Period
to 16 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 16 February 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Birmingham
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 97 66 162
Rank change year-on-year -31 +96 -70
Permanent jobs citing ETL 91 145 42
As % of all permanent IT jobs advertised in Birmingham 2.79% 3.95% 1.01%
As % of the Processes & Methodologies category 3.04% 4.29% 1.10%
Number of salaries quoted 66 129 36
Birmingham median annual salary £50,000 £57,500 £42,125
Median salary % change year-on-year -13.04% +36.50% -6.39%
10th Percentile £28,125 £37,500 £25,000
90th Percentile £67,500 £75,000 £56,250
West Midlands median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% -

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 Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 2,993 3,383 3,835
As % of all permanent IT jobs advertised in Birmingham 91.92% 92.18% 92.57%
Number of salaries quoted 2,070 2,497 2,877
Birmingham median annual salary £47,500 £45,000 £43,500
Median salary % change year-on-year +5.56% +3.45% +2.35%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £76,250 £70,000 £66,250
West Midlands median annual salary £45,000 £42,000 £40,500
% change year-on-year +7.14% +3.70% -3.57%

ETL
Job Vacancy Trend in Birmingham

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

Job vacancy trend for ETL in Birmingham

ETL
Salary Trend in Birmingham

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

Salary trend for ETL in Birmingham

ETL
Salary Histogram in Birmingham

The salary distribution of IT jobs citing ETL in Birmingham over the 6 months to 16 February 2019.

Salary histogram for ETL in Birmingham

For the 6 months to 16 February 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 Birmingham region with a requirement for ETL.

1 62 (68.13%) Business Intelligence
2 49 (53.85%) SQL
3 38 (41.76%) Finance
4 33 (36.26%) SQL Server
5 32 (35.16%) Agile Software Development
6 31 (34.07%) SQL Server Integration Services
6 31 (34.07%) Technical Architecture
7 30 (32.97%) Data Warehouse
8 27 (29.67%) SQL Server Reporting Services
9 26 (28.57%) Microsoft
9 26 (28.57%) Analytics
10 25 (27.47%) Power BI
11 24 (26.37%) Data Modelling
12 23 (25.27%) Analytical Skills
13 21 (23.08%) SOA
14 20 (21.98%) ETL Development
15 18 (19.78%) Tableau
15 18 (19.78%) Middleware
16 17 (18.68%) Waterfall
17 16 (17.58%) SQL Server Analysis Services
17 16 (17.58%) Data Architecture
17 16 (17.58%) Visualisation
17 16 (17.58%) .NET
17 16 (17.58%) Decision-Making
18 15 (16.48%) T-SQL
19 14 (15.38%) ITIL
19 14 (15.38%) Data Analysis
20 13 (14.29%) Java
20 13 (14.29%) QlikView
20 13 (14.29%) Degree

