Predictive Analytics Developer

Allegiant

Las Vegas, Northern (NV, KY)

Hybrid

USD 80,000 - 100,000

Full time

4 days ago

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Benefits offered by this job

Profit Sharing

Medical/Dental/Vision/Life/Disability

Flight Benefits

Tuition Reimbursement

401K with employer match

Job summary

Allegiant is seeking a Predictive Analytics Developer to lead automation and reporting within Predictive Analytics. The role requires cross-functional collaboration with data science, aircraft engineering and maintenance teams to improve fleet reliability and safety using the Skywise platform.

The ideal candidate has a Bachelor’s degree in Engineering or CS, at least 1 year of related experience, and strong skills in Python, SQL and statistical analysis. Visa sponsorship is not available.

Qualifications

Experience with statistical tools and modeling.
Proficiency in Python and SQL.
Knowledge of data modeling and data mining concepts.

Responsibilities

Coordinate with OEM for automated reliability data reporting.
Analyze pilot reports, delays, cancellations and component performance data.
Document data entry points across departments to create electronic forms in Aircraft Health Monitoring apps.
Perform root cause analysis on data to improve safety, reliability and economic impact.
Apply data mining to aircraft data to identify trends and failure patterns.

Skills

SPSS

SAP

Python

SQL

Statistics

Machine learning

Data mining

Education

Bachelor’s Degree in Engineering, Computer Science, or related field

Tools

Skywise Platform

Job description

Summary

The Predictive Analytics Developer is responsible for development and oversight of automation and reporting tools within Predictive Analytics. The developer is a cross functional role that has an in-depth understanding of data science technologies, aircraft engineering, and the Predictive Analytics platform.

Visa Sponsorship Available: No

Minimum Requirements

Combination of Education and Experience will be considered. Must be authorized to work in the US as defined by the Immigration Act of 1986. Must pass a Criminal Background Check.

Education

Bachelor’s Degree

Education Details

In Engineering, Computer Science, or related field.

Years of Experience

Minimum one (1) year experience in related field.

Knowledge of statistical tools and concepts (R, SPSS, SAP) and statistical analysis/modeling, including linear and logistic regression, segmentation, and machine learning.
Experience with programming languages including Python.
Demonstrated proficiency using SQL (Structured Query Language).
Knowledgeable regarding statistical principles, root cause analysis, and failure mode analysis.
Technical knowledge regarding data models, database design development, data mining and segmentation techniques.
Strong attention to detail.

Preferred Requirements

Bachelor’s degree in Engineering or Computer Science with an aviation related specialization.
[A319/A320/737 MAX] Systems knowledge or similar understanding of common aircraft components and technologies.
Experience creating applications and analyzing data within the Skywise platform or equivalent.

Job Duties

Coordinate with OEM (Airbus/Boeing and component vendors) for automated reliability data reporting.
Analyze and evaluate pilot reports, delays, cancellations and component performance data to measure aircraft performance for safety and economic impact.
Document various data entry points from all Maintenance and Procurement departments that occur outside AIS/TRAX to consolidate and develop electronic forms within Aircraft Health Monitoring applications in order to capture all pertinent information.
Perform root cause analysis on data to measure aircraft/fleet performance for safety, reliability, and economic impact, and identify deficiencies in the Maintenance Program and minimize operational risk.
Apply data mining techniques against ACMS and FOMAX aircraft data to identify trends and failure patterns that can be used in long term trend analysis to capture future component failures.
Integrate and oversee advanced technologies of diagnosis and predictive maintenance (within the Skywise Predictive MX Suite or equivalent platform).
Periodically review predictive alerts for accuracy by reviewing maintenance observations, fault history and component repair reports.
Develop tools within the Skywise platform to transform complex datasets into simple tools that can be used by the maintenance organization to improve operational reliability.
Create automated anomaly detection systems to identify and act upon resulted analysis and alerts.
Research and provide data for the development of modifications to improve Allegiant fleet reliability.
Act as a liaison between Engineering SME’s, the maintenance organization and the relevant manufacturer product support and development teams.
Process, clean, and transform poorly structured third party datasets into relational objects that can easily integrate with MIS data to automate maintenance planning functions.
Develop training programs and documentation for Line Maintenance, Tech Services, MX Control, Engineering, Reliability, and Materials Planning employees utilizing different features and reporting across platforms.
Manage access, permissions, and organization of all Skywise objects such as Code Repositories, Datasets, Forms, Reports, Schedules, Recipes, and Templates.
Ensure any direct reports understand and apply our Customer Commitment and customer service standards to their daily responsibilities as appropriate.
Model Allegiant’s customer service standards in personal actions and when providing leadership direction.
Other duties as assigned.

Physical Requirements

The Physical Demands and Work Environment described here are a representative of those that must be met by a Team Member to successfully perform the essential functions of the role. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of the role.

Office/IT - While performing the duties of this job, the Team Member is regularly required to stand, sit, talk, hear, see, reach, stoop, kneel, and use hands and fingers to operate a computer, key board, printer, and phone. May be required to lift, push, pull, or carry up to 50 lbs. May be required to work various shifts/days in a 24 hour situation. Regular attendance is a requirement of the role. Exposure to moderate noise (i.e. business office with computers, phones, printers, and foot traffic), temperature and light fluctuations. Ability to work in a confined area as well as the ability to sit at a computer terminal for an extended period of time. Some travel may be a requirement of the role.

Essential Services Provider

Allegiant as a national air carrier is deemed an essential service provider during declared national and state emergencies. Team Members will be required to report to their assigned trip or work location during national and state emergencies unless prohibited by local, state or federal order.

EEO Statement

We welcome all individuals from varied backgrounds and experiences to apply. Our company values the unique perspectives and talents that each person brings to our team.

Equal Opportunity Employer: Disability/Veteran

For more information, see https://allegiantair.jobs

$80,000 - $100,000 a year

Full Time Benefits: