Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Camberley with a requirement for Data Engineering skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Engineering over the 6 months to 15 August 2018 with a comparison to the same period in the previous 2 years.

Data Engineering
Surrey > Camberley
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 28 27 -
Rank change year-on-year -1 - -
Permanent jobs citing Data Engineering 6 1 0
As % of all permanent IT jobs advertised in Camberley 3.61% 0.91% -
As % of the Processes & Methodologies category 4.00% 1.09% -
Number of salaries quoted 6 1 0
Camberley median annual salary £62,500 £82,500 -
Median salary % change year-on-year -24.24% - -
Surrey median annual salary £60,000 £60,000 -

Data Engineering is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Camberley with a requirement for process or methodology skills.

All Process and Methodology Skills
Camberley
Permanent vacancies with a requirement for process or methodology skills 150 92 184
As % of all permanent IT jobs advertised in Camberley 90.36% 83.64% 75.72%
Number of salaries quoted 109 87 158
Camberley median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £35,750 £27,000 £28,200
90th Percentile £75,000 £67,500 £60,750
Surrey median annual salary £50,000 £47,500 £46,500
% change year-on-year +5.26% +2.15% +3.33%

Data Engineering
Job Vacancy Trend in Camberley

Job postings citing Data Engineering as a percentage of all IT jobs advertised in Camberley.

Job vacancy trend for Data Engineering in Camberley

Data Engineering
Salary Trend in Camberley

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Engineering in Camberley.

Salary trend for Data Engineering in Camberley

For the 6 months to 15 August 2018, IT jobs citing Data Engineering also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Camberley region with a requirement for Data Engineering.

1 6 (100.00%) Data Mining
1 6 (100.00%) Statistical Analysis
1 6 (100.00%) Analytics
1 6 (100.00%) Hadoop
1 6 (100.00%) Visualisation
1 6 (100.00%) MapReduce
1 6 (100.00%) Big Data
1 6 (100.00%) Talend
1 6 (100.00%) Apache Hive
1 6 (100.00%) Data Science
2 3 (50.00%) R
2 3 (50.00%) High Availability
2 3 (50.00%) Data Analytics
2 3 (50.00%) Tableau
2 3 (50.00%) Data Governance
2 3 (50.00%) Data Quality
2 3 (50.00%) HBase
2 3 (50.00%) Machine Learning
2 3 (50.00%) D3.js
2 3 (50.00%) Microsoft Azure
2 3 (50.00%) Amazon AWS
2 3 (50.00%) Predictive Modelling
2 3 (50.00%) Pattern Recognition
2 3 (50.00%) Sqoop
2 3 (50.00%) Master Data Management
2 3 (50.00%) Customer Segmentation
2 3 (50.00%) Relational Database
2 3 (50.00%) HDFS
2 3 (50.00%) Pandas
2 3 (50.00%) Coaching

Data Engineering
Co-occurring IT Skills in Camberley by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 3 (50.00%) Apache Spark
Cloud Services
1 3 (50.00%) Amazon AWS
1 3 (50.00%) Microsoft Azure
Database & Business Intelligence
1 6 (100.00%) Apache Hive
1 6 (100.00%) Big Data
1 6 (100.00%) Data Mining
1 6 (100.00%) Hadoop
2 3 (50.00%) Data Lake
2 3 (50.00%) HBase
2 3 (50.00%) Power BI
2 3 (50.00%) RDBMS
2 3 (50.00%) Relational Database
2 3 (50.00%) SQL Server
2 3 (50.00%) Sqoop
Job Titles
1 3 (50.00%) Architect
1 3 (50.00%) Data Architect
1 3 (50.00%) Data Engineer
1 3 (50.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (50.00%) Bokeh
1 3 (50.00%) D3.js
1 3 (50.00%) J2EE
1 3 (50.00%) Pandas
Miscellaneous
1 3 (50.00%) Algorithms
1 3 (50.00%) Analytical Skills
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Data Science
1 6 (100.00%) MapReduce
1 6 (100.00%) Statistical Analysis
1 6 (100.00%) Visualisation
2 3 (50.00%) A/B Testing
2 3 (50.00%) Actionable Insight
2 3 (50.00%) Coaching
2 3 (50.00%) Customer Requirements
2 3 (50.00%) Customer Segmentation
2 3 (50.00%) Data Analytics
2 3 (50.00%) Data Governance
2 3 (50.00%) Data Ingestion
2 3 (50.00%) High Availability
2 3 (50.00%) Logistic Regression
2 3 (50.00%) Machine Learning
2 3 (50.00%) Master Data Management
2 3 (50.00%) Pattern Recognition
2 3 (50.00%) Predictive Modelling
2 3 (50.00%) Use Case
Programming Languages
1 3 (50.00%) Java
1 3 (50.00%) MATLAB
1 3 (50.00%) Python
1 3 (50.00%) R
1 3 (50.00%) SQL
Quality Assurance & Compliance
1 3 (50.00%) Data Quality
System Software
1 3 (50.00%) HDFS
Systems Management
1 3 (50.00%) Hadoop YARN
Vendors
1 6 (100.00%) Talend
2 3 (50.00%) Tableau