채용공고 › American Airlines
Data Scientist/Sr Data Scientist, Customer Analytics
추출된 스킬 17건
| 스킬 | 분류 | 수준 | 근거 문장 (원문) |
|---|---|---|---|
| 머신러닝 | IT·데이터 기술 | 필수 | Experienced with Machine Learning, Data Science, and AI-driven techniques |
| AWS | IT·데이터 기술 | 필수 | Experience with Cloud Computing and/or Distributed Computing (e.g. Databricks, Spark, AWS) |
| Azure | IT·데이터 기술 | 필수 | Experience with Microsoft Azure (storage accounts, service principal, Azure Data Factory and active directory) |
| BI 도구 | IT·데이터 기술 | 필수 | Experience with SQL and data visualization (e.g., Tableau) |
| Excel | IT·데이터 기술 | 필수 | Advanced proficiency in Microsoft Excel and PowerPoint |
| Java | IT·데이터 기술 | 필수 | Experience with at least one programming language (e.g., Python, R, Java) |
| Python | IT·데이터 기술 | 필수 | Experience with at least one programming language (e.g., Python, R, Java) |
| R | IT·데이터 기술 | 필수 | Experience with at least one programming language (e.g., Python, R, Java) |
| Spark·Databricks | IT·데이터 기술 | 필수 | Experience with Cloud Computing and/or Distributed Computing (e.g. Databricks, Spark, AWS) |
| SQL | IT·데이터 기술 | 필수 | Experience with SQL and data visualization (e.g., Tableau) |
| 석·박사 | 학력·법적 자격 | 필수 | Masters degree plus 2+ years of equivalent practical experience in a quantitative discipline (e.g., Data Science, Applied Mathematics, Statistics, Operations Research, Business Analytics, Computer Science, Engineering, etc.) |
| 리더십 | 직무 역량 | 필수 | Excellent leadership, communication, creative thinking, analytical and problem-solving skills |
| 이해관계자 관리 | 직무 역량 | 필수 | Ability to work cross-functionally and communicate and work with diverse business groups |
| 문제 해결 | 직무 역량 | 필수 | Excellent leadership, communication, creative thinking, analytical and problem-solving skills |
| 적응력 | 직무 역량 | 언급 | Health Benefits: On day one, you’ll have access to your health, dental, prescription and vision benefits to help you stay well. And that’s just the start, we also offer virtual doctor visits, flexible spending accounts and more. |
| 팀워크 | 직무 역량 | 언급 | Our responsibilities include B2B data, internal and customer-facing reporting, agency performance, corporate profile data management, and other sales reporting. The role will collaborate with Modern Retailing, Agency and Corporate Programs, Sales IT, DEA IT, and other parts of the commercial organization to deliver actionable insights. This position provides opportunities to influence the strateg |
| 압박 상황 대응 | 직무 역량 | 언급 | Our team is focused on delivering actionable insights in a fast-paced environment to support account management, JB/Alliance partners, and other parts of the commercial organization to drive results. We believe that data should be exciting, and when brought to life through engaging analysis, recommendations, and reporting, can transform business and improve decision-making. |
공고 원문
Summary / Purpose
Our team is focused on delivering actionable insights in a fast-paced environment to support account management, JB/Alliance partners, and other parts of the commercial organization to drive results. We believe that data should be exciting, and when brought to life through engaging analysis, recommendations, and reporting, can transform business and improve decision-making.
Our responsibilities include B2B data, internal and customer-facing reporting, agency performance, corporate profile data management, and other sales reporting. The role will collaborate with Modern Retailing, Agency and Corporate Programs, Sales IT, DEA IT, and other parts of the commercial organization to deliver actionable insights. This position provides opportunities to influence the strategic direction of Indirect and Direct by using data and analytics to identify opportunities to optimize revenue.
Key Responsibilities
- Manage projects to enhance and develop data, models, and analytic processes that support Sales and Revenue
- Works effectively with internal and external partners (vendors and other organizations within American Airlines)
- Utilize various databases and programming languages to process data and perform statistical analysis.
- Identify and implement best practices related to business processes, data governance, and automated solutions.
- Responsible for validation, data cleansing, maintenance, and reinforcing data integrity to business rules and standards.
- Keep abreast of industry solutions and ensure that AA leads the analytical space to increase our competitiveness
- Bridge the gap between raw data and business strategy by extracting insights to solve complex problems by applying statistics, programming, and machine learning to large datasets
- Collecting, cleaning, and organizing large, complex datasets so they can be analyzed reliably.
- Interpreting technical results into actionable business strategies and presenting findings to stakeholders
Minimum Qualifications
- Masters degree plus 2+ years of equivalent practical experience in a quantitative discipline (e.g., Data Science, Applied Mathematics, Statistics, Operations Research, Business Analytics, Computer Science, Engineering, etc.)
- Experienced with Machine Learning, Data Science, and AI-driven techniques
- Experience with at least one programming language (e.g., Python, R, Java)
- Practical experience with data extraction, cleaning, and analysis
- Preferred Qualifications- Education & Prior Job Experience
- Experience in Machine Learning, Data Science, and AI-driven techniques
- Experience with SQL and data visualization (e.g., Tableau)
- Airline, aviation or transportation industry experience
- Experience with Cloud Computing and/or Distributed Computing (e.g. Databricks, Spark, AWS)
- Experience with Microsoft Azure (storage accounts, service principal, Azure Data Factory and active directory)
- Skills, Licenses & Certifications
- Advanced proficiency in Microsoft Excel and PowerPoint
- Ability to perform customer data analysis using complex data sets
- Inquisitive out-of-the-box thinker who is continuously on the lookout for opportunities to improve and innovate with data science solutions
- Excellent leadership, communication, creative thinking, analytical and problem-solving skills
- Ability to move projects forward without deadlines and effectively work with time constraints
- Ability to work cross-functionally and communicate and work with diverse business groups
Preferred Qualifications
- Not stated (not separately listed on this posting)
Benefits / Compensation (if stated)
- Travel Perks: Ready to explore the world? You, your family and your friends can reach 365 destinations on more than 6,800 daily flights across our global network.
- Health Benefits: On day one, you’ll have access to your health, dental, prescription and vision benefits to help you stay well. And that’s just the start, we also offer virtual doctor visits, flexible spending accounts and more.
- Wellness Programs: We want you to be the best version of yourself – that’s why our wellness programs provide you with all the right tools, resources and support you need.
- 401(k) Program: Available upon hire and, depending on the workgroup, employer contributions to your 401(k) program are available after one year.
- Additional Benefits: Other great benefits include our Employee Assistance Program, pet insurance and discounts on hotels, cars, cruises and more
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