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 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 112 93 141
Rank change year-on-year
-19 +48
Permanent jobs citing ETL 104 139 91
As % of all permanent IT jobs located in Berkshire 2.32% 2.72% 1.55%
As % of the Processes & Methodologies category 2.64% 3.21% 1.90%
Number of salaries quoted 97 96 79
Median salary £52,500 £52,500 £55,000
Median salary % change year-on-year
- -4.54%
90% offered a salary of more than £42,500 £37,500 £40,000
10% offered a salary of more than £80,000 £72,500 £73,000
UK excluding London median salary £45,000 £46,000 £45,000
% change year-on-year
-2.17% +2.22%
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
3940 4332 4783
As % of all permanent IT jobs located in Berkshire 87.71% 84.91% 81.32%
Number of salaries quoted 3061 3242 3212
Median salary £50,000 £52,000 £50,000
Median salary % change year-on-year
-3.84% +4.00%
90% offered a salary of more than £35,000 £34,000 £30,000
10% offered a salary of more than £72,500 £75,000 £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 25 August 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 25 August 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
Slough +11 27 £53,750 -10.41% 2
Bracknell -5 9 £70,000 +91.78% 1
Reading -16 9 £55,000 +33.33% 2
Maidenhead -6 5 £75,000 +226.08%
Wokingham - 2 £57,500 -
Windsor -11 1 £42,500 -10.52%
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 25 August 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.

1 104 (50.00%) Business Intelligence
2 97 (46.63%) SQL Server
3 96 (46.15%) SQL
4 94 (45.19%) Data Warehouse
5 75 (36.06%) SOA
6 72 (34.62%) Oracle
7 59 (28.37%) Agile Software Development
8 55 (26.44%) ITIL
9 52 (25.00%) Finance
10 50 (24.04%) SQL Server Integration Services
11 48 (23.08%) Data Modelling
12 40 (19.23%) T-SQL
12 40 (19.23%) Middleware
13 39 (18.75%) Stakeholder Management
13 39 (18.75%) SQL Server Reporting Services
13 39 (18.75%) Data Quality
14 37 (17.79%) XML
15 36 (17.31%) Cognos
16 35 (16.83%) BusinessObjects
17 33 (15.87%) TOGAF
18 31 (14.90%) Microsoft
19 28 (13.46%) C#
19 28 (13.46%) SQL Server Analysis Services
20 27 (12.98%) Data Management
20 27 (12.98%) .NET
20 27 (12.98%) DB2
21 26 (12.50%) PL/SQL
21 26 (12.50%) Data Integration
21 26 (12.50%) SQL Server 2008
21 26 (12.50%) Waterfall

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 25 (12.02%) WebSphere
2 8 (3.85%) SAS
3 7 (3.37%) CMS
4 5 (2.40%) Apache Pig
4 5 (2.40%) Apache Spark
4 5 (2.40%) Elasticsearch
4 5 (2.40%) IIS
4 5 (2.40%) SharePoint
4 5 (2.40%) Tomcat
5 1 (0.48%) Apache
5 1 (0.48%) JBoss
Applications
1 23 (11.06%) MS Excel
2 2 (0.96%) MS Office
Business Applications
1 2 (0.96%) Cognos Business Intelligence
1 2 (0.96%) Eloqua
Cloud Services
1 14 (6.73%) SaaS
2 2 (0.96%) Oracle CX
3 1 (0.48%) Microsoft Azure
