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United Airlines

Flies passengers and cargo worldwide from US hubs

Data Scientist Machine Learning

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeGurugram, Haryana, IndiaNo salary listedIn-person

About the Job

Requirements

  • A bachelor's degree in engineering, technology, computer science, statistics, operations research, applied mathematics, or economics is required.
  • At least 2 years of full-time relevant work experience in analytics or data science is required.
  • A strong foundation in machine learning, statistics, and applied mathematics, with hands-on experience solving real-world business problems using data and artificial intelligence, is required.
  • Strong proficiency in Python and SQL, and experience working with large and complex datasets, are required.
  • Experience across the end-to-end machine learning lifecycle, from data preparation and model development through evaluation and production deployment, is required.
  • Hands-on experience with classification, regression, ensemble methods, gradient boosting, and clustering is required.
  • Hands-on experience building artificial intelligence solutions using generative artificial intelligence and foundation models, including prompt engineering, embeddings, vector search, retrieval-augmented generation, and artificial intelligence agents, is required.
  • The ability to translate business problems into artificial intelligence and machine-learning solutions and define appropriate success metrics is required.
  • Analytical and problem-solving skills and the ability to explain complex technical concepts to technical and non-technical audiences are required.
  • The ability to work effectively as an individual contributor and collaborate with cross-functional teams is required.

Responsibilities

  • Partner with business teams to identify opportunities for improvement, gather and analyze information and data, develop solutions, and drive innovation.
  • Apply statistics, machine learning, programming, and data modeling to recognize patterns, identify opportunities, evaluate business opportunities, and deliver high-impact models.
  • Structure communication of insights from work streams and deliver clear, professional presentations to the team, team leaders, managers, and stakeholders.
  • Formulate and develop end-to-end project pipelines to deploy scalable solutions on company platforms.
  • Execute solutions to business problems using data analysis, machine learning, and optimization tools.
  • Mentor junior resources on data science skills.
  • Research the latest machine-learning models and share knowledge across the team.

Desired Qualifications

  • A master's degree or MTech in data science, business analytics, engineering, technology, computer science, statistics, operations research, applied mathematics, or economics is preferred.
  • Hands-on experience with deep learning and neural networks, including PyTorch or TensorFlow, is preferred.
  • Experience in one or more artificial intelligence domains, such as computer vision, generative artificial intelligence, large language models, or natural language processing, is preferred.
  • Experience building production-grade artificial intelligence and machine-learning systems, including model serving, inference, monitoring, performance optimization, and model lifecycle management, is preferred.
  • Experience with AWS and cloud-based machine-learning platforms, particularly SageMaker, S3, Redshift, Athena, and data lake architectures, is preferred.
  • Experience with MLOps and machine-learning engineering practices, including continuous integration and continuous delivery, model versioning, experiment tracking, automated pipelines, and monitoring, is preferred.
  • Experience working with distributed data processing and large-scale machine learning is preferred.

About the Company

United Airlines

Flies passengers and cargo worldwide from US hubs

United Airlines flies passengers and cargo across the United States and to destinations around the world, running a hub network that spans Chicago, Denver, Houston, Los Angeles, Newark, San Francisco, Washington Dulles and Guam. It was a founding member of Star Alliance, the global airline partnership that links its routes and frequent-flyer benefits with carriers such as Lufthansa and Air Canada. Travelers book seats in economy, premium and Polaris business cabins, and United earns money from fares, bag and seat fees, cargo, and its MileagePlus loyalty program, which sells miles to card partners. United traces its roots to Varney Air Lines, which began flying airmail in 1926, and is based in Chicago.

Company size
10,001+
Company stage
IPO
Headquarters
Chicago, IL
Founded
1926

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