with Airline Revenue Management
Location - 100% Remote, USA
Mode of Interview - Video
Type Contract
Top Skills:
Airline Revenue Management experience is a must
Google Cloud (Google Cloud Platform) that is the preference but other cloud experience will work.
Programming- Python and C++
Data: PySpark
Experience with Rally and JIRA is good.
Job Description:
Responsibilities
Understanding of airline distribution, pricing, revenue management, NDC and Offer/Order Management concepts.
? Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver in-sights 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 in-house algorithms.
Collaborate with software engineers to implement and test production quality code for forecasting and data analytics 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 improvements and enhancements.
Required Qualifications
Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning.
? Proven ability to apply modeling and analytical skills to real-world 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 2-3 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:
? MLOps within the enterprise CI/CD process for ML models 2 years
? Experience deploying ML APIs in production environments in Google Cloud Platform using GKE 2 years
? Experience in using Google Cloud Platform Vertex AI for ML and BigQuery 1 year
? Knowledge in Terraform and Containers technologies 2 years
? Experience writing data processing jobs using Google Cloud Platform Dataflow and Dataproc 2 years
? Experience setting up ML model monitoring and autoscaling for ML prediction jobs 1 year
? Understanding of machine learning concepts to scale ML across different services by leveraging Feature Store, Artifacts Registry and Analytics Hub 1 year
Similar Remote Jobs
Remote Sr. Data Scientist with Airline Revenue Management
Posted on: 31-01-2025 10:00
Amazon Part-Time Jobs $10 To $15 Per Hour
Posted on: 31-01-2025 10:00
No Experience Needed | Customer Service Chat Representative?
Posted on: 31-01-2025 10:00
Des Moines - Customer Support Representative - Work-at-home
Posted on: 31-01-2025 10:00
Content Moderator ? Yelp, Spam Comment Removal Specialist
Posted on: 31-01-2025 10:00
Chewy Customer Support Specialist (Remote) ? Part-Time Jobs
Posted on: 31-01-2025 10:00
Gig Work Expert - Virtual Assistance and Assistants
Posted on: 31-01-2025 10:00
Seeking a Part-Time Personal/Executive Assistant Near Trenton, NJ
Posted on: 31-01-2025 10:00
DevOps Engineer, Night Shift ? Work From Home
Posted on: 31-01-2025 10:00
Content Writer - Part Time Work From Home
Posted on: 31-01-2025 10:00
Entry Level Tech Support 100% WORK FROM HOME + Benefits
Posted on: 19-11-2024 06:08
(Part/Full Time) American Express Virtual Assistant Jobs - Remote Jobs
Posted on: 21-02-2025 00:00
Director, IT Finance Strategy
Posted on: 31-01-2025 09:57
DIRECTOR, STRATEGIC ACCOUNTS
Posted on: 16-07-2024 19:05
[Entry Level/No Experience] Apple Data Entry Jobs ? Hiring Now
Posted on: 31-01-2025 10:01
Senior Director, Global Design US ? GA ? Atlanta
Posted on: 21-02-2025 00:00
(Part Time / Work From Home) Amex Virtual Assistant Job
Posted on: 20-08-2024 00:00
E-Learning Web Developer, AppleCare
Posted on: 30-10-2024 05:35
Disney Remote Accounting Jobs $27/Hour
Posted on: 29-11-2024 08:27
Remote Data Typist (Entry-Level) at Stratton Architects
Posted on: 31-01-2025 09:59