3 1 (0.48%) Office 365
3 1 (0.48%) SuccessFactors
Communications & Networking
1 2 (0.96%) S/MIME
1 2 (0.96%) SSL
2 1 (0.48%) DNS
2 1 (0.48%) FTP
2 1 (0.48%) NAS
2 1 (0.48%) SAN
Database & Business Intelligence
1 97 (46.63%) SQL Server
2 94 (45.19%) Data Warehouse
3 50 (24.04%) SQL Server Integration Services
4 39 (18.75%) SQL Server Reporting Services
5 35 (16.83%) BusinessObjects
6 28 (13.46%) SQL Server Analysis Services
7 27 (12.98%) DB2
8 26 (12.50%) SQL Server 2008
9 24 (11.54%) SQL Server 2012
10 23 (11.06%) SQL Server 2014
11 22 (10.58%) Relational Database
12 16 (7.69%) DataStage
13 14 (6.73%) Data Mining
13 14 (6.73%) Oracle ODI
13 14 (6.73%) PowerCenter
14 13 (6.25%) Big Data
15 12 (5.77%) Microsoft Analysis Services
15 12 (5.77%) OLTP
15 12 (5.77%) Oracle Database
16 11 (5.29%) RDBMS
Development Applications
1 10 (4.81%) JIRA
2 6 (2.88%) Visual Studio
3 5 (2.40%) SQL Server Management Studio (SSMS)
4 2 (0.96%) Toad
5 1 (0.48%) Talend Open Studio
5 1 (0.48%) Team Foundation Server
General
1 52 (25.00%) Finance
2 17 (8.17%) Banking
3 13 (6.25%) Legal
4 12 (5.77%) Retail
5 11 (5.29%) Telecoms
6 9 (4.33%) Marketing
7 8 (3.85%) Billing
8 7 (3.37%) Publishing
9 4 (1.92%) Automotive
9 4 (1.92%) Financial Institution
10 1 (0.48%) Law
Job Titles
1 52 (25.00%) Architect
2 50 (24.04%) Developer
3 36 (17.31%) Business Intelligence Developer
4 27 (12.98%) Analyst
5 25 (12.02%) Business Intelligence Architect
6 24 (11.54%) SQL Developer
7 23 (11.06%) Applications Support
8 19 (9.13%) SQL BI Developer
9 18 (8.65%) Integration Manager
10 17 (8.17%) Solutions Architect
10 17 (8.17%) SSIS Developer
11 15 (7.21%) Data Integration Manager
11 15 (7.21%) Data Manager
11 15 (7.21%) Integration Architect
12 12 (5.77%) Business Intelligence Manager
13 11 (5.29%) Data Architect
13 11 (5.29%) Data Warehouse Developer
13 11 (5.29%) DBA
13 11 (5.29%) Lead Architect
13 11 (5.29%) SQL DBA
Libraries, Frameworks & Software Standards
1 40 (19.23%) Middleware
2 37 (17.79%) XML
3 27 (12.98%) .NET
4 24 (11.54%) WebSphere MQ
5 21 (10.10%) ASP.NET
5 21 (10.10%) ASP.NET MVC
5 21 (10.10%) ASP.NET MVC 4
5 21 (10.10%) ASP.NET MVC 5
5 21 (10.10%) ASP.NET Web Forms
5 21 (10.10%) MDX
6 15 (7.21%) Oracle GoldenGate
7 14 (6.73%) Oracle Fusion
8 9 (4.33%) REST
9 6 (2.88%) J2EE
10 5 (2.40%) Kafka
10 5 (2.40%) Web Services
11 4 (1.92%) JSON
12 3 (1.44%) SOAP
13 2 (0.96%) CSS
13 2 (0.96%) XML Messaging
Miscellaneous
1 26 (12.50%) Analytical Skills
1 26 (12.50%) Data Integration
2 12 (5.77%) Statistics
3 8 (3.85%) Computer Science
3 8 (3.85%) Management Information System
4 7 (3.37%) IBM Mainframe
4 7 (3.37%) Mainframe
5 6 (2.88%) Replication
6 5 (2.40%) Mobile App
7 4 (1.92%) Clustering
7 4 (1.92%) Visualisation
8 3 (1.44%) iSeries
9 2 (0.96%) Algorithms
9 2 (0.96%) NHS
9 2 (0.96%) PMI
9 2 (0.96%) Reference Data
10 1 (0.48%) EMC VMAX
10 1 (0.48%) EMC VNX
