The table below looks at the statistics for ETL skills in IT jobs advertised for the East Midlands region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / East Midlands
Rank 91 94 66
Rank change year-on-year
+3 -28
Permanent jobs citing ETL 69 73 118
As % of all permanent IT jobs located in the East Midlands 2.39% 2.31% 3.67%
As % of the Processes & Methodologies category 2.71% 2.62% 4.30%
Number of salaries quoted 67 56 93
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £35,000 £37,750 £35,100
10% offered a salary of more than £53,000 £54,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the East Midlands region.

Processes & Methodologies Category
East Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
2545 2791 2745
As % of all permanent IT jobs located in the East Midlands 88.09% 88.16% 85.30%
Number of salaries quoted 2088 2126 2286
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in the East Midlands

The demand trend of job ads across the East Midlands region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend 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 across the East Midlands region.

ETL Salary Trend in the East Midlands

ETL
Salary Histogram in the East Midlands

This chart provides a salary histogram for IT jobs citing ETL across the East Midlands region over the 3 months to 23 January 2017.

ETL Salary Histogram 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 3 months to 23 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire -2 34 £42,500 -15.00% 3
Northamptonshire +23 28 £50,000 +25.00% 2
Derbyshire +1 4 £75,000 +38.88%
ETL
England

ETL
Top 30 Related IT Skills in the East Midlands

For the 6 months to 23 January 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East Midlands region with a requirement for ETL.

1 91 (67.91%) SQL
2 90 (67.16%) Data Warehouse
3 87 (64.93%) SQL Server Integration Services
4 84 (62.69%) Business Intelligence
5 82 (61.19%) SQL Server
6 61 (45.52%) Agile Software Development
7 59 (44.03%) T-SQL
8 40 (29.85%) SQL Server Analysis Services
9 39 (29.10%) Degree
10 38 (28.36%) SQL Server 2012
11 37 (27.61%) SQL Server Reporting Services
12 30 (22.39%) SQL Server 2014
12 30 (22.39%) SQL Server 2016
13 28 (20.90%) Microsoft
14 22 (16.42%) SAP
14 22 (16.42%) Continuous Improvement
15 21 (15.67%) Performance Tuning
15 21 (15.67%) Systems Analysis
16 20 (14.93%) C#
17 19 (14.18%) Analytical Skills
18 17 (12.69%) Power BI
18 17 (12.69%) Oracle
19 16 (11.94%) SAPscript
19 16 (11.94%) ABAP
19 16 (11.94%) SAP Smart Forms
19 16 (11.94%) SAP XI
19 16 (11.94%) SAP ALE
19 16 (11.94%) SAP PI
20 15 (11.19%) Continuous Integration
21 14 (10.45%) MS Excel

