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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 102 87 133
Rank change year-on-year
-15 +46
Permanent jobs citing ETL 74 117 58
As % of all permanent IT jobs located in the East Midlands 2.33% 3.19% 1.51%
As % of the Processes & Methodologies category 2.67% 3.76% 1.72%
Number of salaries quoted 59 86 43
Median salary £40,500 £45,000 £42,500
Median salary % change year-on-year
-10.00% +5.88%
90% offered a salary of more than £30,000 £31,000 £38,100
10% offered a salary of more than £55,000 £55,750 £57,500
UK excluding London median salary £45,000 £45,000 £45,000
ETL
England

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
2771 3114 3368
As % of all permanent IT jobs located in the East Midlands 87.33% 84.78% 87.78%
Number of salaries quoted 2245 2528 2727
Median salary £42,091 £42,500 £40,000
Median salary % change year-on-year
-0.96% +6.25%
90% offered a salary of more than £29,000 £28,000 £27,000
10% offered a salary of more than £57,500 £55,000 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 5 May 2016.

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 5 May 2016. 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
(Click see detailed
statistics and trends)
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 -7 39 £52,500 +26.50% 2
Leicestershire +6 16 £40,000 -5.88% 2
Northamptonshire -14 16 £30,000 -40.00% 2
Derbyshire -11 2 £42,500 -5.55% 4
ETL
England

ETL
Top 30 Related IT Skills in the East Midlands

For the 6 months to 5 May 2016, 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 99 (64.29%) Data Warehouse
2 97 (62.99%) SQL
3 95 (61.69%) Business Intelligence
4 80 (51.95%) SQL Server
5 71 (46.10%) SQL Server Integration Services
6 57 (37.01%) SQL Server Reporting Services
7 45 (29.22%) Data Modelling
8 42 (27.27%) Microsoft
9 39 (25.32%) T-SQL
10 35 (22.73%) Degree
11 34 (22.08%) BusinessObjects
12 33 (21.43%) Agile Software Development
12 33 (21.43%) SQL Server Analysis Services
13 30 (19.48%) Data Integration
13 30 (19.48%) Analytical Skills
14 29 (18.83%) Data Mining
15 26 (16.88%) SAP
15 26 (16.88%) Finance
15 26 (16.88%) SQL Server 2008
16 25 (16.23%) MS Excel
17 23 (14.94%) R
17 23 (14.94%) Statistics
18 19 (12.34%) Retail
18 19 (12.34%) C#
19 18 (11.69%) MDX
19 18 (11.69%) SQL Server 2012
20 17 (11.04%) Data Quality
20 17 (11.04%) Talend
20 17 (11.04%) Talend Open Studio
20 17 (11.04%) Oracle