10 1 (0.48%) Enterprise Software
10 1 (0.48%) Fintech
Operating Systems
1 8 (3.85%) Unix
2 6 (2.88%) Linux
2 6 (2.88%) Windows
3 2 (0.96%) Android
3 2 (0.96%) Apple iOS
4 1 (0.48%) Red Hat Enterprise Linux
4 1 (0.48%) Windows Server
Processes & Methodologies
1 104 (50.00%) Business Intelligence
2 75 (36.06%) SOA
3 59 (28.37%) Agile Software Development
4 55 (26.44%) ITIL
5 48 (23.08%) Data Modelling
6 39 (18.75%) Stakeholder Management
7 33 (15.87%) TOGAF
8 27 (12.98%) Data Management
9 26 (12.50%) Waterfall
10 24 (11.54%) Performance Tuning
11 23 (11.06%) SDLC
12 22 (10.58%) Analytics
13 21 (10.10%) MVC
13 21 (10.10%) UML
14 17 (8.17%) Data Governance
14 17 (8.17%) Master Data Management
15 15 (7.21%) Mentoring
16 14 (6.73%) Presales
17 13 (6.25%) Kimball Methodology
17 13 (6.25%) Migration
Programming Languages
1 96 (46.15%) SQL
2 40 (19.23%) T-SQL
3 28 (13.46%) C#
4 26 (12.50%) PL/SQL
5 24 (11.54%) JavaScript
6 13 (6.25%) Data Analysis Expressions (DAX)
7 8 (3.85%) Java
8 5 (2.40%) Shell Script
9 4 (1.92%) PowerShell
10 3 (1.44%) C
10 3 (1.44%) VB.NET
11 2 (0.96%) C++
11 2 (0.96%) RPG
11 2 (0.96%) RPG IV
12 1 (0.48%) ABAP
12 1 (0.48%) PHP
12 1 (0.48%) SAPscript
12 1 (0.48%) VBA
Qualifications
1 24 (11.54%) Degree
2 7 (3.37%) ISEB
3 6 (2.88%) Oracle Certification
4 2 (0.96%) PMI Certification
Quality Assurance & Compliance
1 39 (18.75%) Data Quality
2 12 (5.77%) QA
3 1 (0.48%) PCI DSS
3 1 (0.48%) Sarbanes-Oxley
System Software
1 5 (2.40%) HDFS
2 1 (0.48%) Active Directory
2 1 (0.48%) Firmware
2 1 (0.48%) SRDF
2 1 (0.48%) VMware Infrastructure
Systems Management
1 5 (2.40%) Hadoop YARN
2 2 (0.96%) SCCM
3 1 (0.48%) EMC VPLEX
3 1 (0.48%) Jitterbit
3 1 (0.48%) Microsoft Clustering
3 1 (0.48%) MOM
Vendors
1 72 (34.62%) Oracle
2 36 (17.31%) Cognos
3 31 (14.90%) Microsoft
4 23 (11.06%) IBM
5 18 (8.65%) SAP
6 15 (7.21%) Ab Initio
6 15 (7.21%) Casewise
6 15 (7.21%) webMethods
7 14 (6.73%) Informatica
8 12 (5.77%) Software AG
9 10 (4.81%) Salesforce.com
10 3 (1.44%) Citrix
10 3 (1.44%) HP
10 3 (1.44%) Tableau
11 2 (0.96%) Siebel
11 2 (0.96%) Splunk
12 1 (0.48%) BMC
12 1 (0.48%) Cisco
12 1 (0.48%) EMC
12 1 (0.48%) Sybase
Reading, Berkshire
The One Group
Salary: £50k - 65k per year + Benefits
Posted: 18 hours ago
Berkshire
McGregor Boyall
Salary: £40000 - £55000 per annum
Posted: 20 hours ago
Slough, Berkshire
set2recruit
Salary: From £40,000 to £50,000 per annum + On call allowance up to £8k
Posted: Yesterday
Bracknell, Berkshire
Senitor Associates
Salary: £50000 per annum + life/medical insurance
Posted: 19 hours ago
Reading, Berkshire
PRUDENTIAL
Posted: 2 days ago
Berkshire
Applause IT Innovation
Salary: £38000 - £45000 per annum + +Great Benefits + Expenses
Posted: 6 days ago
Slough, Berkshire
Uniting Ambition
Salary: £40k - 50k per year + Bonus, Car, Holidays, Pension and Healthcare!
Posted: 3 days ago