Period
to 17 January 2019

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 17 January 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > West Midlands
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 136 119 187
Rank change year-on-year -17 +68 -99
Permanent jobs citing ETL 154 243 150
As % of all permanent IT jobs advertised in the West Midlands 1.98% 2.49% 1.42%
As % of the Processes & Methodologies category 2.18% 2.75% 1.55%
Number of salaries quoted 137 200 115
West Midlands median annual salary £47,500 £47,500 £42,500
Median salary % change year-on-year - +11.76% -
10th Percentile £35,677 £30,000 £32,500
90th Percentile £71,250 £75,000 £55,000
England median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +2.94%

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 7,073 8,848 9,694
As % of all permanent IT jobs advertised in the West Midlands 91.16% 90.80% 91.86%
Number of salaries quoted 5,303 7,018 7,606
West Midlands median annual salary £45,000 £41,000 £41,500
Median salary % change year-on-year +9.76% -1.20% +1.22%
10th Percentile £26,250 £25,000 £25,500
90th Percentile £70,250 £66,250 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

ETL
Job Vacancy Trend in the West Midlands

Job postings citing ETL as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for ETL in the West Midlands

ETL
Salary Trend in the West Midlands

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

Salary trend for ETL in the West Midlands

ETL
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing ETL in the West Midlands over the 6 months to 17 January 2019.

Salary histogram for ETL in the West Midlands

ETL
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the West Midlands region over the 6 months to 17 January 2019. 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
Birmingham -25 80 £48,750 -15.22% 15
Staffordshire +46 43 £45,000 - 4
Warwickshire +19 16 £63,750 +59.38% 2
Coventry -15 5 £47,500 +5.56% 1
Walsall -3 4 £40,000 +31.69%
Wolverhampton +15 2 £39,500 +20.61% 2
Solihull +3 1 £42,500 -13.27% 3
Worcestershire - 1 £37,500 -
ETL
England

For the 6 months to 17 January 2019, IT jobs citing ETL 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 West Midlands region with a requirement for ETL.

1 106 (68.83%) SQL
2 89 (57.79%) Business Intelligence
3 80 (51.95%) SQL Server
4 73 (47.40%) SQL Server Integration Services
5 71 (46.10%) SQL Server Reporting Services
6 55 (35.71%) Tableau
7 54 (35.06%) Data Warehouse
8 52 (33.77%) T-SQL
9 50 (32.47%) Power BI
10 47 (30.52%) Microsoft Azure
11 38 (24.68%) Analytics
12 36 (23.38%) Agile Software Development
12 36 (23.38%) Finance
12 36 (23.38%) Microsoft
13 35 (22.73%) Data Modelling
14 29 (18.83%) Cognos
15 28 (18.18%) SQL Server Analysis Services
16 25 (16.23%) Data Security
16 25 (16.23%) Management Information System
17 23 (14.94%) QlikView
18 22 (14.29%) Technical Architecture
18 22 (14.29%) ETL Development
18 22 (14.29%) Analytical Skills
19 21 (13.64%) Data Development
19 21 (13.64%) .NET
20 20 (12.99%) Oracle
20 20 (12.99%) Data Analysis
20 20 (12.99%) Alteryx
20 20 (12.99%) Decision-Making
21 19 (12.34%) Java

