Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the East 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 150 101 111
Rank change year-on-year -49 +10 +4
Permanent jobs citing ETL 86 147 156
As % of all permanent IT jobs advertised in the East Midlands 1.70% 2.63% 2.41%
As % of the Processes & Methodologies category 1.87% 2.95% 2.69%
Number of salaries quoted 71 121 126
East Midlands median annual salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.56% - -
10th Percentile £30,500 £32,500 £33,250
90th Percentile £65,000 £68,750 £55,000
England median annual salary £52,500 £50,000 £52,500
% change year-on-year +5.00% -4.76% -2.78%

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 East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Permanent vacancies with a requirement for process or methodology skills 4,602 4,990 5,810
As % of all permanent IT jobs advertised in the East Midlands 91.00% 89.19% 89.65%
Number of salaries quoted 3,827 4,026 4,638
East Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,250 £25,375 £24,000
90th Percentile £65,000 £62,000 £60,000
England median annual salary £50,000 £50,000 £50,000

ETL
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for ETL in the East Midlands

ETL
Salary Trend in the East Midlands

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

Salary trend for ETL in the East Midlands

ETL
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing ETL in the East Midlands over the 6 months to 22 July 2018.

Salary histogram for ETL in the East Midlands

ETL
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the East Midlands region over the 6 months to 22 July 2018. 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
Nottinghamshire -5 33 £43,000 -4.44% 10
Derbyshire -1 17 £42,500 -15.00% 4
Northamptonshire -39 13 £48,500 +21.25% 4
Leicestershire +1 12 £42,000 -11.58% 12
Lincolnshire -1 5 £31,500 -10.00%
ETL
England

For the 6 months to 22 July 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 East Midlands region with a requirement for ETL.

1 67 (77.91%) Business Intelligence
2 63 (73.26%) SQL
3 59 (68.60%) Data Warehouse
4 54 (62.79%) SQL Server
5 51 (59.30%) SQL Server Integration Services
6 46 (53.49%) SQL Server Analysis Services
7 45 (52.33%) SQL Server Reporting Services
8 36 (41.86%) Agile Software Development
9 34 (39.53%) Microsoft
10 31 (36.05%) T-SQL
11 28 (32.56%) Power BI
12 20 (23.26%) Tableau
13 19 (22.09%) Retail
14 18 (20.93%) Visualisation
15 16 (18.60%) Analytics
15 16 (18.60%) C#
15 16 (18.60%) .NET
16 14 (16.28%) Scrum
17 13 (15.12%) Dimensional Modelling
17 13 (15.12%) Relational Database
17 13 (15.12%) Analytical Skills
18 12 (13.95%) Amazon AWS
18 12 (13.95%) Big Data
19 11 (12.79%) Hadoop
19 11 (12.79%) OLAP
19 11 (12.79%) Visual Studio
19 11 (12.79%) Java
19 11 (12.79%) MDX
20 10 (11.63%) Microsoft Analysis Services
20 10 (11.63%) Data Modelling

