Delta Air Lines - Atlanta, GA

posted about 2 months ago

Full-time - Mid Level
Atlanta, GA
Air Transportation

About the position

We are looking for a Senior Full Stack Developer/Software Engineer who can bring modern machine learning and optimization models into production while working as part of a highly multi-disciplinary team of data scientists, software development engineers, strategic partners, product managers, and subject domain experts. The Senior Engineer will take models developed by the data scientists and integrate them with the rest of the company's platform. This could involve building APIs around the model so that it can be served and consumed, developing user interfaces to visualize and interact with model results, and implementing monitoring capabilities to verify that solutions continue to provide accurate inferences. This position will partner with Data Scientists and Data Engineers to operationalize machine learning and optimization models that deliver new insights to the business. Responsibilities include but are not limited to building data APIs and data delivery services that support critical operational and analytical applications for Delta's internal business operations, customers, and partners. The Senior Engineer will take responsibility for ensuring that model code, data pipelines, APIs, and user interfaces are developed and deployed successfully into production. Troubleshooting issues that arise and supporting production applications will also be part of the role. The engineer will continuously integrate code into Delta's on-premise and AWS cloud environments, transforming data science prototypes into “production-ready” software products. It is essential to ensure a good data flow between database and backend systems, optimize solutions for performance and scalability, and ensure that the Delta methodology, standards, and procedures are implemented. The engineer will also ensure that solutions meet the customers' business goals and that customer satisfaction with the project and conclusion is high. Coordination of activities with internal and external technology service providers, consulting within project team members, other Delta teams, and outside vendors or consultants to ensure product integrity, and coaching and mentoring other developers on the team are also key responsibilities.

Responsibilities

  • Build data APIs and data delivery services that support critical operational and analytical applications for Delta's internal business operations, customers, and partners
  • Take responsibility for ensuring that model code, data pipelines, APIs, and user interfaces are developed and deployed successfully into production
  • Troubleshoot issues that arise and support production applications
  • Continuously integrate code into Delta's on-premise and AWS cloud environments
  • Transform data science prototypes into 'production-ready' software products
  • Ensure a good data flow between database and backend systems
  • Optimize solutions for performance and scalability
  • Ensure that the Delta methodology, standards, and procedures are implemented
  • Ensure that solutions meet the customers' business goals and that customer satisfaction with the project and conclusion is high
  • Coordinate activities with internal and external technology service providers
  • Consult within project team members, other Delta teams, and outside vendors or consultants to ensure product integrity
  • Coach and mentor other developers on the team

Requirements

  • Bachelor's degree, preferably in a technical or scientific field
  • 5-7 years of hands-on experience designing, developing, integrating, and running business, big data and/or data science applications
  • 1-2+ years of hands-on experience working with AWS as a developer
  • Experience developing Angular applications
  • Experience developing with Python 3
  • Experience working with AWS services with an emphasis on managed services such as Lambda, DynamoDB, SQS, EventBridge, Step Functions, Aurora, S3, and API gateway
  • Experience developing infrastructure-as-code using AWS tools (e.g., Cloud Development Kit, Cloud Formation)
  • Experience with automating application deployment, continuous delivery, and continuous integration (Git, GitLab, Jenkins)
  • Experience using Agile/Scrum methodologies
  • Experience with backlog management tools (e.g., VersionOne, JIRA)
  • Strong problem-solving skills and capability to understand and set direction for complex technology integration
  • Excellent written and verbal skills with the ability to communicate effectively with all levels of employees and management
  • Self-learner with the ability to pick up new technologies and provide tangible results

Nice-to-haves

  • Experience with design patterns and implementation for machine learning and data science products
  • Experience with design patterns and implementation using microservices architecture
  • Understanding or experience with loose coupling of front-end modules on AWS
  • Experienced with deploying and managing infrastructures based on Docker, OpenShift, and AWS
  • Knowledge of data engineering and experience with big data
  • Experience with Redux / Flux / NgRx store implementation
  • Experience developing, testing and deploying APIs using Python-based frameworks such as Flask, FastAPI and/or GraphQL
  • Experience writing complex SQL queries (e.g., queries involving joins and subqueries) and experience with both SQL and NoSQL databases (PostgreSQL and AWS DynamoDB preferred)
  • Experience working with AWS Machine Learning tools (e.g., AWS SageMaker)
  • Experience with data visualization frameworks such as D3
  • Understanding and focus on business outcomes
  • Strong teamwork skills
  • Master's degree a plus

Benefits

  • Competitive salary, industry-leading profit sharing program, and performance incentives
  • 401(k) with generous company contributions up to 9%
  • Paid time off including vacation, holidays, paid personal time, maternity and parental leave
  • Comprehensive health benefits including medical, dental, vision, short/long term disability and life benefits
  • Family care assistance through fertility support, surrogacy and adoption assistance, lactation support, subsidized back-up care, and programs that help with loved ones in all stages
  • Holistic Wellbeing programs to support physical, emotional, social, and financial health, including access to an employee assistance program offering support for you and anyone in your household, free financial coaching, and extensive resources supporting mental health
  • Domestic and International space-available flight privileges for employees and eligible family members
  • Career development programs to achieve your long-term career goals
  • World-wide partnerships to engage in community service and innovative goals created to focus on sustainability and reducing our carbon footprint
  • Business Resource Groups created to connect employees with common interests to promote inclusion, provide perspective and help implement strategies
  • Recognition rewards and awards through the platform Unstoppable Together
  • Access to over 500 discounts, specialty savings and voluntary benefits through Deltaperks such as car and hotel rentals and auto, home, and pet insurance, legal services, and childcare
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