ETL
Co-occurring IT Skills in Birmingham 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 (5.49%) SharePoint
2 4 (4.40%) SAS
3 3 (3.30%) Oracle SOA Suite
4 2 (2.20%) DNN
4 2 (2.20%) Oracle Workflow
5 1 (1.10%) Apache
Applications
1 9 (9.89%) Microsoft Excel
2 2 (2.20%) Microsoft PowerPoint
2 2 (2.20%) MS Visio
3 1 (1.10%) ArchiCAD
3 1 (1.10%) AutoCAD
3 1 (1.10%) MicroStation
3 1 (1.10%) Revit
Business Applications
1 3 (3.30%) Carpe Diem
1 3 (3.30%) Elite 3E
2 2 (2.20%) Dynamics AX
2 2 (2.20%) NetSuite
3 1 (1.10%) Cognos Controller
3 1 (1.10%) Cognos TM1
Cloud Services
1 11 (12.09%) Microsoft Azure
2 4 (4.40%) Amazon AWS
2 4 (4.40%) PaaS
3 3 (3.30%) Cloud Computing
3 3 (3.30%) IaaS
3 3 (3.30%) Slack
3 3 (3.30%) Trello
4 2 (2.20%) Office 365
5 1 (1.10%) Google Analytics
5 1 (1.10%) Google Cloud Platform
5 1 (1.10%) SaaS
Communications & Networking
1 5 (5.49%) Internet
2 2 (2.20%) FTP
Database & Business Intelligence
1 33 (36.26%) SQL Server
2 31 (34.07%) SQL Server Integration Services
3 30 (32.97%) Data Warehouse
4 27 (29.67%) SQL Server Reporting Services
5 25 (27.47%) Power BI
6 16 (17.58%) SQL Server Analysis Services
7 13 (14.29%) QlikView
8 9 (9.89%) Relational Database
9 8 (8.79%) BusinessObjects
10 7 (7.69%) NoSQL
11 6 (6.59%) Data Lake
11 6 (6.59%) Qlik Sense
12 5 (5.49%) Microsoft Analysis Services
13 4 (4.40%) Big Data
13 4 (4.40%) Data Mining
13 4 (4.40%) SQL Server 2012
13 4 (4.40%) Text Mining
14 3 (3.30%) Oracle BI EE
14 3 (3.30%) Oracle BI Publisher
14 3 (3.30%) Spotfire
Development Applications
1 7 (7.69%) Visual Studio
2 6 (6.59%) Team Foundation Server
3 4 (4.40%) JIRA
4 3 (3.30%) Jenkins
5 2 (2.20%) SQL Server Management Studio (SSMS)
6 1 (1.10%) Gatling
6 1 (1.10%) JMeter
6 1 (1.10%) Selenium
General
1 38 (41.76%) Finance
2 12 (13.19%) Telecoms
3 7 (7.69%) Legal
4 6 (6.59%) General Ledger
5 3 (3.30%) Local Government
5 3 (3.30%) Retail
6 2 (2.20%) Digital Economy
6 2 (2.20%) Financial Institution
7 1 (1.10%) Manufacturing
Job Titles
1 42 (46.15%) Developer
2 27 (29.67%) Architect
3 19 (20.88%) Business Intelligence Architect
4 18 (19.78%) Data Architect
5 17 (18.68%) Technical Architect
6 14 (15.38%) Business Intelligence Developer
7 13 (14.29%) SQL Developer
8 9 (9.89%) Integration Developer
8 9 (9.89%) RPG Developer
9 8 (8.79%) Analyst
9 8 (8.79%) Consultant
10 6 (6.59%) Data Analyst
11 5 (5.49%) Business Developer
11 5 (5.49%) QlikView Developer
11 5 (5.49%) SSIS Developer
12 4 (4.40%) Forensic Manager
12 4 (4.40%) Report Developer
12 4 (4.40%) SSAS Developer
12 4 (4.40%) SSRS Developer
13 3 (3.30%) Data Consultant
Libraries, Frameworks & Software Standards
1 18 (19.78%) Middleware
2 16 (17.58%) .NET
3 9 (9.89%) EDI
4 6 (6.59%) MDX
5 2 (2.20%) HTML
5 2 (2.20%) Web Services
6 1 (1.10%) AngularJS
6 1 (1.10%) ASP.NET
6 1 (1.10%) CSS
6 1 (1.10%) HTML5
6 1 (1.10%) jQuery
6 1 (1.10%) Node.js
6 1 (1.10%) ODBC
6 1 (1.10%) Twitter Bootstrap
Miscellaneous
1 23 (25.27%) Analytical Skills
2 11 (12.09%) AS400
2 11 (12.09%) Management Information System
3 9 (9.89%) iSeries
4 5 (5.49%) NHS
5 3 (3.30%) Fintech
5 3 (3.30%) Self-Motivation
6 2 (2.20%) Greenfield Project
6 2 (2.20%) Taxonomies
7 1 (1.10%) Data Structures
Operating Systems
1 1 (1.10%) Windows
Processes & Methodologies
1 62 (68.13%) Business Intelligence
2 32 (35.16%) Agile Software Development
3 31 (34.07%) Technical Architecture
4 26 (28.57%) Analytics
5 24 (26.37%) Data Modelling
6 21 (23.08%) SOA
7 20 (21.98%) ETL Development
8 17 (18.68%) Waterfall
9 16 (17.58%) Data Architecture
9 16 (17.58%) Decision-Making
9 16 (17.58%) Visualisation
10 14 (15.38%) Data Analysis
10 14 (15.38%) ITIL
11 13 (14.29%) Data Visualisation
11 13 (14.29%) SDLC
12 11 (12.09%) Data Analytics
12 11 (12.09%) Disaster Recovery
12 11 (12.09%) Information Management
12 11 (12.09%) Line Management
13 10 (10.99%) ERP
Programming Languages
1 49 (53.85%) SQL
2 15 (16.48%) T-SQL
3 13 (14.29%) Java
4 12 (13.19%) VB
5 9 (9.89%) RPG
5 9 (9.89%) RPG IV
6 6 (6.59%) PL/SQL
6 6 (6.59%) Python
6 6 (6.59%) VBA
7 5 (5.49%) R
8 4 (4.40%) C#
9 2 (2.20%) JavaScript
Qualifications
1 13 (14.29%) Degree
2 7 (7.69%) Security Cleared
3 5 (5.49%) Computer Science Degree
3 5 (5.49%) SC Cleared
4 3 (3.30%) Master's Degree
5 1 (1.10%) BPSS Clearance
5 1 (1.10%) ISEB
5 1 (1.10%) ISTQB
Quality Assurance & Compliance
1 9 (9.89%) Data Quality
2 3 (3.30%) QA
3 2 (2.20%) GDPR
System Software
1 1 (1.10%) Docker
Vendors
1 26 (28.57%) Microsoft
2 18 (19.78%) Tableau
3 12 (13.19%) Oracle
4 9 (9.89%) JD Edwards
5 8 (8.79%) IBM
6 7 (7.69%) Cognos
6 7 (7.69%) Informatica
7 4 (4.40%) Alteryx
7 4 (4.40%) SAP
8 3 (3.30%) Aderant
8 3 (3.30%) MicroStrategy
9 2 (2.20%) MuleSoft
9 2 (2.20%) Talend
10 1 (1.10%) Birst
10 1 (1.10%) Google
10 1 (1.10%) Xamarin