ETL
Top Related 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 4 (2.99%) Oracle SOA Suite
1 4 (2.99%) Oracle Workflow
1 4 (2.99%) WebLogic
2 2 (1.49%) SharePoint
3 1 (0.75%) BizTalk Server
3 1 (0.75%) SAS
3 1 (0.75%) SharePoint 2013
3 1 (0.75%) SharePoint Server
3 1 (0.75%) WebSphere
Applications
1 14 (10.45%) MS Excel
2 2 (1.49%) MS Office
Business Applications
1 4 (2.99%) Oracle BPM
2 1 (0.75%) Salesforce.com CRM
2 1 (0.75%) SAP ERP
Cloud Services
1 4 (2.99%) Microsoft Azure
Communications & Networking
1 1 (0.75%) SAN
Database & Business Intelligence
1 90 (67.16%) Data Warehouse
2 87 (64.93%) SQL Server Integration Services
3 82 (61.19%) SQL Server
4 40 (29.85%) SQL Server Analysis Services
5 38 (28.36%) SQL Server 2012
6 37 (27.61%) SQL Server Reporting Services
7 30 (22.39%) SQL Server 2014
7 30 (22.39%) SQL Server 2016
8 17 (12.69%) Power BI
9 9 (6.72%) Relational Database
10 8 (5.97%) Big Data
10 8 (5.97%) QlikView
10 8 (5.97%) SQL Server 2008
11 6 (4.48%) Microsoft Analysis Services
11 6 (4.48%) NoSQL
12 4 (2.99%) PowerCenter
12 4 (2.99%) PowerPivot
13 3 (2.24%) DTS
14 2 (1.49%) OLAP
14 2 (1.49%) Star Schema
Development Applications
1 8 (5.97%) SQL Server Management Studio (SSMS)
2 6 (4.48%) MSTest
2 6 (4.48%) SpecFlow
3 3 (2.24%) AppVeyor
3 3 (2.24%) Git (software)
3 3 (2.24%) Jenkins
3 3 (2.24%) Mercurial
4 1 (0.75%) Team Foundation Server
4 1 (0.75%) Visual Studio
General
1 11 (8.21%) Finance
2 7 (5.22%) Legal
3 6 (4.48%) Retail
4 4 (2.99%) Advertising
4 4 (2.99%) Manufacturing
5 2 (1.49%) Telecoms
6 1 (0.75%) Marketing
6 1 (0.75%) Publishing
Job Titles
1 61 (45.52%) Developer
2 34 (25.37%) DBA
2 34 (25.37%) SQL DBA
3 29 (21.64%) SQL Server DBA
4 25 (18.66%) Analyst
5 20 (14.93%) Data Warehouse Developer
6 19 (14.18%) SQL Developer
7 17 (12.69%) Senior Developer
8 16 (11.94%) SAP Analyst
9 15 (11.19%) Administrator
10 12 (8.96%) ETL Developer
11 11 (8.21%) Business Intelligence Developer
11 11 (8.21%) Junior
11 11 (8.21%) Senior SQL Developer
11 11 (8.21%) SSIS Developer
12 10 (7.46%) SQL Server Developer
13 9 (6.72%) Database Developer
13 9 (6.72%) Junior DBA
13 9 (6.72%) Junior SQL DBA
13 9 (6.72%) SSRS Developer
Libraries, Frameworks & Software Standards
1 16 (11.94%) SAP ALE
1 16 (11.94%) SAP PI
1 16 (11.94%) SAP Smart Forms
1 16 (11.94%) SAP XI
2 13 (9.70%) .NET
3 10 (7.46%) MDX
4 4 (2.99%) ASP.NET
4 4 (2.99%) RESTful
4 4 (2.99%) WebCenter
5 3 (2.24%) AngularJS
5 3 (2.24%) ASP.NET MVC 5
5 3 (2.24%) ASP.NET Web API
5 3 (2.24%) CSS
5 3 (2.24%) Entity Framework
5 3 (2.24%) HTML5
5 3 (2.24%) LESS
5 3 (2.24%) Ninject
5 3 (2.24%) React
5 3 (2.24%) Unity DI Container
5 3 (2.24%) Web Services
Miscellaneous
1 19 (14.18%) Analytical Skills
2 10 (7.46%) Mathematics
3 9 (6.72%) Data Integration
4 8 (5.97%) NHS
5 5 (3.73%) Data Extraction
6 3 (2.24%) Bitcoin
6 3 (2.24%) Blockchain
6 3 (2.24%) Fintech
7 2 (1.49%) Clustering
8 1 (0.75%) Credit Risk
8 1 (0.75%) Informatics
8 1 (0.75%) Replication
Operating Systems
1 7 (5.22%) Windows
1 7 (5.22%) Windows Server
1 7 (5.22%) Windows Server 2008
Processes & Methodologies
1 84 (62.69%) Business Intelligence
2 61 (45.52%) Agile Software Development
3 22 (16.42%) Continuous Improvement
4 21 (15.67%) Performance Tuning
4 21 (15.67%) Systems Analysis
5 15 (11.19%) Continuous Integration
6 13 (9.70%) Data Analysis
7 12 (8.96%) Data Modelling
8 11 (8.21%) Stakeholder Management
9 10 (7.46%) Data Management
9 10 (7.46%) SDLC
10 9 (6.72%) Analytics
10 9 (6.72%) ETL Development
10 9 (6.72%) TDD
11 8 (5.97%) Integration Testing
12 7 (5.22%) ITIL
13 6 (4.48%) Line Management
13 6 (4.48%) Project Management
13 6 (4.48%) Test Automation
14 5 (3.73%) Root Cause Analysis
Programming Languages
1 91 (67.91%) SQL
2 59 (44.03%) T-SQL
3 20 (14.93%) C#
4 16 (11.94%) ABAP
4 16 (11.94%) SAPscript
5 9 (6.72%) PL/SQL
5 9 (6.72%) PowerShell
6 4 (2.99%) Java
6 4 (2.99%) JavaScript
7 2 (1.49%) C
8 1 (0.75%) Apex Code
8 1 (0.75%) C++
8 1 (0.75%) Pascal
8 1 (0.75%) VBA
Qualifications
1 39 (29.10%) Degree
2 1 (0.75%) Security Cleared
Quality Assurance & Compliance
1 10 (7.46%) QA
2 8 (5.97%) Data Quality
Vendors
1 28 (20.90%) Microsoft
2 22 (16.42%) SAP
3 17 (12.69%) Oracle
4 5 (3.73%) Informatica
5 4 (2.99%) Tableau
6 3 (2.24%) Cognos
7 2 (1.49%) IBM
8 1 (0.75%) Conga
8 1 (0.75%) Jitterbit
8 1 (0.75%) Logi Analytics
8 1 (0.75%) Salesforce.com
8 1 (0.75%) Sony
8 1 (0.75%) Teradata
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