The table below looks at the statistics for ETL skills in IT jobs advertised for the Nottingham region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 67 81 67
Rank change year-on-year
+14 -14
Permanent jobs citing ETL 19 19 23
As % of all permanent IT jobs located in Nottingham 2.11% 1.62% 2.42%
As % of the Processes & Methodologies category 2.51% 1.80% 2.88%
Number of salaries quoted 19 15 23
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £35,000 £26,000 £35,000
10% offered a salary of more than £52,500 £48,000 £50,000
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
ETL
Nottinghamshire

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

Processes & Methodologies Category
Nottingham
Permanent IT job ads with a match in the
Processes & Methodologies category
756 1053 799
As % of all permanent IT jobs located in Nottingham 83.91% 90.00% 84.02%
Number of salaries quoted 625 831 606
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 £27,500 £27,500 £26,500
10% offered a salary of more than £60,000 £52,454 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Nottingham

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

ETL Jobs Demand Trend in Nottingham

ETL
Salary Trend in Nottingham

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

ETL Salary Trend in Nottingham

ETL
Salary Histogram in Nottingham

This chart provides a salary histogram for IT jobs citing ETL across the Nottingham region over the 3 months to 27 July 2016.

ETL Salary Histogram in Nottingham

ETL
Top 30 Related IT Skills in Nottingham

For the 6 months to 27 July 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 Nottingham region with a requirement for ETL.

1 55 (94.83%) Data Warehouse
2 48 (82.76%) SQL Server
3 46 (79.31%) SQL
4 42 (72.41%) Business Intelligence
5 33 (56.90%) SQL Server Integration Services
6 28 (48.28%) Agile Software Development
7 24 (41.38%) T-SQL
8 19 (32.76%) SQL Server Reporting Services
8 19 (32.76%) Degree
8 19 (32.76%) SQL Server 2012
9 18 (31.03%) Data Integration
10 17 (29.31%) Microsoft
11 14 (24.14%) Oracle
12 13 (22.41%) PL/SQL
12 13 (22.41%) MS Excel
12 13 (22.41%) Waterfall
12 13 (22.41%) ETL Development
12 13 (22.41%) SQL Server 2014
13 12 (20.69%) Presales
13 12 (20.69%) Talend
13 12 (20.69%) SDLC
13 12 (20.69%) SQL Server Analysis Services
13 12 (20.69%) Talend Open Studio
14 10 (17.24%) Data Mining
15 8 (13.79%) Northgate
15 8 (13.79%) Microsoft Analysis Services
15 8 (13.79%) Data Architecture
15 8 (13.79%) Star Schema
16 7 (12.07%) Data Modelling
16 7 (12.07%) PowerShell

