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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 108 101 124
Rank change year-on-year
-7 +23
Permanent jobs citing ETL 93 136 114
As % of all permanent IT jobs located in Berkshire 2.19% 2.56% 1.92%
As % of the Processes & Methodologies category 2.49% 3.01% 2.33%
Number of salaries quoted 84 100 84
Median salary £50,000 £47,500 £55,000
Median salary % change year-on-year
+5.26% -13.63%
90% offered a salary of more than £43,250 £38,500 £40,000
10% offered a salary of more than £68,500 £67,750 £72,500
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
3734 4522 4885
As % of all permanent IT jobs located in Berkshire 87.94% 85.21% 82.43%
Number of salaries quoted 2877 3522 3245
Median salary £51,000 £52,500 £50,000
Median salary % change year-on-year
-2.85% +5.00%
90% offered a salary of more than £35,000 £35,000 £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 29 September 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 29 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
Slough +13 32 £52,500 -16.00% 3
Maidenhead +2 9 £57,500 +30.68%
Reading -7 7 £47,500 -5.00% 1
Bracknell -8 5 £70,000 +95.80%
Windsor -10 1 £42,500 -10.52% 1
Wokingham - 1 £57,500 -
ETL
South East

ETL
Top 30 Related IT Skills in Berkshire

For the 6 months to 29 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 Berkshire region with a requirement for ETL.

1 111 (54.41%) SQL
2 95 (46.57%) Business Intelligence
3 93 (45.59%) SQL Server
4 87 (42.65%) Data Warehouse
5 71 (34.80%) SOA
6 69 (33.82%) Oracle
7 65 (31.86%) Agile Software Development
8 55 (26.96%) SQL Server Integration Services
9 53 (25.98%) ITIL
10 47 (23.04%) Finance
11 46 (22.55%) Data Modelling
11 46 (22.55%) Data Quality
12 43 (21.08%) XML
12 43 (21.08%) T-SQL
12 43 (21.08%) SQL Server Reporting Services
13 40 (19.61%) Middleware
14 34 (16.67%) Stakeholder Management
15 33 (16.18%) C#
16 32 (15.69%) Data Management
17 31 (15.20%) .NET
18 30 (14.71%) Data Integration
19 27 (13.24%) DB2
19 27 (13.24%) Microsoft
20 26 (12.75%) Cognos
20 26 (12.75%) TOGAF
20 26 (12.75%) SQL Server 2008
20 26 (12.75%) Waterfall
21 25 (12.25%) SQL Server 2012
21 25 (12.25%) SQL Server 2014
21 25 (12.25%) SQL Server Analysis Services

