Delta Air Lines is seeking to address high-impact operational challenges through the development of machine learning and simulation-based solutions, to enable smarter, faster, and more data-driven decisions across their operations.
Requirements
- Proficiency in Python and ML libraries such as scikit-learn, XGBoost, or LightGBM.
- Hands-on experience with AWS ML services, including SageMaker and SageMaker Pipelines, Lambda, Step Functions, S3, CloudWatch, and IAM
- Strong SQL skills and experience working with large-scale relational databases.
- Familiarity with data pipelines and ETL processes
- Exposure to or experience with simulation tools such as Arena, ProModel, or AnyLogic, and an understanding of how simulation integrates with predictive modeling and optimization
- Deep learning frameworks (e.g., TensorFlow, Keras, Pytorch)
- Distributed computing platforms (e.g., Spark)
Responsibilities
- Model Development & Deployment: Design, build, test, and deploy machine learning models to solve complex operational problems across the airline, from crew scheduling to maintenance.
- Project Ownership: Lead projects end-to-end—from scoping and data exploration to model deployment and performance monitoring in production environments.
- Simulation & Optimization: Apply simulation modeling techniques and collaborate with optimization experts to evaluate and improve operational strategies.
- Stakeholder Communication: Translate technical findings into clear, actionable insights for business stakeholders, ensuring alignment and adoption of data-driven solutions.
- Collaboration & Mentorship: Work closely with cross-functional teams and mentor junior scientists, contributing to a culture of learning and innovation.
- Innovation & Best Practices: Stay current with advancements in machine learning, simulation, and cloud technologies, and help establish best practices for scalable, maintainable solutions.
Other
- Excellent communication skills with the ability to explain complex technical concepts to non-technical audiences
- Strong organizational and project management skills
- Proven ability to work collaboratively in diverse, cross-functional teams
- A continuous learner with a passion for innovation and improvement
- Possesses a high school diploma, GED, or high school equivalency.
