Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Swindon 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Wiltshire > Swindon
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 50 70 42
Rank change year-on-year +20 -28 +58
Permanent jobs citing ETL 19 2 55
As % of all permanent IT jobs advertised in Swindon 2.68% 0.25% 5.22%
As % of the Processes & Methodologies category 3.05% 0.30% 5.84%
Number of salaries quoted 17 2 52
Swindon median annual salary £40,000 £68,750 £50,000
Median salary % change year-on-year -41.82% +37.50% +13.66%
10th Percentile £31,500 £50,875 £26,425
90th Percentile £45,300 £89,625 £52,500
Wiltshire median annual salary £40,000 £47,500 £47,500
% change year-on-year -15.79% - +35.71%

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 Swindon with a requirement for process or methodology skills.

All Process and Methodology Skills
Swindon
Permanent vacancies with a requirement for process or methodology skills 623 671 942
As % of all permanent IT jobs advertised in Swindon 87.75% 83.56% 89.46%
Number of salaries quoted 508 538 839
Swindon median annual salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.56% +5.88%
10th Percentile £28,750 £26,250 £28,000
90th Percentile £58,750 £65,000 £62,500
Wiltshire median annual salary £40,750 £40,000 £40,000
% change year-on-year +1.88% - +0.63%

ETL
Job Vacancy Trend in Swindon

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

Job vacancy trend for ETL in Swindon

ETL
Salary Trend in Swindon

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

Salary trend for ETL in Swindon

ETL
Salary Histogram in Swindon

The salary distribution of IT jobs citing ETL in Swindon over the 6 months to 23 November 2017.

Salary histogram for ETL in Swindon

For the 6 months to 23 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 Swindon region with a requirement for ETL.

1 16 (84.21%) SQL
2 14 (73.68%) Business Intelligence
3 12 (63.16%) SQL Server
3 12 (63.16%) Retail
4 11 (57.89%) Finance
5 10 (52.63%) Relational Database
6 9 (47.37%) Data Management
6 9 (47.37%) Microsoft
7 8 (42.11%) Continuous Improvement
8 7 (36.84%) Analytics
8 7 (36.84%) SQL Server Reporting Services
8 7 (36.84%) SQL Server Integration Services
9 6 (31.58%) SQL Server 2012
9 6 (31.58%) Microsoft Excel
9 6 (31.58%) Data Warehouse
9 6 (31.58%) T-SQL
10 5 (26.32%) BusinessObjects
10 5 (26.32%) Qlik Sense
11 4 (21.05%) RStudio
11 4 (21.05%) SPSS Modeler
11 4 (21.05%) Scorecard
11 4 (21.05%) Degree
11 4 (21.05%) Mathematics
11 4 (21.05%) SQL Server Analysis Services
11 4 (21.05%) Customer Analytics
11 4 (21.05%) Analytical Skills
11 4 (21.05%) Predictive Modelling
11 4 (21.05%) SPSS
11 4 (21.05%) Balanced Scorecard
11 4 (21.05%) Management Information System

