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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 111 141 141
Rank change year-on-year
+30 0
Permanent jobs citing ETL 70 53 44
As % of all permanent IT jobs located in the East Midlands 2.18% 1.40% 1.22%
As % of the Processes & Methodologies category 2.49% 1.59% 1.43%
Number of salaries quoted 60 37 31
Median salary £45,000 £55,000 £47,500
Median salary % change year-on-year
-18.18% +15.78%
90% offered a salary of more than £34,800 £32,000 £24,800
10% offered a salary of more than £52,500 £70,000 £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
2811 3333 3079
As % of all permanent IT jobs located in the East Midlands 87.52% 88.15% 85.39%
Number of salaries quoted 2227 2715 2588
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £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 27 September 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 27 September 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 +9 26 £45,000 -25.00% 3
Leicestershire +4 16 £44,750 +27.85%
Northamptonshire +21 12 £50,000 -9.09% 1
Derbyshire +23 10 £50,000 -16.31% 3
Lincolnshire - 6 £50,000 -
ETL
England

ETL
Top 30 Related IT Skills in the East Midlands

For the 6 months to 27 September 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.

1 101 (71.63%) SQL
2 97 (68.79%) Business Intelligence
3 92 (65.25%) Data Warehouse
4 89 (63.12%) SQL Server Integration Services
5 85 (60.28%) SQL Server
6 65 (46.10%) T-SQL
7 58 (41.13%) Agile Software Development
8 51 (36.17%) SQL Server Reporting Services
9 43 (30.50%) SQL Server Analysis Services
10 42 (29.79%) Degree
11 37 (26.24%) SQL Server 2012
12 32 (22.70%) SQL Server 2014
13 28 (19.86%) Data Management
14 27 (19.15%) Microsoft
15 26 (18.44%) Retail
16 24 (17.02%) Finance
17 23 (16.31%) C#
18 22 (15.60%) SAP
19 20 (14.18%) .NET
20 19 (13.48%) BusinessObjects
21 17 (12.06%) Systems Analysis
21 17 (12.06%) Big Data
21 17 (12.06%) PowerShell
22 16 (11.35%) Analytics
22 16 (11.35%) Relational Database
23 15 (10.64%) Analytical Skills
23 15 (10.64%) MDX
24 14 (9.93%) Mentoring
25 13 (9.22%) SQL Server 2016
26 12 (8.51%) 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 5 (3.55%) Apache Spark
1 5 (3.55%) SAS
2 3 (2.13%) Apache Pig
3 1 (0.71%) NetWeaver
3 1 (0.71%) OpenStack
Applications
1 11 (7.80%) MS Excel
2 2 (1.42%) MS Office
Business Applications
1 2 (1.42%) Salesforce.com CRM
2 1 (0.71%) SAP CRM
Cloud Services
1 5 (3.55%) Microsoft Azure
2 1 (0.71%) Amazon AWS
2 1 (0.71%) Google Cloud Platform
2 1 (0.71%) IBM Cloud
2 1 (0.71%) SoftLayer
Communications & Networking
1 1 (0.71%) Network Security
Database & Business Intelligence
1 92 (65.25%) Data Warehouse
2 89 (63.12%) SQL Server Integration Services
3 85 (60.28%) SQL Server
4 51 (36.17%) SQL Server Reporting Services
5 43 (30.50%) SQL Server Analysis Services
6 37 (26.24%) SQL Server 2012
7 32 (22.70%) SQL Server 2014
8 19 (13.48%) BusinessObjects
9 17 (12.06%) Big Data
10 16 (11.35%) Relational Database
11 13 (9.22%) SQL Server 2016
12 11 (7.80%) SAP BI
13 10 (7.09%) Microsoft Analysis Services
13 10 (7.09%) QlikView
13 10 (7.09%) SQL Server 2008
14 8 (5.67%) DTS
14 8 (5.67%) RDBMS
14 8 (5.67%) SAP BW
15 7 (4.96%) OLAP
15 7 (4.96%) Star Schema
