Big data developers work in typical office settings. Those who are employed at large corporations have access to cutting-edge technology, enjoy flexible work schedules (including work-at-home options), and receive other perks and benefits. Smaller employers may not be able to offer these resources. Big data developers who work as consultants may travel to the offices of their clients to attend meetings and present their findings to top executives.
As in many industries, female big data developers sometimes face gender and other forms of discrimination, as well as sexual harassment. Tech companies are working hard to eliminate these issues, but some workplaces can still be toxic to women. Many organizations are striving to increase the number of women in the field. For example, Women in Data Science Worldwide has set a goal of achieving 30 percent representation for women in data science by 2030. It offers conferences, workshops, and other activities for women in the field.
Despite the occasional challenges faced by data science professionals, many enjoy their careers. A survey of big data developers in 2024 by PayScale.com found that 76 percent were “highly satisfied” with their careers.
- 3-D Printing Specialists
- Accountants
- Agile Coaches or Trainers
- Architects
- Artificial Intelligence Specialists
- Assessors and Appraisers
- Astronomers
- Astrophysicists
- Auditors
- Augmented Reality Developers
- Automation Engineers
- Autonomous Vehicle Safety and Test Drivers
- Back-End Developers
- Biometrics Systems Specialists
- Biophysicists
- Blockchain Developers
- Bookkeeping and Accounting Clerks
- Business Continuity Planners
- Chemists
- Chief Information Officers
- Chief Information Security Officers
- Chief Robotics Officer
- Clinical Data Managers
- Cloud Engineers
- Computer and Office Machine Service Technicians
- Computer and Video Game Designers
- Computer Network Administrators
- Computer Programmers
- Computer Support Service Owners
- Computer Support Specialists
- Computer Systems Programmer/Analysts
- Computer Trainers
- Credit Analysts
- Cryptocurrency Specialists
- Cryptographic Technicians
- Customer Success Managers
- Cybersecurity Architects
- Data Entry Clerks
- Data Processing Technicians
- Data Scientists
- Data Warehousing Specialists
- Database Specialists
- Deepfake Professionals
- Demographers
- Digital Agents
- Digital Workplace Experience Engineers
- Directors of Security
- Document Management Specialists
- Driverless Car Engineers
- Economists
- Electrical Engineering Technologists
- Electrical Engineers
- Electronics Engineering Technicians
- Electronics Engineers
- Electronics Service Technicians
- Embedded Systems Engineers
- Engineers
- Enterprise Architects
- ETL Developers
- Fiber Optics Technicians
- Financial Analysts
- Financial Planners
- Financial Quantitative Analysts
- Forensic Accountants and Auditors
- Full Stack Developers/Engineers
- Futurists
- Geodetic Surveyors
- Geophysicists
- Geospatial Analytics Specialists
- Graphic Designers
- Graphics Programmers
- Hardware Engineers
- Health Informaticists
- Help Desk Representatives
- Information Assurance Analysts
- Information Security Analysts
- Information Technology Consultants
- Information Technology Infrastructure Engineers
- Information Technology Project Managers
- Information Technology Security Consultants
- Internet Consultants
- Internet Developers
- Internet of Things Developers
- Internet Quality Assurance Specialists
- Internet Security Specialists
- Internet Transaction Specialists
- JavaScript Developers
- Machine Learning Engineers
- Mathematicians
- Mathematics Teachers
- Microelectronics Technicians
- Mobile Software Developers
- Model View Controller Developers
- Nanomaterials Scientists
- Network Operations Center Engineers
- Network Operations Center Technicians
- Nuclear Engineers
- Online Gambling Specialists
- Optical Engineers
- Personal Privacy Advisors
- Physicists
- Plasma Physicists
- Product Development Directors
- Product Management Directors
- Product Managers
- Product Owners
- Project Managers
- Radiation Protection Technicians
- Salesforce Developers
- Scrum Masters
- Security Consultants
- Semiconductor Technicians
- Site Reliability Engineers
- Smart Building Systems Designers
- Software Application Developers
- Software Designers
- Software Engineers
- Software Quality Assurance Testers
- Solutions Architects
- Statisticians
- Surveyors
- Systems Setup Specialists
- Tax Preparers
- Technical Support Specialists
- Technical Writers and Editors
- Technology Ethicists
- Unity Developers
- User Experience Designers
- Visual Interaction Designers
- Wireless Service Technicians