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Different Roles in Machine Learning Career
The document outlines the roles, salaries, and job prospects in data engineering, data analysis, and machine learning, emphasizing the increasing demand for machine learning professionals. In 2020, there were over 15,000 machine learning jobs in India and more than 25,000 in the U.S., with a projected business value of $5.3 trillion by 2023. It also details the responsibilities of different positions within this domain, including data engineers, data scientists, and machine learning engineers.
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Overview of Data Engineer and Data Analyst roles, skills, job scope, and salary comparison.
Job opportunities and business value in Machine Learning with statistical insights from Forbes.
Average salary data for Machine Learning Engineers, comparing salaries based on different metrics.
Various roles in Machine Learning including Data Engineer, Data Scientist, ML Engineer, and others.
Key responsibilities and tasks of Data Engineers, focusing on data structure and quality.
Data Scientist roles involving data analysis, trend extraction, and reporting.
Main activities performed by Machine Learning Engineers, including model building and data handling.
Responsibilities of NLP Engineers including data analysis and text representation.
Roles of AI/DL Engineers in building neural networks and enhancing AI systems.
Suggestions for further learning and educational resources available for aspiring data professionals.
Contact details for further assistance and inquiries regarding learning resources.
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Different Roles in Machine Learning Career
- 1. Copyright Intellipaat. Allrights reserved. Need for Handling Data Who is a Data Engineer? Who is a Data Analyst? Skills of Data Engineer and Data Analyst 04 02 Job Scope and Salary06 03 01 Difference between Data Engineer & Data Analyst 05
- 2. Copyright Intellipaat. Allrights reserved. Job Scope in Machine Learning Salary of a Machine Learning Engineer Different Roles in Machine Learning Learning Resources04 02 03 01 Conclusion05
- 3. Copyright Intellipaat. Allrights reserved. Job Scope in Machine Learning
- 4. Copyright IntelliPaat, Allrights reserved Job Scope in Machine Learning Number of Jobs According to Forbes, in India, there are 15000+ job available in the field of Machine Learning in 2020. In the United States, the number of jobs are more than 25,000. According to Forbes, the business value created by Machine Learning will reach up to $5.3 trillion by 2023. • Healthcare • Education • E-Commerce Retail • Manufacturing • Banking & Finance • Transportation According to Gartner, Machine Learning Engineer is one of the #top job profile in the industry.
- 5. Copyright Intellipaat. Allrights reserved. Salary of a Machine Learning Engineer
- 6. Copyright IntelliPaat, Allrights reserved Salary of a Machine Learning Engineer Average Salary â‚ą10,32,500 $114,826 Updated June 2020 Average Base Pay 2564 Salaries $85k $115k $137k
- 7. Copyright Intellipaat. Allrights reserved. Different Roles in Machine Learning
- 8. Copyright IntelliPaat, Allrights reserved Different Roles in Machine Learning Data Engineer Data Scientist Machine Learning Engineer NLP Engineer AI/DL Engineer
- 9. Copyright Intellipaat. Allrights reserved. Data Engineer
- 10. Copyright IntelliPaat, Allrights reserved Data Engineer Data Engineer Design structural schema to store data for analysis. • Quality • Accuracy • Building Datasets
- 11. Copyright Intellipaat. Allrights reserved. Data Scientist
- 12. Copyright IntelliPaat, Allrights reserved Data Scientist Analyze and Visualize the data Data Scientist • Find Trends and Patterns • Extract Useful Information • Prepare Analysis Reports • Build Models
- 13. Copyright Intellipaat. Allrights reserved. Machine Learning Engineer
- 14. Copyright IntelliPaat, Allrights reserved Machine Learning Engineer Machine Learning Engineer Analyze and Visualize the data • Perform Complex Modelling • Work on Dynamic Data Sets • Feed Data into Models • Scale the Built Models • Enhance Production-Level • Build Algorithms for Models
- 15. Copyright Intellipaat. Allrights reserved. NLP Engineer
- 16. Copyright IntelliPaat, Allrights reserved NLP Engineer Works on Understanding Natural Languages NLP Engineer • Analyzes Text • Records Text • Optimize Search Results • Build Responsive Algorithms • Text Representation • Transforms Natural Language
- 17. Copyright Intellipaat. Allrights reserved. AI/DL Engineer
- 18. Copyright IntelliPaat, Allrights reserved AI/DL Engineer Builds neural networks that gives more perfection to the machines. AI/DL Engineer • Builds algorithms for neural networks • Builds operating software for robots • Improve and enhance existing AI softwares • Integrates latest technologies in systems • Collects and analyze data for the AI models
- 19. Copyright Intellipaat. Allrights reserved. Learning Resources
- 20. Copyright IntelliPaat, Allrights reserved Further Learning
- 21. Copyright IntelliPaat, Allrights reserved Further Learning
- 22. Copyright Intellipaat. Allrights reserved. India : +91-7847955955 US : 1-800-216-8930 (TOLL FREE) sales@intellipaat.com www.intellipaat.com
Editor's Notes
- #23 Thank you!