Period
to 25 September 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 25 September 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
West Midlands > Birmingham
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 119 124 164
Rank change year-on-year +5 +40 -32
Permanent jobs citing ETL 75 77 45
As % of all permanent IT jobs advertised in Birmingham 1.99% 2.01% 0.94%
As % of the Processes & Methodologies category 2.20% 2.19% 1.05%
Number of salaries quoted 71 71 35
Birmingham median annual salary £42,500 £45,000 £41,162
Median salary % change year-on-year -5.56% +9.32% -25.16%
10th Percentile £31,250 £30,000 £34,000
90th Percentile £72,500 £70,000 £54,000
West Midlands median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% -

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 3,413 3,522 4,302
As % of all permanent IT jobs advertised in Birmingham 90.67% 91.91% 90.17%
Number of salaries quoted 2,424 2,836 3,166
Birmingham median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £27,500 £25,750
90th Percentile £72,500 £65,000 £68,750
West Midlands median annual salary £44,000 £40,000 £40,000
% change year-on-year +10.00% - -

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 25 September 2018.

Salary histogram for ETL in Birmingham

For the 6 months to 25 September 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 44 (58.67%) SQL
1 44 (58.67%) Business Intelligence
2 40 (53.33%) SQL Server Integration Services
3 38 (50.67%) SQL Server Reporting Services
4 31 (41.33%) Analytics
5 29 (38.67%) SQL Server
6 24 (32.00%) Data Warehouse
7 23 (30.67%) SQL Server Analysis Services
8 20 (26.67%) Data Modelling
8 20 (26.67%) Power BI
9 19 (25.33%) Visualisation
10 17 (22.67%) Microsoft Azure
10 17 (22.67%) Data Visualisation
10 17 (22.67%) Microsoft
10 17 (22.67%) T-SQL
10 17 (22.67%) Agile Software Development
11 14 (18.67%) Finance
11 14 (18.67%) Big Data
12 12 (16.00%) Hadoop
12 12 (16.00%) Microsoft Excel
13 11 (14.67%) Project Management
14 10 (13.33%) Tableau
15 9 (12.00%) Apache Spark
15 9 (12.00%) Data Transformation
15 9 (12.00%) SQL Server Management Studio (SSMS)
15 9 (12.00%) Apache
15 9 (12.00%) Degree
16 8 (10.67%) Computer Science
16 8 (10.67%) Python
16 8 (10.67%) Salesforce.com