ETL
Top Related IT Skills in Nottingham 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 (1.72%) OpenStack
Applications
1 13 (22.41%) MS Excel
Cloud Services
1 1 (1.72%) Amazon AWS
1 1 (1.72%) Google Cloud Platform
1 1 (1.72%) Microsoft Azure
1 1 (1.72%) SoftLayer
Database & Business Intelligence
1 55 (94.83%) Data Warehouse
2 48 (82.76%) SQL Server
3 33 (56.90%) SQL Server Integration Services
4 19 (32.76%) SQL Server 2012
4 19 (32.76%) SQL Server Reporting Services
5 13 (22.41%) SQL Server 2014
6 12 (20.69%) SQL Server Analysis Services
7 10 (17.24%) Data Mining
8 8 (13.79%) Microsoft Analysis Services
8 8 (13.79%) Star Schema
9 6 (10.34%) SQL Server 2008
9 6 (10.34%) SQL Server 2016
10 5 (8.62%) BusinessObjects
11 4 (6.90%) Oracle BI EE
12 3 (5.17%) Data Lake
12 3 (5.17%) Essbase
12 3 (5.17%) Oracle Database
12 3 (5.17%) Oracle Database 12c
12 3 (5.17%) Oracle ODI
13 2 (3.45%) Crystal Reports
Development Applications
1 12 (20.69%) Talend Open Studio
2 1 (1.72%) HP UFT
2 1 (1.72%) Selenium
General
1 3 (5.17%) Back Office
1 3 (5.17%) Billing
1 3 (5.17%) Finance
1 3 (5.17%) Retail
Job Titles
1 25 (43.10%) Developer
2 17 (29.31%) DBA
2 17 (29.31%) SQL DBA
3 16 (27.59%) SQL Server DBA
4 12 (20.69%) ETL Developer
5 11 (18.97%) SQL Developer
6 9 (15.52%) Architect
6 9 (15.52%) Business Intelligence Developer
6 9 (15.52%) Senior Developer
6 9 (15.52%) Senior ETL Developer
7 8 (13.79%) Data Architect
7 8 (13.79%) Data Warehouse Architect
7 8 (13.79%) Senior DBA
7 8 (13.79%) Senior SQL DBA
7 8 (13.79%) Senior SQL Server DBA
7 8 (13.79%) SQL Server Architect
7 8 (13.79%) SQL Server Data Warehouse Architect
8 7 (12.07%) Data Warehouse Developer
8 7 (12.07%) SQL BI Developer
9 6 (10.34%) Junior SQL DBA
Libraries, Frameworks & Software Standards
1 1 (1.72%) .NET
1 1 (1.72%) MDX
1 1 (1.72%) Web Services
Miscellaneous
1 18 (31.03%) Data Integration
2 6 (10.34%) Statistics
3 5 (8.62%) Analytical Skills
4 4 (6.90%) Visualisation
5 3 (5.17%) Computer Science
6 2 (3.45%) Replication
7 1 (1.72%) Hybrid Cloud
7 1 (1.72%) Mobile App
7 1 (1.72%) Private Cloud
7 1 (1.72%) Public Cloud
Operating Systems
1 1 (1.72%) Linux
1 1 (1.72%) Unix
Processes & Methodologies
1 42 (72.41%) Business Intelligence
2 28 (48.28%) Agile Software Development
3 13 (22.41%) ETL Development
3 13 (22.41%) Waterfall
4 12 (20.69%) Presales
4 12 (20.69%) SDLC
5 8 (13.79%) Data Architecture
6 7 (12.07%) Data Modelling
7 4 (6.90%) Data Visualisation
7 4 (6.90%) Dimensional Modelling
8 3 (5.17%) Change Management
8 3 (5.17%) High Availability
8 3 (5.17%) Information Security
8 3 (5.17%) Kimball Methodology
8 3 (5.17%) Root Cause Analysis
9 2 (3.45%) Incident Management
9 2 (3.45%) Stakeholder Management
10 1 (1.72%) Analytics
10 1 (1.72%) Software Testing
10 1 (1.72%) Test Scripting
Programming Languages
1 46 (79.31%) SQL
2 24 (41.38%) T-SQL
3 13 (22.41%) PL/SQL
4 7 (12.07%) PowerShell
5 6 (10.34%) R
6 1 (1.72%) Java
6 1 (1.72%) Perl
6 1 (1.72%) Python
6 1 (1.72%) Shell Script
Qualifications
1 19 (32.76%) Degree
2 3 (5.17%) Microsoft Certification
2 3 (5.17%) Security Cleared
Quality Assurance & Compliance
1 4 (6.90%) Data Quality
2 1 (1.72%) QA
System Software
1 1 (1.72%) Tivoli Workload Scheduler
Systems Management
1 1 (1.72%) HP Quality Center
1 1 (1.72%) Tivoli
Vendors
1 17 (29.31%) Microsoft
2 14 (24.14%) Oracle
3 12 (20.69%) Talend
4 8 (13.79%) Northgate
5 5 (8.62%) SAP
6 3 (5.17%) Hyperion
6 3 (5.17%) Informatica
7 2 (3.45%) Cognos
8 1 (1.72%) Google
8 1 (1.72%) HP
8 1 (1.72%) VMware
Nottingham, Nottinghamshire
Xpertise Recruitment Ltd
Salary: From £30,000 to £40,000 per annum Benefits
Posted: 13 hours ago
Nottingham, Nottinghamshire
Computer People
Salary: £45000.00 - £55000.00 per annum + 10% bonus
Posted: 13 hours ago
Nottingham, Nottinghamshire
Xpertise Recruitment Ltd
Salary: From £40,000 to £50,000 per annum + Many Benefits
Posted: 13 hours ago