Period
to 15 November 2018

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 15 November 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Birmingham
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 114 107 187
Rank change year-on-year -7 +80 -60
Permanent jobs citing ETL 81 96 35
As % of all permanent IT jobs advertised in Birmingham 2.23% 2.47% 0.73%
As % of the Processes & Methodologies category 2.45% 2.70% 0.81%
Number of salaries quoted 72 88 27
Birmingham median annual salary £45,000 £55,000 £40,000
Median salary % change year-on-year -18.18% +37.50% -20.00%
10th Percentile £30,125 £34,800 £30,200
90th Percentile £71,125 £72,375 £57,500
West Midlands median annual salary £45,000 £45,000 £41,000
% change year-on-year - +9.76% +0.92%

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 3,308 3,559 4,345
As % of all permanent IT jobs advertised in Birmingham 91.08% 91.68% 90.41%
Number of salaries quoted 2,349 2,812 3,195
Birmingham median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £75,000 £66,250 £67,500
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 15 November 2018.

Salary histogram for ETL in Birmingham

For the 6 months to 15 November 2018, 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 57 (70.37%) SQL
2 49 (60.49%) Business Intelligence
3 45 (55.56%) SQL Server Integration Services
4 43 (53.09%) SQL Server Reporting Services
5 37 (45.68%) Analytics
6 36 (44.44%) SQL Server
7 33 (40.74%) Data Warehouse
8 32 (39.51%) Power BI
9 28 (34.57%) Data Modelling
10 25 (30.86%) Agile Software Development
11 24 (29.63%) Microsoft
12 23 (28.40%) SQL Server Analysis Services
13 21 (25.93%) Microsoft Azure
14 19 (23.46%) T-SQL
14 19 (23.46%) Visualisation
15 17 (20.99%) Tableau
15 17 (20.99%) Decision-Making
16 16 (19.75%) Data Visualisation
16 16 (19.75%) Java
16 16 (19.75%) Microsoft Excel
16 16 (19.75%) Finance
17 13 (16.05%) Analytical Skills
17 13 (16.05%) SDLC
18 12 (14.81%) Project Management
18 12 (14.81%) Data Analysis
19 11 (13.58%) Management Information System
20 10 (12.35%) AS400
20 10 (12.35%) Data Management
20 10 (12.35%) Degree
20 10 (12.35%) BusinessObjects