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 8 (5.19%) SAS
2 1 (0.65%) NetWeaver
2 1 (0.65%) OpenStack
2 1 (0.65%) SharePoint
Applications
1 25 (16.23%) MS Excel
2 6 (3.90%) SPSS
3 2 (1.30%) MS Office
4 1 (0.65%) MS Visio
Business Applications
1 1 (0.65%) Dynamics CRM
1 1 (0.65%) ResourceLink
1 1 (0.65%) Salesforce.com CRM
1 1 (0.65%) SAP CRM
Cloud Services
1 2 (1.30%) Microsoft Azure
2 1 (0.65%) Amazon AWS
2 1 (0.65%) Google Cloud Platform
2 1 (0.65%) Office 365
2 1 (0.65%) SoftLayer
Communications & Networking
1 1 (0.65%) Network Security
1 1 (0.65%) WebEx
Database & Business Intelligence
1 99 (64.29%) Data Warehouse
2 80 (51.95%) SQL Server
3 71 (46.10%) SQL Server Integration Services
4 57 (37.01%) SQL Server Reporting Services
5 34 (22.08%) BusinessObjects
6 33 (21.43%) SQL Server Analysis Services
7 29 (18.83%) Data Mining
8 26 (16.88%) SQL Server 2008
9 18 (11.69%) SQL Server 2012
10 13 (8.44%) SAP BI
11 11 (7.14%) Datazen
11 11 (7.14%) Power BI
11 11 (7.14%) SAP BW
12 10 (6.49%) Microsoft Analysis Services
13 8 (5.19%) SAP HANA
13 8 (5.19%) SQL Server 2014
14 7 (4.55%) SQL Server 2005
14 7 (4.55%) Star Schema
15 6 (3.90%) Big Data
16 5 (3.25%) PowerPivot
Development Applications
1 17 (11.04%) Talend Open Studio
2 3 (1.95%) ERwin
2 3 (1.95%) SQL Server Management Studio (SSMS)
3 1 (0.65%) Git (software)
3 1 (0.65%) HP UFT
3 1 (0.65%) Selenium
3 1 (0.65%) Team Foundation Server
3 1 (0.65%) Visual Studio
General
1 26 (16.88%) Finance
2 19 (12.34%) Retail
3 9 (5.84%) Marketing
4 3 (1.95%) Back Office
4 3 (1.95%) Billing
5 2 (1.30%) Legal
6 1 (0.65%) Banking
6 1 (0.65%) Telecoms
Job Titles
1 75 (48.70%) Developer
2 31 (20.13%) Business Intelligence Developer
3 29 (18.83%) SQL Developer
4 25 (16.23%) SSIS Developer
5 24 (15.58%) SQL BI Developer
6 23 (14.94%) SQL Server BI Developer
6 23 (14.94%) SQL Server Developer
7 21 (13.64%) Analyst
8 20 (12.99%) Senior Developer
9 18 (11.69%) ETL Developer
10 17 (11.04%) Business Developer
10 17 (11.04%) Business Intelligence Specialist
11 15 (9.74%) Data Warehouse Developer
12 14 (9.09%) Data Analyst
13 11 (7.14%) DBA
13 11 (7.14%) Senior ETL Developer
14 10 (6.49%) Administrator
14 10 (6.49%) Architect
15 8 (5.19%) Business Objects Developer
15 8 (5.19%) SQL DBA
Libraries, Frameworks & Software Standards
1 18 (11.69%) MDX
2 9 (5.84%) .NET
3 7 (4.55%) HTML
4 6 (3.90%) ASP.NET
4 6 (3.90%) CSS
5 2 (1.30%) Web Services
5 2 (1.30%) XML
6 1 (0.65%) .NET Framework
6 1 (0.65%) ADO.NET
6 1 (0.65%) Entity Framework
6 1 (0.65%) jQuery
6 1 (0.65%) JSON
6 1 (0.65%) LINQ
6 1 (0.65%) LINQ to SQL
6 1 (0.65%) Middleware
6 1 (0.65%) REST
6 1 (0.65%) SOAP
6 1 (0.65%) WCF
Miscellaneous
1 30 (19.48%) Analytical Skills
1 30 (19.48%) Data Integration
2 23 (14.94%) Statistics
3 11 (7.14%) Data Structures
3 11 (7.14%) Management Information System
4 10 (6.49%) Computer Science
4 10 (6.49%) Visualisation
5 6 (3.90%) Mathematics
5 6 (3.90%) Tandem
6 5 (3.25%) Data Extraction
6 5 (3.25%) Replication
7 4 (2.60%) FMCG
7 4 (2.60%) Mainframe
8 3 (1.95%) IBM Mainframe
8 3 (1.95%) VSAM
9 2 (1.30%) Credit Risk
10 1 (0.65%) Hybrid Cloud
10 1 (0.65%) Mobile App
10 1 (0.65%) Private Cloud
10 1 (0.65%) Public Cloud
Operating Systems
1 8 (5.19%) Linux
2 7 (4.55%) Windows
3 6 (3.90%) Windows Server
4 4 (2.60%) zOS
5 2 (1.30%) Unix
Processes & Methodologies
1 95 (61.69%) Business Intelligence
2 45 (29.22%) Data Modelling
3 33 (21.43%) Agile Software Development
4 15 (9.74%) SDLC
4 15 (9.74%) Waterfall
5 14 (9.09%) Dashboard Development
5 14 (9.09%) ETL Development
5 14 (9.09%) Presales
6 12 (7.79%) Analytics
7 10 (6.49%) Data Governance
7 10 (6.49%) Data Visualisation
7 10 (6.49%) Dimensional Modelling
8 9 (5.84%) Data Management
8 9 (5.84%) Root Cause Analysis
9 8 (5.19%) Change Management
9 8 (5.19%) High Availability
9 8 (5.19%) Process Improvement
9 8 (5.19%) Scrum
9 8 (5.19%) Translating Business Requirements
10 7 (4.55%) People Management
Programming Languages
1 97 (62.99%) SQL
2 39 (25.32%) T-SQL
3 23 (14.94%) R
4 19 (12.34%) C#
5 15 (9.74%) PL/SQL
6 7 (4.55%) JavaScript
7 3 (1.95%) COBOL
7 3 (1.95%) Java
8 2 (1.30%) Shell Script
8 2 (1.30%) VBA
9 1 (0.65%) Apex Code
9 1 (0.65%) Bash Shell
9 1 (0.65%) C++
9 1 (0.65%) Perl
9 1 (0.65%) PL/1
9 1 (0.65%) Python
9 1 (0.65%) SAS Macro
9 1 (0.65%) VB
9 1 (0.65%) VBScript
Qualifications
1 35 (22.73%) Degree
2 8 (5.19%) Microsoft Certification
3 5 (3.25%) Security Cleared
Quality Assurance & Compliance
1 17 (11.04%) Data Quality
2 1 (0.65%) QA
System Software
1 1 (0.65%) Hyper-V
1 1 (0.65%) Tivoli Workload Scheduler
Systems Management
1 1 (0.65%) HP Quality Center
1 1 (0.65%) Tivoli
Vendors
1 42 (27.27%) Microsoft
2 26 (16.88%) SAP
3 17 (11.04%) Oracle
3 17 (11.04%) Talend
4 11 (7.14%) Informatica
5 10 (6.49%) Northgate
6 5 (3.25%) Cognos
7 4 (2.60%) IBM
8 3 (1.95%) Hyperion
9 2 (1.30%) Google
10 1 (0.65%) HP
10 1 (0.65%) MicroStrategy
10 1 (0.65%) Netezza
10 1 (0.65%) Salesforce.com
10 1 (0.65%) Teradata
10 1 (0.65%) VMware
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