Big Data Skills in High Demand
Apache Hadoop Open Source driver in the big data development space
AI, ML, LLM, and Big Data Skills are in High Demand and Pay Well - With enterprise focus moving towards "big data" there is an increased demand for technical and managerial skills. The focus is on the necessary skills and experience to develop, implement, and manage it. In addition to the threat of cyberattacks, security is a key concern. As a result, individuals with those skills are in high demand and compensation is high.
Many of the tools utilized are based on the open source platform Apache Hadoop. It is a software library which is the framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. With that in place, applications can be designed to scale up from single servers to thousands of machines, each offering local computation and storage.
This is accomplished not with hardware to deliver high-availability, rather the library itself is designed to detect and handle failures at the application layer, so delivering a highly-available service on top of a cluster of computers, each of which may be prone to failures.
Hadoop is not the only tool, but it is highly prized in big data. In addition, it has been around for some time and that provides a base of experienced IT pros that can be drawn upon. In Janco's preparation for its latest IT salary survey has identified AI, ML, LLM, and big data skill areas that are in high demand along with some preliminary compensation numbers.
Pay for big data IT professionals for these ten areas ranges for $130,000 to $180,000 -- or the high end for IT technical professionals.
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- Vice President Strategy and Architecture
- Chief Artificial Intelligenc Officer (CAIO)
- Chief Data Officer
- Chief Digital Officer - CDO
- Chief Experience Officer - CXO
- Chief Security Officer - CSO
- Director Electronic Commerce
- Manager Blockchain Architecture
- Manager Database
- Manager DevOps
- Project Manager Blockchain
- Project Manager Enterprise Resource Planning (ERP)
- Project Manager Enterprise Architecture
- Blockchain Analyst
- Blockchain Developer
- Data Scientist
- Database Administrator
- Full Stack Developer
- Web3 Developer
- Web3 Analyst