The table below looks at the statistics for ETL skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 116 80 127
Rank change year-on-year
-36 +47
Permanent jobs citing ETL 79 192 108
As % of all permanent IT jobs located in Berkshire 1.94% 3.19% 1.86%
As % of the Processes & Methodologies category 2.26% 3.69% 2.20%
Number of salaries quoted 71 169 66
Median salary £50,000 £47,500 £50,000
Median salary % change year-on-year
+5.26% -5.00%
90% offered a salary of more than £27,500 £37,500 £40,750
10% offered a salary of more than £70,000 £68,988 £66,750
UK excluding London median salary £45,000 £45,000 £45,000
ETL
South East

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

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
3488 5209 4919
As % of all permanent IT jobs located in Berkshire 85.87% 86.49% 84.69%
Number of salaries quoted 2598 4236 3311
Median salary £54,000 £52,500 £50,000
Median salary % change year-on-year
+2.85% +5.00%
90% offered a salary of more than £33,000 £35,000 £32,500
10% offered a salary of more than £75,000 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Berkshire

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

ETL Jobs Demand Trend in Berkshire

ETL
Salary Trend in Berkshire

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

ETL Salary Trend in Berkshire

ETL
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing ETL across the Berkshire region over the 3 months to 8 December 2016.

ETL Salary Histogram in Berkshire

ETL
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Berkshire region over the 3 months to 8 December 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
Reading +4 17 £37,500 -6.25% 10
Maidenhead +10 16 £55,000 +15.78% 1
Slough -4 14 £45,000 -10.00%
Wokingham +8 5 £50,000 +11.11% 1
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 8 December 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 Berkshire region with a requirement for ETL.

1 128 (72.32%) SQL
2 94 (53.11%) Business Intelligence
3 85 (48.02%) SQL Server
4 80 (45.20%) Data Warehouse
5 67 (37.85%) Agile Software Development
6 63 (35.59%) SQL Server Integration Services
7 62 (35.03%) Oracle
8 48 (27.12%) Data Modelling
8 48 (27.12%) SQL Server Reporting Services
9 44 (24.86%) XML
10 43 (24.29%) T-SQL
11 41 (23.16%) SOA
11 41 (23.16%) Finance
12 38 (21.47%) Data Quality
13 31 (17.51%) ITIL
14 29 (16.38%) Data Management
15 27 (15.25%) C#
16 26 (14.69%) .NET
17 25 (14.12%) Analytical Skills
18 24 (13.56%) Web Services
18 24 (13.56%) Migration
18 24 (13.56%) MDX
18 24 (13.56%) Data Integration
19 23 (12.99%) Middleware
19 23 (12.99%) IBM
20 22 (12.43%) PL/SQL
20 22 (12.43%) Java
20 22 (12.43%) SQL Server 2014
20 22 (12.43%) SQL Server 2012
20 22 (12.43%) Analytics

