Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Wiltshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South West > Wiltshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 94 105 76
Rank change year-on-year +11 -29 +41
Permanent jobs citing ETL 28 18 70
As % of all permanent IT jobs advertised in Wiltshire 1.81% 1.05% 3.21%
As % of the Processes & Methodologies category 2.06% 1.26% 3.58%
Number of salaries quoted 24 17 67
Wiltshire median annual salary £40,000 £47,500 £46,000
Median salary % change year-on-year -15.79% +3.26% +26.03%
10th Percentile £32,500 £41,250 £29,700
90th Percentile £54,000 £52,500 £52,500
South West median annual salary £40,000 £42,500 £47,500
% change year-on-year -5.88% -10.53% +11.76%

ETL 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 Wiltshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Wiltshire
Permanent vacancies with a requirement for process or methodology skills 1356 1434 1958
As % of all permanent IT jobs advertised in Wiltshire 87.77% 83.57% 89.73%
Number of salaries quoted 1125 1219 1717
Wiltshire median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £24,600 £26,150
90th Percentile £60,000 £57,500 £60,000
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

ETL
Job Vacancy Trend in Wiltshire

Job postings citing ETL as a percentage of all IT jobs advertised in Wiltshire.

Job vacancy trend for ETL in Wiltshire

ETL
Salary Trend in Wiltshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Wiltshire.

Salary trend for ETL in Wiltshire

ETL
Salary Histogram in Wiltshire

The salary distribution of IT jobs citing ETL in Wiltshire over the 6 months to 18 November 2017.

Salary histogram for ETL in Wiltshire

ETL
Job Locations in Wiltshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Wiltshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Swindon +22 20 £40,000 -41.82%
Chippenham - 5 £40,000 -
Salisbury -28 1 £40,000 -15.79%
ETL
South West

For the 6 months to 18 November 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Wiltshire region with a requirement for ETL.

1 24 (85.71%) SQL
2 20 (71.43%) Business Intelligence
3 18 (64.29%) SQL Server
4 15 (53.57%) Microsoft
5 13 (46.43%) Retail
6 12 (42.86%) SQL Server Integration Services
6 12 (42.86%) Finance
6 12 (42.86%) Data Warehouse
7 11 (39.29%) SQL Server Reporting Services
8 10 (35.71%) Data Management
8 10 (35.71%) T-SQL
8 10 (35.71%) Continuous Improvement
8 10 (35.71%) Analytics
8 10 (35.71%) Relational Database
9 9 (32.14%) Amazon AWS
10 7 (25.00%) SQL Server Analysis Services
11 6 (21.43%) Microsoft Excel
11 6 (21.43%) SQL Server 2012
12 5 (17.86%) Performance Tuning
12 5 (17.86%) Analytical Skills
12 5 (17.86%) Qlik Sense
12 5 (17.86%) MySQL
12 5 (17.86%) Management Information System
12 5 (17.86%) BusinessObjects
13 4 (14.29%) VMware
13 4 (14.29%) Degree
13 4 (14.29%) Mathematics
13 4 (14.29%) VMware Infrastructure
13 4 (14.29%) Predictive Modelling
13 4 (14.29%) NoSQL

