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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 69 85 75
Rank change year-on-year
+16 -10
Permanent jobs citing ETL 29 19 26
As % of all permanent IT jobs located in Nottinghamshire 2.75% 1.52% 2.39%
As % of the Processes & Methodologies category 3.20% 1.70% 2.82%
Number of salaries quoted 29 15 26
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 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
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
906 1115 923
As % of all permanent IT jobs located in Nottinghamshire 85.88% 89.34% 84.91%
Number of salaries quoted 760 885 702
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £60,000 £52,454 £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 23 July 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 23 July 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 +15 21 £45,000 +4.65%
ETL
East Midlands

ETL
Top 30 Related IT Skills in Nottinghamshire

For the 6 months to 23 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 Nottinghamshire region with a requirement for ETL.

1 64 (86.49%) Data Warehouse
2 62 (83.78%) SQL
3 56 (75.68%) SQL Server
4 50 (67.57%) Business Intelligence
5 43 (58.11%) Agile Software Development
6 40 (54.05%) SQL Server Integration Services
7 31 (41.89%) T-SQL
8 26 (35.14%) Degree
9 25 (33.78%) SQL Server 2012
10 20 (27.03%) SQL Server Reporting Services
11 19 (25.68%) Microsoft
11 19 (25.68%) SQL Server 2014
12 18 (24.32%) Data Integration
13 15 (20.27%) Waterfall
13 15 (20.27%) Oracle
14 14 (18.92%) PL/SQL
14 14 (18.92%) MS Excel
14 14 (18.92%) ETL Development
15 13 (17.57%) SDLC
15 13 (17.57%) Presales
15 13 (17.57%) Talend Open Studio
15 13 (17.57%) Talend
16 12 (16.22%) SQL Server Analysis Services
17 10 (13.51%) PowerShell
17 10 (13.51%) Data Mining
17 10 (13.51%) Finance
18 9 (12.16%) Northgate
19 8 (10.81%) Microsoft Analysis Services
19 8 (10.81%) Data Architecture
19 8 (10.81%) Scrum

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 (1.35%) OpenStack
Applications
1 14 (18.92%) MS Excel
Cloud Services
1 1 (1.35%) Amazon AWS
1 1 (1.35%) Google Cloud Platform
1 1 (1.35%) Microsoft Azure
1 1 (1.35%) SoftLayer
Database & Business Intelligence
1 64 (86.49%) Data Warehouse
2 56 (75.68%) SQL Server
3 40 (54.05%) SQL Server Integration Services
4 25 (33.78%) SQL Server 2012
5 20 (27.03%) SQL Server Reporting Services
6 19 (25.68%) SQL Server 2014
7 12 (16.22%) SQL Server Analysis Services
8 10 (13.51%) Data Mining
9 8 (10.81%) Microsoft Analysis Services
9 8 (10.81%) Star Schema
10 7 (9.46%) BusinessObjects
11 6 (8.11%) SQL Server 2008
11 6 (8.11%) SQL Server 2016
12 4 (5.41%) Oracle BI EE
13 3 (4.05%) Essbase
13 3 (4.05%) Oracle Database
13 3 (4.05%) Oracle Database 12c
13 3 (4.05%) Oracle ODI
13 3 (4.05%) RDBMS
13 3 (4.05%) Relational Database
Development Applications
1 13 (17.57%) Talend Open Studio
2 1 (1.35%) HP UFT
2 1 (1.35%) Selenium
General
1 10 (13.51%) Finance
2 4 (5.41%) Retail
3 3 (4.05%) Back Office
3 3 (4.05%) Billing
Job Titles
1 33 (44.59%) Developer
2 24 (32.43%) DBA
2 24 (32.43%) SQL DBA
3 23 (31.08%) SQL Server DBA
4 13 (17.57%) ETL Developer
5 11 (14.86%) Senior DBA
5 11 (14.86%) Senior SQL DBA
5 11 (14.86%) Senior SQL Server DBA
5 11 (14.86%) SQL Developer
6 10 (13.51%) Senior Developer
6 10 (13.51%) Senior ETL Developer
7 9 (12.16%) Architect
7 9 (12.16%) Business Intelligence Developer
8 8 (10.81%) Data Architect
8 8 (10.81%) Data Warehouse Architect
8 8 (10.81%) Junior
8 8 (10.81%) Junior DBA
8 8 (10.81%) Junior SQL Server DBA
8 8 (10.81%) SQL Server Architect
8 8 (10.81%) SQL Server Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 8 (10.81%) .NET
2 7 (9.46%) ASP.NET
2 7 (9.46%) CSS
2 7 (9.46%) HTML
3 1 (1.35%) MDX
3 1 (1.35%) Web Services
Miscellaneous
1 18 (24.32%) Data Integration
2 7 (9.46%) Data Extraction
3 6 (8.11%) Statistics
4 5 (6.76%) Analytical Skills
5 4 (5.41%) Visualisation
6 3 (4.05%) Computer Science
6 3 (4.05%) Replication
7 1 (1.35%) Hybrid Cloud
7 1 (1.35%) Mobile App
7 1 (1.35%) Private Cloud
7 1 (1.35%) Public Cloud
Operating Systems
1 1 (1.35%) Linux
1 1 (1.35%) Unix
Processes & Methodologies
1 50 (67.57%) Business Intelligence
2 43 (58.11%) Agile Software Development
3 15 (20.27%) Waterfall
4 14 (18.92%) ETL Development
5 13 (17.57%) Presales
5 13 (17.57%) SDLC
6 8 (10.81%) Data Architecture
6 8 (10.81%) Data Modelling
6 8 (10.81%) Scrum
7 7 (9.46%) Mentoring
7 7 (9.46%) Web Development
8 4 (5.41%) Change Management
8 4 (5.41%) Data Visualisation
8 4 (5.41%) Dimensional Modelling
8 4 (5.41%) High Availability
8 4 (5.41%) Root Cause Analysis
9 3 (4.05%) Incident Management
9 3 (4.05%) Information Security
9 3 (4.05%) Kimball Methodology
10 2 (2.70%) Stakeholder Management
Programming Languages
1 62 (83.78%) SQL
2 31 (41.89%) T-SQL
3 14 (18.92%) PL/SQL
4 10 (13.51%) PowerShell
5 7 (9.46%) C#
5 7 (9.46%) JavaScript
6 6 (8.11%) R
7 1 (1.35%) Java
7 1 (1.35%) Perl
7 1 (1.35%) Python
7 1 (1.35%) Shell Script
Qualifications
1 26 (35.14%) Degree
2 4 (5.41%) Microsoft Certification
2 4 (5.41%) Security Cleared
Quality Assurance & Compliance
1 4 (5.41%) Data Quality
2 1 (1.35%) QA
System Software
1 1 (1.35%) Tivoli Workload Scheduler
Systems Management
1 1 (1.35%) HP Quality Center
1 1 (1.35%) Tivoli
Vendors
1 19 (25.68%) Microsoft
2 15 (20.27%) Oracle
3 13 (17.57%) Talend
4 9 (12.16%) Northgate
5 7 (9.46%) SAP
6 3 (4.05%) Cognos
6 3 (4.05%) Hyperion
6 3 (4.05%) Informatica
7 1 (1.35%) Google
7 1 (1.35%) HP
7 1 (1.35%) VMware