American Airlines Group - Dallas, TX

posted about 2 months ago

Full-time - Mid Level
Dallas, TX
Air Transportation

About the position

As a Senior Architect in Data Visualization at American Airlines, you will be an integral member of the Reliability Engineering team within the Technical Operations Division. This role is pivotal in overseeing data pipelines and ensuring the accessibility and integrity of data across both on-premises and cloud environments. You will drive initiatives aimed at modernizing our data architecture, which is essential for facilitating reporting and advanced analytics, including machine learning. Your focus will be on strategic solution planning while ensuring adherence to data governance principles, which are critical for maintaining the quality and reliability of our data systems. In this position, you will support ETL processes that are crucial for engineering analysis and reporting. You will also be responsible for developing and maintaining advanced descriptive and predictive machine learning models and processes. Your expertise will be utilized in creating various reports, dashboards, and visualizations that will aid in decision-making across the organization. Additionally, you will troubleshoot enterprise data systems and workflows to ensure data integrity, participate in and lead cross-organizational projects, and interface with IT to institutionalize new tools. You will also have the opportunity to instruct others on utilizing new data tools and assist with complex ad-hoc data analysis as needed. This role is designed for someone who is not only technically proficient but also possesses strong interpersonal and communication skills, as you will be collaborating with various teams and stakeholders to drive data initiatives forward. Your contributions will help American Airlines maintain its position as a leader in the airline industry, ensuring that we continue to provide exceptional service to our customers while leveraging data to enhance operational efficiency.

Responsibilities

  • Oversee data pipelines and maintain data accessibility and integrity in on-prem and cloud environments.
  • Drive initiatives to modernize data architecture.
  • Support ETL processes for engineering analysis and reporting.
  • Develop and maintain advanced descriptive and predictive Machine Learning models and processes.
  • Create and maintain various reports, dashboards, and visualizations.
  • Troubleshoot enterprise data systems and workflows to ensure data integrity.
  • Participate in and lead cross-organizational projects and initiatives.
  • Interface with IT to institutionalize new tools.
  • Instruct others on utilizing new data tools.
  • Assist with complex ad-hoc data analysis as needed.

Requirements

  • Bachelor's degree in Engineering, Data Science, Operations Research, Computer Science, Mathematics, or related fields, or equivalent experience/training.
  • 5 years of experience in programming languages and data tools such as R, Python, SQL, HTML, Java Script, C#, Tableau, Power BI, Alteryx.

Nice-to-haves

  • Advanced degree (MS) in Engineering, Data Science, Operations Research, Computer Science, or Mathematics.
  • Knowledge of functional area and maintenance applications such as SAFE, APC, AMPS, SCEPTRE, K2.
  • 7+ years' experience in a technical professional environment.
  • Prior experience with recommender systems, text mining, and Natural Language Processing tools.
  • Experience with Azure Databricks, Alteryx data blending, R or Python programming, Data Mining/Big Data concepts and tools, and familiarity with Natural Language Processing.

Benefits

  • Travel perks allowing you, your family, and friends to explore 365 destinations on more than 6,800 daily flights.
  • Health benefits including access to health, dental, prescription, and vision benefits from day one.
  • Wellness programs providing tools, resources, and support for personal well-being.
  • 401(k) program available upon hire with employer contributions after one year.
  • Employee Assistance Program, pet insurance, and discounts on hotels, cars, cruises, and more.
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