The table below looks at the statistics for ETL skills in IT jobs advertised for the Nottinghamshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 73 75 79
Rank change year-on-year
+2 +4
Permanent jobs citing ETL 27 30 28
As % of all permanent IT jobs located in Nottinghamshire 2.55% 2.29% 2.43%
As % of the Processes & Methodologies category 2.94% 2.56% 2.86%
Number of salaries quoted 27 23 28
Median salary £47,500 £43,000 £42,500
Median salary % change year-on-year
+10.46% +1.17%
90% offered a salary of more than £35,000 £21,000 £35,000
10% offered a salary of more than £52,900 £45,000 £50,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
ETL
East Midlands

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

Processes & Methodologies Category
Nottinghamshire
Permanent IT job ads with a match in the
Processes & Methodologies category
917 1172 980
As % of all permanent IT jobs located in Nottinghamshire 86.67% 89.33% 85.00%
Number of salaries quoted 745 949 724
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £27,500 £26,500
10% offered a salary of more than £60,000 £52,500 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Nottinghamshire

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

ETL Jobs Demand Trend in Nottinghamshire

ETL
Salary Trend in Nottinghamshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Nottinghamshire region.

ETL Salary Trend in Nottinghamshire

ETL
Salary Histogram in Nottinghamshire

This chart provides a salary histogram for IT jobs citing ETL across the Nottinghamshire region over the 3 months to 29 June 2016.

ETL Salary Histogram in Nottinghamshire

ETL
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Nottinghamshire region over the 3 months to 29 June 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
Nottingham -4 18 £52,500 +22.09% 1
ETL
East Midlands

ETL
Top 30 Related IT Skills in Nottinghamshire

For the 6 months to 29 June 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 Nottinghamshire region with a requirement for ETL.

1 64 (85.33%) Data Warehouse
2 57 (76.00%) SQL
3 55 (73.33%) SQL Server
4 49 (65.33%) Business Intelligence
5 37 (49.33%) SQL Server Integration Services
6 36 (48.00%) Agile Software Development
7 24 (32.00%) T-SQL
8 22 (29.33%) Data Integration
8 22 (29.33%) SQL Server 2012
9 21 (28.00%) Degree
9 21 (28.00%) SQL Server Reporting Services
9 21 (28.00%) Microsoft
10 16 (21.33%) Waterfall
10 16 (21.33%) Oracle
11 15 (20.00%) PL/SQL
11 15 (20.00%) MS Excel
11 15 (20.00%) SDLC
11 15 (20.00%) ETL Development
12 14 (18.67%) Presales
12 14 (18.67%) Talend Open Studio
12 14 (18.67%) Talend
12 14 (18.67%) Data Mining
13 12 (16.00%) SQL Server 2014
14 11 (14.67%) SQL Server Analysis Services
15 10 (13.33%) Finance
15 10 (13.33%) BusinessObjects
15 10 (13.33%) SQL Server 2008
15 10 (13.33%) R
15 10 (13.33%) Northgate
15 10 (13.33%) Statistics