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 9 (12.00%) Apache
1 9 (12.00%) Apache Spark
2 3 (4.00%) IIS
3 1 (1.33%) Apache Pig
3 1 (1.33%) DNN
3 1 (1.33%) Elasticsearch
3 1 (1.33%) SharePoint
Applications
1 12 (16.00%) Microsoft Excel
2 4 (5.33%) Microsoft PowerPoint
3 3 (4.00%) MS Visio
Business Applications
1 1 (1.33%) SAP S/4HANA
Cloud Services
1 17 (22.67%) Microsoft Azure
2 7 (9.33%) PaaS
3 5 (6.67%) Cloud Computing
3 5 (6.67%) Force.com
3 5 (6.67%) IaaS
4 4 (5.33%) Amazon AWS
5 2 (2.67%) SaaS
6 1 (1.33%) AWS Lambda
6 1 (1.33%) Google Cloud Platform
6 1 (1.33%) Serverless
Communications & Networking
1 1 (1.33%) FTP
1 1 (1.33%) SMS
Database & Business Intelligence
1 40 (53.33%) SQL Server Integration Services
2 38 (50.67%) SQL Server Reporting Services
3 29 (38.67%) SQL Server
4 24 (32.00%) Data Warehouse
5 23 (30.67%) SQL Server Analysis Services
6 20 (26.67%) Power BI
7 14 (18.67%) Big Data
8 12 (16.00%) Hadoop
9 8 (10.67%) BusinessObjects
10 7 (9.33%) SQL Server 2012
11 6 (8.00%) QlikView
11 6 (8.00%) Relational Database
12 5 (6.67%) Data Mining
13 4 (5.33%) Spotfire
13 4 (5.33%) SQL Server 2008
14 3 (4.00%) DTS
14 3 (4.00%) Enterprise Data Warehouse
14 3 (4.00%) SQL Anywhere
15 2 (2.67%) Apache Hive
15 2 (2.67%) Qlik Sense
Development Applications
1 9 (12.00%) SQL Server Management Studio (SSMS)
2 6 (8.00%) Git (software)
2 6 (8.00%) Jenkins
3 3 (4.00%) Visual Studio
4 2 (2.67%) Team Foundation Server
5 1 (1.33%) Bitbucket
5 1 (1.33%) JUnit
5 1 (1.33%) Maven
5 1 (1.33%) TestNG
General
1 14 (18.67%) Finance
2 4 (5.33%) Local Government
3 2 (2.67%) Retail
4 1 (1.33%) Financial Institution
4 1 (1.33%) Legal
4 1 (1.33%) Manufacturing
Job Titles
1 33 (44.00%) Developer
2 15 (20.00%) Business Intelligence Developer
3 14 (18.67%) Analyst
4 10 (13.33%) Architect
5 8 (10.67%) Data Engineer
5 8 (10.67%) Senior Developer
5 8 (10.67%) Test Analyst
6 7 (9.33%) Salesforce Developer
7 6 (8.00%) Business Developer
7 6 (8.00%) SSAS Developer
7 6 (8.00%) SSIS Developer
7 6 (8.00%) SSRS Developer
8 5 (6.67%) Consultant
8 5 (6.67%) Data Warehouse Developer
8 5 (6.67%) Hadoop Engineer
8 5 (6.67%) Senior Salesforce Developer
8 5 (6.67%) SQL Developer
9 4 (5.33%) Salesforce Architect
9 4 (5.33%) Senior Architect
9 4 (5.33%) Senior Salesforce Architect
Libraries, Frameworks & Software Standards
1 7 (9.33%) Visualforce
2 5 (6.67%) Kafka
2 5 (6.67%) Web Services
3 4 (5.33%) .NET
4 3 (4.00%) HTML
4 3 (4.00%) HTML5
5 2 (2.67%) AngularJS
5 2 (2.67%) jQuery
5 2 (2.67%) Natural Language Processing
5 2 (2.67%) Node.js
5 2 (2.67%) Twitter Bootstrap
6 1 (1.33%) Akka
6 1 (1.33%) CSS
6 1 (1.33%) CSS3
6 1 (1.33%) J2EE
6 1 (1.33%) Lucene
6 1 (1.33%) Play Framework
6 1 (1.33%) Samza
Miscellaneous
1 8 (10.67%) Computer Science
2 7 (9.33%) Fintech
3 5 (6.67%) Analytical Skills
4 3 (4.00%) Enterprise Software
4 3 (4.00%) Self-Motivation
5 2 (2.67%) Algorithms
5 2 (2.67%) AS400
5 2 (2.67%) Management Information System
6 1 (1.33%) Credit Risk
6 1 (1.33%) Greenfield Project
6 1 (1.33%) NHS
6 1 (1.33%) User Experience
Processes & Methodologies
1 44 (58.67%) Business Intelligence
2 31 (41.33%) Analytics
3 20 (26.67%) Data Modelling
4 19 (25.33%) Visualisation
5 17 (22.67%) Agile Software Development
5 17 (22.67%) Data Visualisation
6 11 (14.67%) Project Management
7 9 (12.00%) Data Transformation
8 7 (9.33%) ETL Development
9 6 (8.00%) Continuous Integration
9 6 (8.00%) Data Architecture
10 5 (6.67%) Data Analysis
10 5 (6.67%) Data Analytics
10 5 (6.67%) Data Management
10 5 (6.67%) Dimensional Modelling
10 5 (6.67%) Kimball Methodology
10 5 (6.67%) Migration
10 5 (6.67%) Open Source
10 5 (6.67%) TOGAF
10 5 (6.67%) Validation
Programming Languages
1 44 (58.67%) SQL
2 17 (22.67%) T-SQL
3 8 (10.67%) Python
4 7 (9.33%) Apex Code
4 7 (9.33%) Java
5 6 (8.00%) R
6 3 (4.00%) PL/SQL
6 3 (4.00%) Scala
6 3 (4.00%) VBA
7 2 (2.67%) JavaScript
8 1 (1.33%) C++
8 1 (1.33%) Ruby
8 1 (1.33%) VB
Qualifications
1 9 (12.00%) Degree
2 4 (5.33%) Computer Science Degree
2 4 (5.33%) Master's Degree
3 2 (2.67%) CIPD
4 1 (1.33%) ISEB
4 1 (1.33%) PhD
Quality Assurance & Compliance
1 4 (5.33%) QA
2 3 (4.00%) GDPR
3 1 (1.33%) Data Quality
System Software
1 2 (2.67%) Docker
2 1 (1.33%) Apache ZooKeeper
2 1 (1.33%) HDFS
Systems Management
1 1 (1.33%) Hadoop YARN
Vendors
1 17 (22.67%) Microsoft
2 10 (13.33%) Tableau
3 8 (10.67%) Salesforce.com
4 7 (9.33%) SAP
4 7 (9.33%) Talend
5 5 (6.67%) Cloudera
6 4 (5.33%) Cognos
6 4 (5.33%) MicroStrategy
7 3 (4.00%) IBM
7 3 (4.00%) Logi
7 3 (4.00%) Logi Analytics
7 3 (4.00%) Oracle
7 3 (4.00%) Sybase
8 2 (2.67%) Informatica
8 2 (2.67%) Xamarin
9 1 (1.33%) OutSystems
9 1 (1.33%) Vertica