Signature Aviation is seeking a Data Scientist to join the company’s Operations Intelligence team. As the operator of the largest network of fixed base operators (FBOs) in the world, Signature sits at the center of the aviation ecosystem with access to complex operational and commercial datasets. This role will help unlock the value of that data through advanced analytics, predictive modeling, and data-driven insights that improve operational performance and commercial outcomes across the enterprise.
As a Data Scientist, you will work closely with operations, commercial, and technology teams to develop statistical models and analytics solutions that support forecasting, workforce planning, operational efficiency, and revenue optimization. You will own the end-to-end analytics lifecycle, including data preparation, model development, evaluation, and communicating insights to business stakeholders in a clear and actionable format.
Translate business challenges into analytical approaches and technical solutions
Develop statistical and machine learning models supporting initiatives such as demand forecasting, staffing optimization, and operational planning
Build time series models and predictive analytics solutions to support operational and commercial decision-making
Prepare, clean, and transform raw data into structured datasets suitable for statistical modeling and analysis
Identify and incorporate new data sources and variables to improve model performance and predictive accuracy
Translate model outputs into operational insights and measurable business KPIs
Develop visualizations and reporting tools that communicate model results and insights to business stakeholders
Integrate analytical outputs into operational workflows and decision-making processes
Partner with cross-functional teams across operations, technology, and analytics to prioritize and execute data initiatives
Build relationships with internal and external data and technology partners to enhance analytics capabilities
Minimum Education and/or Experience:
1–3 years of experience in a data science, machine learning, or advanced analytics role
Undergraduate degree in Data Science, Statistics, Mathematics, Computer Science, Engineering, or another quantitative field
Experience applying statistical modeling and machine learning techniques to real-world business problems
Additional knowledge and skills:
- Strong programming skills in Python (e.g., Pandas, scikit-learn) and SQL
- Experience with time series forecasting and machine learning models
- Familiarity with data visualization and business intelligence platforms such as Power BI or Tableau
- Experience applying diverse analytical methodologies to solve technical and operational challenges
- Ability to communicate complex analytical concepts clearly to both technical and non-technical stakeholders
- Strong collaboration skills with the ability to work both independently and within cross-functional teams
With more than 225 locations worldwide, Signature Aviation is the largest global network of private aviation terminals, delivering safe, convenient, and elevated experiences to those we serve. As a premier hospitality organization and a certified Great Place to Work™, we are committed to redefining private air travel. Our nearly 6,000-strong team of aviation experts and enthusiasts is dedicated to delivering excellence to our guests and communities, and it starts with taking care of our team. Signature provides a variety of benefits, programs, and resources to support our team members’ overall well-being and professional development. We proudly volunteer and give back, focusing on elevating the neighborhoods where we operate, empowering the next generation of aviation professionals, and supporting our veterans.
From your health to your financial wellness, there are several benefits for you and your family when joining Signature Aviation.
Our Benefits:
- Medical/prescription drug, dental, and vision Insurance
- Health Savings Account
- Flexible Spending Accounts
- Life Insurance
- Disability Insurance
- 401(k)
- Critical Illness, Hospital Indemnity and Accident Insurance
- Identity Theft and Legal Services
- Paid time off
- Paid Maternity Leave
- Tuition reimbursement
- Training and Development
- Employee Assistance Program (EAP) & Perks
Skills Required
- 1-3 years of experience in data science, machine learning, or advanced analytics
- Undergraduate degree in Data Science, Statistics, Mathematics, Computer Science, Engineering, or another quantitative field
- Experience applying statistical modeling and machine learning techniques to real-world business problems
- Strong programming skills in Python (Pandas, scikit-learn)
- Proficiency in SQL
- Experience with time series forecasting and predictive modeling
- Familiarity with data visualization and BI platforms such as Power BI or Tableau
- Ability to communicate complex analytical concepts clearly to technical and non-technical stakeholders
- Strong collaboration skills and ability to work cross-functionally
Signature Aviation Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Signature Aviation and has not been reviewed or approved by Signature Aviation.
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Healthcare Strength — Core medical, dental, and vision coverage is described as solid, with HSA/FSA options and protections like life and disability insurance. An Employee Assistance Program and wellness initiatives reinforce the health and wellbeing support.
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Retirement Support — A 401(k) retirement plan is a consistent component of the package. Retirement benefits are presented as dependable and broadly available.
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Leave & Time Off Breadth — Paid time off includes vacation, sick days, paid holidays, military leave, and bereavement leave. Some roles note the ability to carry over vacation time.
Signature Aviation Insights
What We Do
Signature Aviation is the world’s preeminent aviation hospitality company, offering exceptional experiences and essential support services to business and private aviation guests. The company’s large-scale infrastructure footprint enables travel, fosters human connection and is a critical global economic driver. Signature operates an industry-leading network of private aviation terminals, with over 200 locations covering key destinations in 27 countries across five continents and is the largest distributor of sustainable aviation fuel (SAF). The company also offers nearly 15 million square feet of carbon neutral multiuse office and hangar real estate globally, providing unique networkwide benefits and advantages to guests who base their aircraft at a Signature location. For more information, please visit www.signatureaviation.com.