ETL
Top Related IT Skills in Nottinghamshire 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 1 (1.33%) OpenStack
Applications
1 15 (20.00%) MS Excel
Cloud Services
1 1 (1.33%) Amazon AWS
1 1 (1.33%) Google Cloud Platform
1 1 (1.33%) Microsoft Azure
1 1 (1.33%) SoftLayer
Database & Business Intelligence
1 64 (85.33%) Data Warehouse
2 55 (73.33%) SQL Server
3 37 (49.33%) SQL Server Integration Services
4 22 (29.33%) SQL Server 2012
5 21 (28.00%) SQL Server Reporting Services
6 14 (18.67%) Data Mining
7 12 (16.00%) SQL Server 2014
8 11 (14.67%) SQL Server Analysis Services
9 10 (13.33%) BusinessObjects
9 10 (13.33%) SQL Server 2008
10 8 (10.67%) Microsoft Analysis Services
10 8 (10.67%) Star Schema
11 4 (5.33%) Oracle BI EE
12 3 (4.00%) BusinessObjects Web Intelligence
12 3 (4.00%) Essbase
12 3 (4.00%) Oracle Database
12 3 (4.00%) Oracle Database 12c
12 3 (4.00%) Oracle ODI
12 3 (4.00%) RDBMS
12 3 (4.00%) SQL Server 2016
Development Applications
1 14 (18.67%) Talend Open Studio
2 1 (1.33%) HP UFT
2 1 (1.33%) Selenium
General
1 10 (13.33%) Finance
2 5 (6.67%) Retail
3 3 (4.00%) Back Office
3 3 (4.00%) Billing
4 1 (1.33%) Marketing
Job Titles
1 38 (50.67%) Developer
2 17 (22.67%) DBA
2 17 (22.67%) SQL DBA
2 17 (22.67%) SQL Server DBA
3 15 (20.00%) ETL Developer
4 14 (18.67%) SQL Developer
5 12 (16.00%) Business Intelligence Developer
6 11 (14.67%) Senior Developer
6 11 (14.67%) Senior ETL Developer
7 10 (13.33%) SQL BI Developer
7 10 (13.33%) SQL Server BI Developer
7 10 (13.33%) SQL Server Developer
7 10 (13.33%) SSIS Developer
8 9 (12.00%) Architect
9 8 (10.67%) Data Architect
9 8 (10.67%) Data Warehouse Architect
9 8 (10.67%) Senior DBA
9 8 (10.67%) Senior SQL DBA
9 8 (10.67%) Senior SQL Server DBA
9 8 (10.67%) SQL Server Architect
Libraries, Frameworks & Software Standards
1 8 (10.67%) .NET
2 7 (9.33%) ASP.NET
2 7 (9.33%) CSS
2 7 (9.33%) HTML
3 1 (1.33%) MDX
3 1 (1.33%) Web Services
3 1 (1.33%) XML
Miscellaneous
1 22 (29.33%) Data Integration
2 10 (13.33%) Statistics
3 7 (9.33%) Data Extraction
4 6 (8.00%) Analytical Skills
5 4 (5.33%) Computer Science
5 4 (5.33%) Visualisation
6 3 (4.00%) Replication
7 1 (1.33%) Credit Risk
7 1 (1.33%) Hybrid Cloud
7 1 (1.33%) Mainframe
7 1 (1.33%) Mobile App
7 1 (1.33%) Private Cloud
7 1 (1.33%) Public Cloud
Operating Systems
1 1 (1.33%) Linux
1 1 (1.33%) Unix
1 1 (1.33%) zOS
Processes & Methodologies
1 49 (65.33%) Business Intelligence
2 36 (48.00%) Agile Software Development
3 16 (21.33%) Waterfall
4 15 (20.00%) ETL Development
4 15 (20.00%) SDLC
5 14 (18.67%) Presales
6 9 (12.00%) Data Modelling
7 8 (10.67%) Data Architecture
7 8 (10.67%) Scrum
8 7 (9.33%) Mentoring
8 7 (9.33%) Web Development
9 5 (6.67%) Change Management
9 5 (6.67%) High Availability
9 5 (6.67%) Root Cause Analysis
10 4 (5.33%) Data Visualisation
10 4 (5.33%) Dimensional Modelling
11 3 (4.00%) Incident Management
11 3 (4.00%) Information Security
11 3 (4.00%) Kimball Methodology
12 2 (2.67%) Stakeholder Management
Programming Languages
1 57 (76.00%) SQL
2 24 (32.00%) T-SQL
3 15 (20.00%) PL/SQL
4 10 (13.33%) R
5 7 (9.33%) C#
5 7 (9.33%) JavaScript
6 6 (8.00%) PowerShell
7 1 (1.33%) C++
7 1 (1.33%) Java
7 1 (1.33%) Perl
7 1 (1.33%) PL/1
7 1 (1.33%) Python
7 1 (1.33%) Shell Script
Qualifications
1 21 (28.00%) Degree
2 5 (6.67%) Microsoft Certification
2 5 (6.67%) Security Cleared
Quality Assurance & Compliance
1 4 (5.33%) Data Quality
2 1 (1.33%) QA
System Software
1 1 (1.33%) Tivoli Workload Scheduler
Systems Management
1 1 (1.33%) HP Quality Center
1 1 (1.33%) Tivoli
Vendors
1 21 (28.00%) Microsoft
2 16 (21.33%) Oracle
3 14 (18.67%) Talend
4 10 (13.33%) Northgate
5 8 (10.67%) SAP
6 5 (6.67%) Cognos
7 3 (4.00%) Hyperion
7 3 (4.00%) Informatica
8 1 (1.33%) Google
8 1 (1.33%) HP
8 1 (1.33%) VMware