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Instrumental in rolling out analytics applications
Data Engineers are needed to enable Data Scientists and Analysts to carry out advanced analytics more effectively and generate valuable insight from Big Data. Data Engineers are instrumental in rolling out data analytics applications. They help facilitate getting data from a variety of different sources, getting it in the right formats, assuring that it adheres to data quality standards, and assuring that downstream users can get that data quickly, so they can perform whatever downstream task that is, whether reporting or exploratory analytics or building a new model or an algorithm.
With the market for Artificial Intelligence (AI) and Machine Learning-powered solutions projected to grow to $1.2B by 2023, it is important to consider business needs now and in the future. The data engineering role has evolved and now requires a larger set of skills. In the past, data engineers worked with distributed systems and Java programming to use Hadoop MapReduce in the data center, but now they need to leverage AI, Machine Learning, and Business Intelligence skills to efficiently manage and analyse data.
The major responsibilities of this role include:
- Transforming various types of data into usable forms for further analysis.
- Creating large data warehouses using ETL
- Developing, testing and maintaining architectures and dataset processes
- Deploying Machine Learning pipelines
- Identifying, designing, and implementing internal process improvements: automating manual processes, optimising data delivery, re-designing infrastructure for greater scalability, etc.
Some examples of job titles in this career path include:
- Data Engineer
- Data Analytics Developer
- Big Data Engineer
- Data Architect
Exciting facts about this role
Increase in demand for data engineers over the past 5 years
of these roles are very hard to fill
The median salary of permanent roles in data engineering
The perks of becoming a
Numerous job opportunities
A wide range of roles across all industry sectors
Working with Big Brands
Fantastic opportunities of career progression to senior roles
Excellent remuneration, with top earnings around £150,000+ a year
Job security since your skills are in demand
Career fulfilment since your work influences the strategic direction and performance of your company
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