ETL
Co-occurring IT Skills in the East 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 7 (8.14%) SAS
2 6 (6.98%) Apache Spark
3 3 (3.49%) SharePoint
4 1 (1.16%) IIS
4 1 (1.16%) PowerExchange
Applications
1 5 (5.81%) Microsoft Excel
2 3 (3.49%) Microsoft PowerPoint
3 2 (2.33%) Microsoft Office
Business Applications
1 2 (2.33%) Dynamics AX
2 1 (1.16%) NetSuite
Cloud Services
1 12 (13.95%) Amazon AWS
2 10 (11.63%) Microsoft Azure
3 2 (2.33%) Amazon S3
3 2 (2.33%) Google Cloud Platform
3 2 (2.33%) IBM Cloud
3 2 (2.33%) Office 365
4 1 (1.16%) Cloud Computing
Database & Business Intelligence
1 59 (68.60%) Data Warehouse
2 54 (62.79%) SQL Server
3 51 (59.30%) SQL Server Integration Services
4 46 (53.49%) SQL Server Analysis Services
5 45 (52.33%) SQL Server Reporting Services
6 28 (32.56%) Power BI
7 13 (15.12%) Relational Database
8 12 (13.95%) Big Data
9 11 (12.79%) Hadoop
9 11 (12.79%) OLAP
10 10 (11.63%) Microsoft Analysis Services
10 10 (11.63%) OLAP Cube
11 8 (9.30%) PostgreSQL
11 8 (9.30%) SQL Server 2012
12 7 (8.14%) SQL Server 2014
13 6 (6.98%) Enterprise Data Warehouse
14 5 (5.81%) SQL Server 2016
15 3 (3.49%) Azure SQL Database
15 3 (3.49%) QlikView
16 2 (2.33%) Star Schema
Development Applications
1 11 (12.79%) Visual Studio
2 9 (10.47%) Team Foundation Server
3 3 (3.49%) JIRA
4 1 (1.16%) AppVeyor
4 1 (1.16%) Git (software)
4 1 (1.16%) Jenkins
4 1 (1.16%) Mercurial
4 1 (1.16%) Visual Studio Team System
General
1 19 (22.09%) Retail
2 8 (9.30%) Finance
3 7 (8.14%) Banking
4 3 (3.49%) Legal
4 3 (3.49%) Manufacturing
5 2 (2.33%) Corporate Banking
5 2 (2.33%) Law
6 1 (1.16%) Games
Job Titles
1 53 (61.63%) Developer
2 32 (37.21%) Business Intelligence Developer
3 13 (15.12%) Analyst
4 11 (12.79%) SQL Developer
5 10 (11.63%) Business Developer
5 10 (11.63%) Data Engineer
6 8 (9.30%) Data Warehouse Developer
6 8 (9.30%) ETL Developer
7 7 (8.14%) Senior Developer
7 7 (8.14%) SSIS Developer
7 7 (8.14%) SSRS Developer
8 6 (6.98%) Senior Business Intelligence Developer
8 6 (6.98%) SQL BI Developer
9 5 (5.81%) SSAS Developer
10 4 (4.65%) Big Data Engineer
10 4 (4.65%) Business Intelligence Analyst
10 4 (4.65%) Cloud Engineer
10 4 (4.65%) Designer
10 4 (4.65%) Migration Analyst
10 4 (4.65%) Power BI Developer
Libraries, Frameworks & Software Standards
1 16 (18.60%) .NET
2 11 (12.79%) MDX
3 7 (8.14%) Web Services
4 4 (4.65%) ASP.NET
4 4 (4.65%) XML
5 3 (3.49%) JSON
6 2 (2.33%) ASP.NET MVC
6 2 (2.33%) CSS
6 2 (2.33%) HTML
7 1 (1.16%) AngularJS
7 1 (1.16%) ASP.NET MVC 5
7 1 (1.16%) ASP.NET Web API
7 1 (1.16%) Entity Framework
7 1 (1.16%) HTML5
7 1 (1.16%) jQuery
7 1 (1.16%) Kafka
7 1 (1.16%) LESS
7 1 (1.16%) Ninject
7 1 (1.16%) RESTful
7 1 (1.16%) Unity DI Container
Miscellaneous
1 13 (15.12%) Analytical Skills
2 10 (11.63%) Greenfield Project
3 7 (8.14%) Computer Science
4 4 (4.65%) EPoS
4 4 (4.65%) FMCG
5 2 (2.33%) Credit Risk
5 2 (2.33%) Data Structures
6 1 (1.16%) Analytical Mindset
6 1 (1.16%) Fintech
6 1 (1.16%) NHS
6 1 (1.16%) Private Cloud
6 1 (1.16%) Replication
6 1 (1.16%) Virtual Team
Operating Systems
1 3 (3.49%) Unix
2 1 (1.16%) Linux
2 1 (1.16%) Red Hat Enterprise Linux
2 1 (1.16%) Windows
Processes & Methodologies
1 67 (77.91%) Business Intelligence
2 36 (41.86%) Agile Software Development
3 18 (20.93%) Visualisation
4 16 (18.60%) Analytics
5 14 (16.28%) Scrum
6 13 (15.12%) Dimensional Modelling
7 10 (11.63%) Data Modelling
7 10 (11.63%) Performance Tuning
8 9 (10.47%) Business Analysis
8 9 (10.47%) Kimball Methodology
9 8 (9.30%) Problem-Solving
9 8 (9.30%) TDD
10 7 (8.14%) Actionable Insight
10 7 (8.14%) Migration
11 6 (6.98%) BDD
11 6 (6.98%) Customer Insight
11 6 (6.98%) Data Architecture
11 6 (6.98%) Data Governance
11 6 (6.98%) Stakeholder Management
12 5 (5.81%) Workflow
Programming Languages
1 63 (73.26%) SQL
2 31 (36.05%) T-SQL
3 16 (18.60%) C#
4 11 (12.79%) Java
5 9 (10.47%) Python
6 6 (6.98%) Data Analysis Expressions (DAX)
7 5 (5.81%) PL/SQL
8 3 (3.49%) Scala
9 2 (2.33%) JavaScript
9 2 (2.33%) VBA
10 1 (1.16%) Java 8
10 1 (1.16%) Shell Script
10 1 (1.16%) VB.NET
Qualifications
1 2 (2.33%) Degree
2 1 (1.16%) Microsoft Certification
Quality Assurance & Compliance
1 8 (9.30%) Data Quality
2 5 (5.81%) GDPR
3 1 (1.16%) PMO
Systems Management
1 1 (1.16%) Ansible
1 1 (1.16%) Opscode Chef
1 1 (1.16%) Puppet
1 1 (1.16%) Systems Management Server (SMS)
Vendors
1 34 (39.53%) Microsoft
2 20 (23.26%) Tableau
3 10 (11.63%) Informatica
4 8 (9.30%) Oracle
5 4 (4.65%) Ab Initio
6 3 (3.49%) Google
6 3 (3.49%) SAP
6 3 (3.49%) Teradata
7 2 (2.33%) Cloudera
7 2 (2.33%) Cognos
7 2 (2.33%) MapR
7 2 (2.33%) Talend
8 1 (1.16%) Alteryx
8 1 (1.16%) JD Edwards
8 1 (1.16%) Red Hat
8 1 (1.16%) SaltStack