ETL
Top Related IT Skills in Berkshire 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 20 (11.30%) WebSphere
2 17 (9.60%) Oracle SOA Suite
3 16 (9.04%) SAS
4 13 (7.34%) GlassFish
4 13 (7.34%) JBoss
4 13 (7.34%) Tomcat
4 13 (7.34%) WebLogic
5 5 (2.82%) Apache Spark
6 3 (1.69%) SharePoint
7 1 (0.56%) SugarCRM
Applications
1 15 (8.47%) MS Excel
Business Applications
1 3 (1.69%) BusinessWare
2 2 (1.13%) Cognos Business Intelligence
2 2 (1.13%) Dynamics CRM
2 2 (1.13%) SAP ERP
Cloud Services
1 4 (2.26%) SaaS
2 3 (1.69%) Microsoft Azure
3 2 (1.13%) IaaS
3 2 (1.13%) Office 365
3 2 (1.13%) PaaS
3 2 (1.13%) SuccessFactors
Communications & Networking
1 6 (3.39%) SAN
2 1 (0.56%) NAS
Database & Business Intelligence
1 85 (48.02%) SQL Server
2 80 (45.20%) Data Warehouse
3 63 (35.59%) SQL Server Integration Services
4 48 (27.12%) SQL Server Reporting Services
5 22 (12.43%) SQL Server 2012
5 22 (12.43%) SQL Server 2014
6 17 (9.60%) SQL Server 2008
6 17 (9.60%) SQL Server Analysis Services
7 14 (7.91%) DB2
7 14 (7.91%) MySQL
7 14 (7.91%) QlikView
8 12 (6.78%) PowerCenter
9 11 (6.21%) Big Data
9 11 (6.21%) Microsoft Analysis Services
9 11 (6.21%) SAS EBI
10 10 (5.65%) OLAP
10 10 (5.65%) OLTP
10 10 (5.65%) Relational Database
11 8 (4.52%) GIS
11 8 (4.52%) NoSQL
Development Applications
1 15 (8.47%) Visual Studio
2 12 (6.78%) Team Foundation Server
2 12 (6.78%) Toad
3 5 (2.82%) JIRA
3 5 (2.82%) SQL Server Management Studio (SSMS)
4 3 (1.69%) Oracle Forms
4 3 (1.69%) Talend Open Studio
General
1 41 (23.16%) Finance
2 16 (9.04%) Banking
3 5 (2.82%) Retail
4 4 (2.26%) Legal
5 2 (1.13%) Pharmaceutical
6 1 (0.56%) Financial Institution
6 1 (0.56%) Marketing
6 1 (0.56%) Telecoms
Job Titles
1 72 (40.68%) Developer
2 34 (19.21%) Business Intelligence Developer
3 30 (16.95%) SQL Developer
4 29 (16.38%) Analyst
5 27 (15.25%) Architect
6 20 (11.30%) Applications Support
6 20 (11.30%) SQL BI Developer
7 15 (8.47%) SSIS Developer
8 14 (7.91%) Support Analyst
8 14 (7.91%) T-SQL Developer
9 13 (7.34%) Consultant
10 12 (6.78%) Informatica Engineer
11 11 (6.21%) Applications Support Analyst
11 11 (6.21%) Data Engineer
11 11 (6.21%) SAS BI Developer
11 11 (6.21%) SAS Developer
12 10 (5.65%) Data Architect
12 10 (5.65%) Master Data Consultant
12 10 (5.65%) Solutions Architect
12 10 (5.65%) SSRS Developer
Libraries, Frameworks & Software Standards
1 44 (24.86%) XML
2 26 (14.69%) .NET
3 24 (13.56%) MDX
3 24 (13.56%) Web Services
4 23 (12.99%) Middleware
5 20 (11.30%) WebSphere MQ
6 13 (7.34%) Java EE
7 11 (6.21%) ASP.NET
7 11 (6.21%) ASP.NET MVC
7 11 (6.21%) ASP.NET MVC 4
7 11 (6.21%) ASP.NET MVC 5
7 11 (6.21%) ASP.NET Web Forms
7 11 (6.21%) JSON
8 9 (5.08%) XML Messaging
9 4 (2.26%) Oracle GoldenGate
10 3 (1.69%) Oracle Fusion
11 2 (1.13%) CSS
12 1 (0.56%) LAMP
12 1 (0.56%) ODBC
12 1 (0.56%) REST
Miscellaneous
1 25 (14.12%) Analytical Skills
2 24 (13.56%) Data Integration
3 10 (5.65%) Statistics
4 9 (5.08%) Computer Science
4 9 (5.08%) iSeries
4 9 (5.08%) Management Information System
5 5 (2.82%) Data Structures
6 4 (2.26%) IBM Mainframe
6 4 (2.26%) Mainframe
7 2 (1.13%) Enterprise Software
7 2 (1.13%) Fintech
7 2 (1.13%) PMI
7 2 (1.13%) Private Cloud
7 2 (1.13%) Replication
8 1 (0.56%) Algorithms
8 1 (0.56%) Clustering
8 1 (0.56%) EMC VMAX
8 1 (0.56%) EMC VNX
8 1 (0.56%) Reference Data
8 1 (0.56%) Visualisation
Operating Systems
1 3 (1.69%) AIX
2 2 (1.13%) Linux
2 2 (1.13%) Windows
3 1 (0.56%) Android
3 1 (0.56%) Apple iOS
3 1 (0.56%) Red Hat Enterprise Linux
3 1 (0.56%) Unix
Processes & Methodologies
1 94 (53.11%) Business Intelligence
2 67 (37.85%) Agile Software Development
3 48 (27.12%) Data Modelling
4 41 (23.16%) SOA
5 31 (17.51%) ITIL
6 29 (16.38%) Data Management
7 24 (13.56%) Migration
8 22 (12.43%) Analytics
9 19 (10.73%) Waterfall
10 18 (10.17%) Master Data Management
11 16 (9.04%) Data Governance
11 16 (9.04%) Kimball Methodology
12 15 (8.47%) Stakeholder Management
13 12 (6.78%) Logical Data Model
13 12 (6.78%) Performance Tuning
13 12 (6.78%) Physical Data Model
13 12 (6.78%) Presales
13 12 (6.78%) TOGAF
14 11 (6.21%) Dimensional Modelling
14 11 (6.21%) SDLC
Programming Languages
1 128 (72.32%) SQL
2 43 (24.29%) T-SQL
3 27 (15.25%) C#
4 22 (12.43%) Java
4 22 (12.43%) PL/SQL
5 13 (7.34%) Data Analysis Expressions (DAX)
6 12 (6.78%) JavaScript
6 12 (6.78%) VB.NET
7 9 (5.08%) RPG
7 9 (5.08%) RPG IV
8 5 (2.82%) C
9 1 (0.56%) PHP
9 1 (0.56%) R
9 1 (0.56%) VBA
Qualifications
1 15 (8.47%) Degree
2 2 (1.13%) PMI Certification
Quality Assurance & Compliance
1 38 (21.47%) Data Quality
2 4 (2.26%) QA
3 1 (0.56%) Sarbanes-Oxley
System Software
1 1 (0.56%) Firmware
1 1 (0.56%) SRDF
1 1 (0.56%) VMware Infrastructure
Systems Management
1 2 (1.13%) HP Quality Center
2 1 (0.56%) EMC VPLEX
2 1 (0.56%) Microsoft Clustering
Vendors
1 62 (35.03%) Oracle
2 23 (12.99%) IBM
3 20 (11.30%) Microsoft
4 19 (10.73%) Informatica
5 14 (7.91%) Tableau
6 11 (6.21%) Cognos
7 10 (5.65%) SAP
8 9 (5.08%) Ab Initio
9 8 (4.52%) Sybase
9 8 (4.52%) webMethods
10 7 (3.95%) Salesforce.com
11 4 (2.26%) Software AG
12 3 (1.69%) Casewise
12 3 (1.69%) Talend
12 3 (1.69%) TIBCO
12 3 (1.69%) Vitria
13 2 (1.13%) HP
14 1 (0.56%) Cisco
14 1 (0.56%) EMC
14 1 (0.56%) Red Hat
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