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 (6.17%) Apache
2 4 (4.94%) Apache Spark
2 4 (4.94%) SharePoint
3 3 (3.70%) IIS
4 2 (2.47%) DNN
4 2 (2.47%) Oracle SOA Suite
4 2 (2.47%) Oracle Workflow
Applications
1 16 (19.75%) Microsoft Excel
2 5 (6.17%) Microsoft PowerPoint
3 4 (4.94%) MS Visio
Business Applications
1 2 (2.47%) Carpe Diem
1 2 (2.47%) Dynamics AX
1 2 (2.47%) Elite 3E
1 2 (2.47%) NetSuite
2 1 (1.23%) SAP S/4HANA
Cloud Services
1 21 (25.93%) Microsoft Azure
2 8 (9.88%) PaaS
3 7 (8.64%) Amazon AWS
4 6 (7.41%) Cloud Computing
4 6 (7.41%) IaaS
5 3 (3.70%) Slack
5 3 (3.70%) Trello
6 2 (2.47%) Office 365
6 2 (2.47%) SaaS
7 1 (1.23%) Google Analytics
7 1 (1.23%) Google Cloud Platform
Communications & Networking
1 2 (2.47%) FTP
Database & Business Intelligence
1 45 (55.56%) SQL Server Integration Services
2 43 (53.09%) SQL Server Reporting Services
3 36 (44.44%) SQL Server
4 33 (40.74%) Data Warehouse
5 32 (39.51%) Power BI
6 23 (28.40%) SQL Server Analysis Services
7 10 (12.35%) BusinessObjects
8 9 (11.11%) Big Data
9 8 (9.88%) Hadoop
9 8 (9.88%) QlikView
10 7 (8.64%) Relational Database
11 6 (7.41%) Data Lake
12 5 (6.17%) Data Mining
12 5 (6.17%) NoSQL
13 4 (4.94%) Spotfire
13 4 (4.94%) SQL Server 2008
13 4 (4.94%) SQL Server 2012
14 3 (3.70%) DTS
14 3 (3.70%) Oracle BI EE
14 3 (3.70%) Oracle BI Publisher
Development Applications
1 9 (11.11%) SQL Server Management Studio (SSMS)
2 6 (7.41%) Jenkins
2 6 (7.41%) Visual Studio
3 4 (4.94%) Team Foundation Server
4 3 (3.70%) Git (software)
4 3 (3.70%) JIRA
General
1 16 (19.75%) Finance
2 6 (7.41%) Telecoms
3 4 (4.94%) Local Government
3 4 (4.94%) Retail
4 3 (3.70%) Legal
5 2 (2.47%) Digital Economy
6 1 (1.23%) Financial Institution
6 1 (1.23%) Manufacturing
Job Titles
1 45 (55.56%) Developer
2 21 (25.93%) Business Intelligence Developer
3 15 (18.52%) SQL Developer
4 13 (16.05%) Analyst
5 9 (11.11%) Business Developer
5 9 (11.11%) SSIS Developer
6 8 (9.88%) Consultant
6 8 (9.88%) Integration Developer
6 8 (9.88%) RPG Developer
6 8 (9.88%) SSAS Developer
6 8 (9.88%) SSRS Developer
7 7 (8.64%) Architect
7 7 (8.64%) Data Analyst
8 5 (6.17%) Data Consultant
8 5 (6.17%) Data Warehouse Developer
9 4 (4.94%) Business Consultant
9 4 (4.94%) Business Intelligence Analyst
9 4 (4.94%) Data Architect
9 4 (4.94%) Data Engineer
9 4 (4.94%) Report Developer
Libraries, Frameworks & Software Standards
1 8 (9.88%) EDI
2 7 (8.64%) .NET
3 6 (7.41%) Middleware
4 3 (3.70%) HTML
4 3 (3.70%) HTML5
4 3 (3.70%) Kafka
5 2 (2.47%) AngularJS
5 2 (2.47%) jQuery
5 2 (2.47%) MDX
5 2 (2.47%) Node.js
5 2 (2.47%) Twitter Bootstrap
5 2 (2.47%) Web Services
6 1 (1.23%) CSS
6 1 (1.23%) CSS3
6 1 (1.23%) J2EE
6 1 (1.23%) Natural Language Processing
Miscellaneous
1 13 (16.05%) Analytical Skills
2 11 (13.58%) Management Information System
3 10 (12.35%) AS400
4 8 (9.88%) iSeries
5 7 (8.64%) Fintech
6 5 (6.17%) NHS
7 4 (4.94%) Self-Motivation
8 3 (3.70%) Enterprise Software
8 3 (3.70%) Greenfield Project
9 2 (2.47%) Taxonomies
10 1 (1.23%) Algorithms
10 1 (1.23%) Computer Science
10 1 (1.23%) Credit Risk
Processes & Methodologies
1 49 (60.49%) Business Intelligence
2 37 (45.68%) Analytics
3 28 (34.57%) Data Modelling
4 25 (30.86%) Agile Software Development
5 19 (23.46%) Visualisation
6 17 (20.99%) Decision-Making
7 16 (19.75%) Data Visualisation
8 13 (16.05%) SDLC
9 12 (14.81%) Data Analysis
9 12 (14.81%) Project Management
10 10 (12.35%) Data Management
10 10 (12.35%) ETL Development
11 9 (11.11%) Business Continuity
11 9 (11.11%) ITIL
12 8 (9.88%) EAI
12 8 (9.88%) ERP
12 8 (9.88%) SOA
12 8 (9.88%) TOGAF
12 8 (9.88%) Validation
12 8 (9.88%) Workflow
Programming Languages
1 57 (70.37%) SQL
2 19 (23.46%) T-SQL
3 16 (19.75%) Java
4 10 (12.35%) VB
5 8 (9.88%) RPG
5 8 (9.88%) RPG IV
6 7 (8.64%) PL/SQL
6 7 (8.64%) VBA
7 6 (7.41%) Python
8 4 (4.94%) R
9 3 (3.70%) C#
10 2 (2.47%) JavaScript
11 1 (1.23%) C++
11 1 (1.23%) Scala
Qualifications
1 10 (12.35%) Degree
2 4 (4.94%) Master's Degree
3 1 (1.23%) Computer Science Degree
3 1 (1.23%) ISEB
Quality Assurance & Compliance
1 4 (4.94%) Data Quality
1 4 (4.94%) GDPR
1 4 (4.94%) QA
System Software
1 2 (2.47%) Docker
Vendors
1 24 (29.63%) Microsoft
2 17 (20.99%) Tableau
3 10 (12.35%) Oracle
4 8 (9.88%) Informatica
4 8 (9.88%) JD Edwards
5 6 (7.41%) SAP
5 6 (7.41%) Talend
6 5 (6.17%) Cognos
6 5 (6.17%) IBM
7 4 (4.94%) MicroStrategy
8 3 (3.70%) Cloudera
8 3 (3.70%) Logi
8 3 (3.70%) Logi Analytics
8 3 (3.70%) Sybase
9 2 (2.47%) Aderant
9 2 (2.47%) MuleSoft
9 2 (2.47%) Xamarin
10 1 (1.23%) Google
10 1 (1.23%) OutSystems
10 1 (1.23%) Salesforce.com