ETL
Co-occurring IT Skills in Swindon 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 1 (5.26%) Apache Spark
1 1 (5.26%) IIS
1 1 (5.26%) Oracle 10gAS
Applications
1 6 (31.58%) Microsoft Excel
2 4 (21.05%) SPSS
2 4 (21.05%) SPSS Modeler
3 1 (5.26%) MS Visio
Business Applications
1 1 (5.26%) Dynamics NAV
1 1 (5.26%) Oracle 11i
1 1 (5.26%) Oracle EBS
1 1 (5.26%) Oracle EBS R12
1 1 (5.26%) Oracle ERP
Cloud Services
1 3 (15.79%) Amazon AWS
2 1 (5.26%) Microsoft Azure
Communications & Networking
1 1 (5.26%) Internet
Database & Business Intelligence
1 12 (63.16%) SQL Server
2 10 (52.63%) Relational Database
3 7 (36.84%) SQL Server Integration Services
3 7 (36.84%) SQL Server Reporting Services
4 6 (31.58%) Data Warehouse
4 6 (31.58%) SQL Server 2012
5 5 (26.32%) BusinessObjects
5 5 (26.32%) Qlik Sense
6 4 (21.05%) Data Mining
6 4 (21.05%) MySQL
6 4 (21.05%) SQL Server Analysis Services
7 2 (10.53%) Amazon RDS
7 2 (10.53%) DataStage
7 2 (10.53%) IBM InfoSphere
7 2 (10.53%) MS Access
7 2 (10.53%) NoSQL
7 2 (10.53%) PostgreSQL
7 2 (10.53%) QlikView
7 2 (10.53%) RDBMS
7 2 (10.53%) SQL Server 2008
Development Applications
1 4 (21.05%) RStudio
2 2 (10.53%) ERwin
2 2 (10.53%) SQL Server Management Studio (SSMS)
2 2 (10.53%) Team Foundation Server
2 2 (10.53%) Visual Studio
General
1 12 (63.16%) Retail
2 11 (57.89%) Finance
3 2 (10.53%) Advertising
4 1 (5.26%) Manufacturing
Job Titles
1 12 (63.16%) Analyst
2 5 (26.32%) Data Analyst
2 5 (26.32%) Senior Analyst
3 3 (15.79%) Business Intelligence Analyst
3 3 (15.79%) DBA
3 3 (15.79%) Developer
3 3 (15.79%) SQL Analyst
3 3 (15.79%) SQL Data Analyst
4 2 (10.53%) .NET Developer
4 2 (10.53%) ETL Analyst
4 2 (10.53%) Oracle DBA
4 2 (10.53%) Senior Business Intelligence Analyst
4 2 (10.53%) Senior Service Desk Analyst
4 2 (10.53%) Service Analyst
4 2 (10.53%) Service Desk Analyst
4 2 (10.53%) SPSS Analyst
4 2 (10.53%) SPSS Data Analyst
4 2 (10.53%) SQL DBA
4 2 (10.53%) SQL Developer
4 2 (10.53%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 3 (15.79%) .NET
2 2 (10.53%) EDI
3 1 (5.26%) .NET Framework
3 1 (5.26%) ASP.NET Web API
3 1 (5.26%) Middleware
3 1 (5.26%) Oracle Fusion
3 1 (5.26%) Web Services
Miscellaneous
1 4 (21.05%) Analytical Skills
1 4 (21.05%) Management Information System
2 1 (5.26%) FMCG
Operating Systems
1 2 (10.53%) Linux
1 2 (10.53%) Windows
Processes & Methodologies
1 14 (73.68%) Business Intelligence
2 9 (47.37%) Data Management
3 8 (42.11%) Continuous Improvement
4 7 (36.84%) Analytics
5 4 (21.05%) Balanced Scorecard
5 4 (21.05%) Customer Analytics
5 4 (21.05%) Mathematics
5 4 (21.05%) Predictive Modelling
5 4 (21.05%) Scorecard
6 3 (15.79%) Statistics
7 2 (10.53%) Actionable Insight
7 2 (10.53%) CHAID
7 2 (10.53%) Cluster Analysis
7 2 (10.53%) Customer Insight
7 2 (10.53%) Data Extraction
7 2 (10.53%) ERP
7 2 (10.53%) Performance Tuning
7 2 (10.53%) Service Delivery
7 2 (10.53%) Statistical Analysis
7 2 (10.53%) Test Scripting
Programming Languages
1 16 (84.21%) SQL
2 6 (31.58%) T-SQL
3 2 (10.53%) PL/SQL
3 2 (10.53%) VB
3 2 (10.53%) VBA
4 1 (5.26%) Java
4 1 (5.26%) Python
4 1 (5.26%) R
4 1 (5.26%) Scala
Qualifications
1 4 (21.05%) Degree
2 2 (10.53%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.26%) SLA
System Software
1 1 (5.26%) Oracle RAC
1 1 (5.26%) Virtual Machines
1 1 (5.26%) VMware Infrastructure
Systems Management
1 2 (10.53%) Systems Management Server (SMS)
2 1 (5.26%) Enterprise Manager Cloud Control
2 1 (5.26%) Oracle Enterprise Manager
Vendors
1 9 (47.37%) Microsoft
2 3 (15.79%) Oracle
3 2 (10.53%) IBM
3 2 (10.53%) Sybase
3 2 (10.53%) Tableau
4 1 (5.26%) Hyperion
4 1 (5.26%) Informatica
4 1 (5.26%) Siebel
4 1 (5.26%) VMware