Development Applications
1 8 (5.67%) SQL Server Management Studio (SSMS)
2 7 (4.96%) Talend Open Studio
3 3 (2.13%) Visual Studio
4 2 (1.42%) Team Foundation Server
General
1 26 (18.44%) Retail
2 24 (17.02%) Finance
3 8 (5.67%) Marketing
4 5 (3.55%) Legal
5 3 (2.13%) Publishing
6 2 (1.42%) Advertising
6 2 (1.42%) Telecoms
Job Titles
1 49 (34.75%) Developer
2 36 (25.53%) DBA
2 36 (25.53%) SQL DBA
3 32 (22.70%) SQL Server DBA
4 22 (15.60%) SQL Developer
5 20 (14.18%) Analyst
6 19 (13.48%) Business Intelligence Developer
7 18 (12.77%) Data Warehouse Developer
8 17 (12.06%) Senior DBA
8 17 (12.06%) Senior SQL DBA
8 17 (12.06%) Senior SQL Server DBA
9 15 (10.64%) Junior
10 14 (9.93%) Junior DBA
10 14 (9.93%) Junior SQL DBA
10 14 (9.93%) Junior SQL Server DBA
11 13 (9.22%) Architect
12 12 (8.51%) SAP Analyst
13 11 (7.80%) Administrator
13 11 (7.80%) SQL BI Developer
13 11 (7.80%) SSIS Developer
Libraries, Frameworks & Software Standards
1 20 (14.18%) .NET
2 15 (10.64%) MDX
3 10 (7.09%) ASP.NET
4 7 (4.96%) XML
5 5 (3.55%) HTML
6 4 (2.84%) SAP ALE
6 4 (2.84%) SAP PI
6 4 (2.84%) SAP Smart Forms
6 4 (2.84%) SAP XI
7 3 (2.13%) CSS
7 3 (2.13%) JSON
8 2 (1.42%) SOAP
9 1 (0.71%) Middleware
9 1 (0.71%) Visualforce
9 1 (0.71%) Web Services
Miscellaneous
1 15 (10.64%) Analytical Skills
2 8 (5.67%) Data Integration
3 7 (4.96%) Data Extraction
4 6 (4.26%) Visualisation
5 4 (2.84%) Management Information System
5 4 (2.84%) Tandem
6 3 (2.13%) Mathematics
7 1 (0.71%) Clustering
7 1 (0.71%) Hybrid Cloud
7 1 (0.71%) Private Cloud
7 1 (0.71%) Public Cloud
7 1 (0.71%) Replication
Operating Systems
1 11 (7.80%) Windows
2 10 (7.09%) Windows Server
3 6 (4.26%) Linux
3 6 (4.26%) Windows Server 2008
4 1 (0.71%) Unix
4 1 (0.71%) Windows 7
Processes & Methodologies
1 97 (68.79%) Business Intelligence
2 58 (41.13%) Agile Software Development
3 28 (19.86%) Data Management
4 17 (12.06%) Systems Analysis
5 16 (11.35%) Analytics
6 14 (9.93%) Mentoring
7 11 (7.80%) Data Analysis
8 10 (7.09%) Continuous Improvement
8 10 (7.09%) ETL Development
8 10 (7.09%) Master Data Management
8 10 (7.09%) Project Management
9 9 (6.38%) Data Modelling
9 9 (6.38%) Scrum
10 8 (5.67%) Waterfall
11 7 (4.96%) Coaching
11 7 (4.96%) Data Analytics
12 6 (4.26%) Change Management
12 6 (4.26%) Data Architecture
12 6 (4.26%) Data Visualisation
12 6 (4.26%) SOA
Programming Languages
1 101 (71.63%) SQL
2 65 (46.10%) T-SQL
3 23 (16.31%) C#
4 17 (12.06%) PowerShell
5 8 (5.67%) JavaScript
5 8 (5.67%) VBA
6 6 (4.26%) Python
7 5 (3.55%) Java
7 5 (3.55%) R
8 4 (2.84%) ABAP
8 4 (2.84%) SAPscript
9 2 (1.42%) Apex Code
9 2 (1.42%) VB
9 2 (1.42%) VBScript
10 1 (0.71%) Perl
10 1 (0.71%) Shell Script
Qualifications
1 42 (29.79%) Degree
2 3 (2.13%) Security Cleared
Quality Assurance & Compliance
1 7 (4.96%) QA
2 6 (4.26%) Data Quality
System Software
1 1 (0.71%) Tivoli Workload Scheduler
Systems Management
1 6 (4.26%) MOM
2 1 (0.71%) Jitterbit
2 1 (0.71%) Tivoli
Vendors
1 27 (19.15%) Microsoft
2 22 (15.60%) SAP
3 12 (8.51%) Oracle
4 8 (5.67%) Tableau
5 7 (4.96%) Talend
6 6 (4.26%) Cognos
6 6 (4.26%) WSO2
7 2 (1.42%) Google
7 2 (1.42%) IBM
7 2 (1.42%) Salesforce.com
8 1 (0.71%) Conga
8 1 (0.71%) Sony
8 1 (0.71%) VMware
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