ETL
Co-occurring IT Skills in Wiltshire 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 (10.71%) Apache Spark
2 1 (3.57%) IIS
2 1 (3.57%) Oracle 10gAS
Applications
1 6 (21.43%) Microsoft Excel
2 4 (14.29%) SPSS
2 4 (14.29%) SPSS Modeler
3 1 (3.57%) MS Visio
Business Applications
1 1 (3.57%) Dynamics NAV
1 1 (3.57%) Oracle 11i
1 1 (3.57%) Oracle EBS
1 1 (3.57%) Oracle EBS R12
1 1 (3.57%) Oracle ERP
Cloud Services
1 9 (32.14%) Amazon AWS
2 4 (14.29%) Microsoft Azure
Communications & Networking
1 1 (3.57%) Internet
Database & Business Intelligence
1 18 (64.29%) SQL Server
2 12 (42.86%) Data Warehouse
2 12 (42.86%) SQL Server Integration Services
3 11 (39.29%) SQL Server Reporting Services
4 10 (35.71%) Relational Database
5 7 (25.00%) SQL Server Analysis Services
6 6 (21.43%) SQL Server 2012
7 5 (17.86%) BusinessObjects
7 5 (17.86%) MySQL
7 5 (17.86%) Qlik Sense
8 4 (14.29%) Data Mining
8 4 (14.29%) NoSQL
9 3 (10.71%) Amazon RDS
9 3 (10.71%) Big Data
9 3 (10.71%) Hadoop
9 3 (10.71%) OLAP
10 2 (7.14%) IBM InfoSphere
10 2 (7.14%) MS Access
10 2 (7.14%) OLAP Cube
10 2 (7.14%) SQL Server 2016
Development Applications
1 4 (14.29%) RStudio
2 2 (7.14%) ERwin
2 2 (7.14%) SQL Server Management Studio (SSMS)
2 2 (7.14%) Team Foundation Server
2 2 (7.14%) Visual Studio
General
1 13 (46.43%) Retail
2 12 (42.86%) Finance
3 2 (7.14%) Advertising
4 1 (3.57%) Manufacturing
Job Titles
1 13 (46.43%) Analyst
2 7 (25.00%) Developer
3 6 (21.43%) DBA
4 5 (17.86%) Data Analyst
4 5 (17.86%) Senior Analyst
4 5 (17.86%) SQL DBA
4 5 (17.86%) SQL Developer
5 3 (10.71%) Business Intelligence Analyst
5 3 (10.71%) Data Engineer
5 3 (10.71%) Database Developer
5 3 (10.71%) SQL Analyst
5 3 (10.71%) SQL Data Analyst
5 3 (10.71%) SQL Database Developer
6 2 (7.14%) AWS Engineer
6 2 (7.14%) Big Data Engineer
6 2 (7.14%) Senior Business Intelligence Analyst
6 2 (7.14%) Senior Service Desk Analyst
6 2 (7.14%) Service Desk Analyst
6 2 (7.14%) SPSS Analyst
6 2 (7.14%) SPSS Data Analyst
Libraries, Frameworks & Software Standards
1 3 (10.71%) .NET
2 2 (7.14%) EDI
2 2 (7.14%) MDX
3 1 (3.57%) .NET Framework
3 1 (3.57%) ASP.NET Web API
3 1 (3.57%) Middleware
3 1 (3.57%) Oracle Fusion
3 1 (3.57%) Web Services
Miscellaneous
1 5 (17.86%) Analytical Skills
1 5 (17.86%) Management Information System
2 2 (7.14%) N-Tier
3 1 (3.57%) Data Structures
3 1 (3.57%) FMCG
Operating Systems
1 4 (14.29%) Windows
2 2 (7.14%) Linux
2 2 (7.14%) Windows Server
Processes & Methodologies
1 20 (71.43%) Business Intelligence
2 10 (35.71%) Analytics
2 10 (35.71%) Continuous Improvement
2 10 (35.71%) Data Management
3 5 (17.86%) Performance Tuning
4 4 (14.29%) Balanced Scorecard
4 4 (14.29%) Customer Analytics
4 4 (14.29%) Mathematics
4 4 (14.29%) Predictive Modelling
4 4 (14.29%) Scorecard
5 3 (10.71%) Data Modelling
5 3 (10.71%) ERP
5 3 (10.71%) Service Delivery
5 3 (10.71%) Statistics
6 2 (7.14%) CHAID
6 2 (7.14%) Data Protection
6 2 (7.14%) Dimensional Modelling
6 2 (7.14%) Statistical Analysis
6 2 (7.14%) Test Scripting
6 2 (7.14%) Visualisation
Programming Languages
1 24 (85.71%) SQL
2 10 (35.71%) T-SQL
3 3 (10.71%) Java
3 3 (10.71%) Python
3 3 (10.71%) R
3 3 (10.71%) Scala
4 2 (7.14%) PL/SQL
4 2 (7.14%) PowerShell
4 2 (7.14%) VB
4 2 (7.14%) VBA
Qualifications
1 4 (14.29%) Degree
2 2 (7.14%) Numerate Degree
2 2 (7.14%) SC Cleared
2 2 (7.14%) Security Cleared
Quality Assurance & Compliance
1 1 (3.57%) SLA
System Software
1 4 (14.29%) VMware Infrastructure
2 1 (3.57%) Oracle RAC
2 1 (3.57%) Virtual Machines
Systems Management
1 2 (7.14%) Systems Management Server (SMS)
2 1 (3.57%) Enterprise Manager Cloud Control
2 1 (3.57%) Oracle Enterprise Manager
Vendors
1 15 (53.57%) Microsoft
2 4 (14.29%) Oracle
2 4 (14.29%) VMware
3 2 (7.14%) IBM
3 2 (7.14%) Sybase
3 2 (7.14%) Tableau
4 1 (3.57%) Hyperion
4 1 (3.57%) Informatica
4 1 (3.57%) Siebel