ETL
Co-occurring IT Skills in the West Midlands 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 5 (3.25%) Apache
1 5 (3.25%) SharePoint
2 3 (1.95%) Oracle SOA Suite
3 2 (1.30%) DNN
3 2 (1.30%) Oracle Workflow
4 1 (0.65%) Apache Spark
Applications
1 13 (8.44%) Microsoft Excel
2 3 (1.95%) Microsoft PowerPoint
3 2 (1.30%) MS Visio
4 1 (0.65%) ArchiCAD
4 1 (0.65%) AutoCAD
4 1 (0.65%) Microsoft Office
4 1 (0.65%) MicroStation
4 1 (0.65%) Revit
Business Applications
1 3 (1.95%) Carpe Diem
1 3 (1.95%) Elite 3E
2 2 (1.30%) Dynamics AX
2 2 (1.30%) NetSuite
Cloud Services
1 47 (30.52%) Microsoft Azure
2 10 (6.49%) PaaS
3 8 (5.19%) Amazon AWS
4 5 (3.25%) Cloud Computing
4 5 (3.25%) IaaS
4 5 (3.25%) SaaS
5 3 (1.95%) Slack
5 3 (1.95%) Trello
6 2 (1.30%) Office 365
7 1 (0.65%) Azure Data Factory
7 1 (0.65%) Google Analytics
7 1 (0.65%) Google Cloud Platform
Communications & Networking
1 2 (1.30%) FTP
2 1 (0.65%) Internet
Database & Business Intelligence
1 80 (51.95%) SQL Server
2 73 (47.40%) SQL Server Integration Services
3 71 (46.10%) SQL Server Reporting Services
4 54 (35.06%) Data Warehouse
5 50 (32.47%) Power BI
6 28 (18.18%) SQL Server Analysis Services
7 23 (14.94%) QlikView
8 13 (8.44%) Qlik Sense
9 12 (7.79%) BusinessObjects
9 12 (7.79%) Hadoop
10 11 (7.14%) Big Data
10 11 (7.14%) Enterprise Data Warehouse
10 11 (7.14%) Relational Database
11 9 (5.84%) OLAP
12 8 (5.19%) SQL Server 2012
13 7 (4.55%) Azure SQL Database
14 6 (3.90%) Data Lake
14 6 (3.90%) NoSQL
14 6 (3.90%) SQL Server 2014
15 5 (3.25%) SQL Server 2016
Development Applications
1 12 (7.79%) Team Foundation Server
2 8 (5.19%) Visual Studio
3 4 (2.60%) SQL Server Management Studio (SSMS)
4 3 (1.95%) Jenkins
4 3 (1.95%) JIRA
5 1 (0.65%) Gatling
5 1 (0.65%) JMeter
5 1 (0.65%) Selenium
General
1 36 (23.38%) Finance
2 8 (5.19%) Telecoms
3 4 (2.60%) Local Government
3 4 (2.60%) Retail
4 3 (1.95%) Legal
5 2 (1.30%) Advertising
5 2 (1.30%) Automotive
5 2 (1.30%) Digital Economy
5 2 (1.30%) Financial Institution
5 2 (1.30%) Manufacturing
Job Titles
1 92 (59.74%) Developer
2 47 (30.52%) SQL Developer
3 33 (21.43%) Business Intelligence Developer
4 26 (16.88%) Architect
5 17 (11.04%) Analyst
5 17 (11.04%) DBA
5 17 (11.04%) SQL DBA
6 15 (9.74%) Data Architect
7 13 (8.44%) Business Intelligence Architect
7 13 (8.44%) SQL Server DBA
7 13 (8.44%) SQL Server Developer
8 12 (7.79%) Data Analyst
8 12 (7.79%) SQL BI Developer
8 12 (7.79%) Technical Architect
9 10 (6.49%) Integration Developer
10 9 (5.84%) Lead Developer
10 9 (5.84%) RPG Developer
11 8 (5.19%) Microsoft BI Developer
11 8 (5.19%) SQL Server BI Developer
12 7 (4.55%) Database Developer
Libraries, Frameworks & Software Standards
1 21 (13.64%) .NET
2 13 (8.44%) Middleware
3 9 (5.84%) EDI
4 7 (4.55%) HTML
5 6 (3.90%) HTML5
6 5 (3.25%) AngularJS
6 5 (3.25%) jQuery
6 5 (3.25%) Node.js
6 5 (3.25%) Twitter Bootstrap
7 4 (2.60%) .NET Framework
7 4 (2.60%) Entity Framework
7 4 (2.60%) MDX
8 3 (1.95%) Web Services
9 2 (1.30%) CSS
10 1 (0.65%) ASP.NET
10 1 (0.65%) CSS3
10 1 (0.65%) J2EE
10 1 (0.65%) Kafka
Miscellaneous
1 25 (16.23%) Management Information System
2 22 (14.29%) Analytical Skills
3 11 (7.14%) AS400
4 9 (5.84%) iSeries
5 6 (3.90%) Greenfield Project
6 5 (3.25%) Fintech
6 5 (3.25%) NHS
7 4 (2.60%) Replication
8 3 (1.95%) Self-Motivation
9 2 (1.30%) Data Structures
9 2 (1.30%) Taxonomies
10 1 (0.65%) Credit Risk
Operating Systems
1 3 (1.95%) Linux
1 3 (1.95%) Unix
Processes & Methodologies
1 89 (57.79%) Business Intelligence
2 38 (24.68%) Analytics
3 36 (23.38%) Agile Software Development
4 35 (22.73%) Data Modelling
5 25 (16.23%) Data Security
6 22 (14.29%) ETL Development
6 22 (14.29%) Technical Architecture
7 21 (13.64%) Data Development
8 20 (12.99%) Data Analysis
8 20 (12.99%) Decision-Making
9 18 (11.69%) Code Optimisation
9 18 (11.69%) SDLC
10 17 (11.04%) Continuous Delivery
10 17 (11.04%) Test Automation
11 16 (10.39%) Data Architecture
11 16 (10.39%) Data Management
11 16 (10.39%) SOA
11 16 (10.39%) Visualisation
12 15 (9.74%) Capacity Management
13 13 (8.44%) ITIL
Programming Languages
1 106 (68.83%) SQL
2 52 (33.77%) T-SQL
3 19 (12.34%) Java
4 12 (7.79%) VB
5 9 (5.84%) RPG
5 9 (5.84%) RPG IV
6 7 (4.55%) C#
6 7 (4.55%) JavaScript
6 7 (4.55%) PL/SQL
6 7 (4.55%) VBA
7 3 (1.95%) Shell Script
8 2 (1.30%) Python
9 1 (0.65%) C++
9 1 (0.65%) R
Qualifications
1 15 (9.74%) Degree
2 5 (3.25%) Computer Science Degree
2 5 (3.25%) Master's Degree
3 3 (1.95%) Security Cleared
4 2 (1.30%) ISEB
4 2 (1.30%) SC Cleared
5 1 (0.65%) ISEB Practitioner
Quality Assurance & Compliance
1 15 (9.74%) Data Quality
2 6 (3.90%) GDPR
2 6 (3.90%) QA
3 3 (1.95%) Cyber Essentials
System Software
1 5 (3.25%) Docker
Vendors
1 55 (35.71%) Tableau
2 36 (23.38%) Microsoft
3 29 (18.83%) Cognos
4 20 (12.99%) Alteryx
4 20 (12.99%) Oracle
5 16 (10.39%) Informatica
6 9 (5.84%) JD Edwards
7 8 (5.19%) Talend
8 7 (4.55%) Greenplum
8 7 (4.55%) IBM
8 7 (4.55%) Teradata
9 5 (3.25%) SAP
9 5 (3.25%) Xamarin
10 4 (2.60%) MicroStrategy
11 3 (1.95%) Aderant
12 2 (1.30%) Google
12 2 (1.30%) MuleSoft
12 2 (1.30%) Netezza
12 2 (1.30%) Vertica
13 1 (0.65%) Salesforce.com