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 (12.25%) WebSphere
2 13 (6.37%) SAS
3 8 (3.92%) Tomcat
4 5 (2.45%) Apache Pig
4 5 (2.45%) Apache Spark
4 5 (2.45%) Elasticsearch
4 5 (2.45%) JBoss
4 5 (2.45%) SharePoint
5 4 (1.96%) CMS
5 4 (1.96%) GlassFish
5 4 (1.96%) IIS
5 4 (1.96%) WebLogic
6 1 (0.49%) Apache
Applications
1 21 (10.29%) MS Excel
2 2 (0.98%) MS Office
Business Applications
1 3 (1.47%) BusinessWare
2 2 (0.98%) Cognos Business Intelligence
2 2 (0.98%) Eloqua
Cloud Services
1 11 (5.39%) SaaS
2 2 (0.98%) Oracle CX
2 2 (0.98%) SuccessFactors
Communications & Networking
1 1 (0.49%) DNS
1 1 (0.49%) FTP
1 1 (0.49%) NAS
1 1 (0.49%) SAN
Database & Business Intelligence
1 93 (45.59%) SQL Server
2 87 (42.65%) Data Warehouse
3 55 (26.96%) SQL Server Integration Services
4 43 (21.08%) SQL Server Reporting Services
5 27 (13.24%) DB2
6 26 (12.75%) SQL Server 2008
7 25 (12.25%) SQL Server 2012
7 25 (12.25%) SQL Server 2014
7 25 (12.25%) SQL Server Analysis Services
8 24 (11.76%) BusinessObjects
9 19 (9.31%) Relational Database
10 17 (8.33%) PowerCenter
11 14 (6.86%) Oracle ODI
12 12 (5.88%) Data Mining
12 12 (5.88%) Microsoft Analysis Services
12 12 (5.88%) OLTP
12 12 (5.88%) QlikView
13 11 (5.39%) Big Data
13 11 (5.39%) OLAP
14 10 (4.90%) Hadoop
Development Applications
1 10 (4.90%) JIRA
2 5 (2.45%) SQL Server Management Studio (SSMS)
2 5 (2.45%) Visual Studio
3 1 (0.49%) Talend Open Studio
General
1 47 (23.04%) Finance
2 19 (9.31%) Banking
3 12 (5.88%) Retail
4 11 (5.39%) Legal
5 7 (3.43%) Telecoms
6 6 (2.94%) Marketing
7 4 (1.96%) Billing
7 4 (1.96%) Publishing
8 3 (1.47%) Automotive
8 3 (1.47%) Financial Institution
Job Titles
1 58 (28.43%) Developer
2 44 (21.57%) Architect
3 35 (17.16%) Business Intelligence Developer
4 29 (14.22%) SQL Developer
5 28 (13.73%) Analyst
6 24 (11.76%) Applications Support
7 21 (10.29%) SQL BI Developer
8 20 (9.80%) Business Intelligence Architect
9 18 (8.82%) Integration Manager
10 16 (7.84%) SSIS Developer
11 15 (7.35%) Data Integration Manager
11 15 (7.35%) Data Manager
11 15 (7.35%) T-SQL Developer
12 14 (6.86%) Solutions Architect
13 13 (6.37%) Integration Architect
14 12 (5.88%) Informatica Engineer
15 11 (5.39%) Consultant
15 11 (5.39%) Lead Architect
16 10 (4.90%) Analyst Developer
16 10 (4.90%) SAS Developer
Libraries, Frameworks & Software Standards
1 43 (21.08%) XML
2 40 (19.61%) Middleware
3 31 (15.20%) .NET
4 24 (11.76%) WebSphere MQ
5 23 (11.27%) MDX
6 19 (9.31%) ASP.NET
6 19 (9.31%) ASP.NET MVC
6 19 (9.31%) ASP.NET MVC 4
6 19 (9.31%) ASP.NET MVC 5
6 19 (9.31%) ASP.NET Web Forms
7 15 (7.35%) Oracle GoldenGate
8 14 (6.86%) Oracle Fusion
8 14 (6.86%) Web Services
9 9 (4.41%) JSON
10 6 (2.94%) J2EE
10 6 (2.94%) REST
11 5 (2.45%) Java EE
11 5 (2.45%) Kafka
12 4 (1.96%) XML Messaging
13 3 (1.47%) CSS
Miscellaneous
1 30 (14.71%) Data Integration
2 24 (11.76%) Analytical Skills
3 12 (5.88%) Statistics
4 9 (4.41%) Computer Science
5 7 (3.43%) IBM Mainframe
5 7 (3.43%) Mainframe
6 5 (2.45%) Replication
7 4 (1.96%) Clustering
7 4 (1.96%) iSeries
7 4 (1.96%) Management Information System
8 3 (1.47%) Mobile App
9 2 (0.98%) Algorithms
9 2 (0.98%) PMI
9 2 (0.98%) Reference Data
9 2 (0.98%) Visualisation
10 1 (0.49%) EMC VMAX
10 1 (0.49%) EMC VNX
10 1 (0.49%) Fintech
10 1 (0.49%) NHS
Operating Systems
1 7 (3.43%) Unix
2 5 (2.45%) Windows
3 3 (1.47%) AIX
3 3 (1.47%) Linux
4 2 (0.98%) Android
4 2 (0.98%) Apple iOS
5 1 (0.49%) Windows Server
Processes & Methodologies
1 95 (46.57%) Business Intelligence
2 71 (34.80%) SOA
3 65 (31.86%) Agile Software Development
4 53 (25.98%) ITIL
5 46 (22.55%) Data Modelling
6 34 (16.67%) Stakeholder Management
7 32 (15.69%) Data Management
8 26 (12.75%) TOGAF
8 26 (12.75%) Waterfall
9 23 (11.27%) SDLC
10 21 (10.29%) Data Governance
11 20 (9.80%) Analytics
12 19 (9.31%) Master Data Management
12 19 (9.31%) MVC
12 19 (9.31%) Performance Tuning
12 19 (9.31%) UML
13 16 (7.84%) Presales
14 13 (6.37%) Kimball Methodology
14 13 (6.37%) Requirements Analysis
15 11 (5.39%) Mentoring
Programming Languages
1 111 (54.41%) SQL
2 43 (21.08%) T-SQL
3 33 (16.18%) C#
4 24 (11.76%) PL/SQL
5 22 (10.78%) JavaScript
6 15 (7.35%) Java
7 13 (6.37%) Data Analysis Expressions (DAX)
8 9 (4.41%) VB.NET
9 5 (2.45%) Shell Script
10 4 (1.96%) PowerShell
10 4 (1.96%) RPG
10 4 (1.96%) RPG IV
11 3 (1.47%) C
12 2 (0.98%) C++
13 1 (0.49%) ABAP
13 1 (0.49%) PHP
13 1 (0.49%) SAPscript
13 1 (0.49%) VBA
Qualifications
1 22 (10.78%) Degree
2 4 (1.96%) ISEB
3 2 (0.98%) PMI Certification
4 1 (0.49%) Oracle Certification
Quality Assurance & Compliance
1 46 (22.55%) Data Quality
2 10 (4.90%) QA
System Software
1 5 (2.45%) HDFS
2 1 (0.49%) Active Directory
2 1 (0.49%) Firmware
2 1 (0.49%) SRDF
2 1 (0.49%) VMware Infrastructure
Systems Management
1 5 (2.45%) Hadoop YARN
2 1 (0.49%) EMC VPLEX
2 1 (0.49%) Jitterbit
2 1 (0.49%) Microsoft Clustering
2 1 (0.49%) MOM
2 1 (0.49%) SCCM
Vendors
1 69 (33.82%) Oracle
2 27 (13.24%) Microsoft
3 26 (12.75%) Cognos
4 22 (10.78%) IBM
5 18 (8.82%) Informatica
6 16 (7.84%) Ab Initio
6 16 (7.84%) webMethods
7 15 (7.35%) Casewise
8 12 (5.88%) SAP
9 10 (4.90%) Salesforce.com
9 10 (4.90%) Software AG
10 3 (1.47%) Vitria
11 2 (0.98%) Citrix
11 2 (0.98%) HP
11 2 (0.98%) Siebel
11 2 (0.98%) Splunk
11 2 (0.98%) Tableau
12 1 (0.49%) Cloudera
12 1 (0.49%) MapR
12 1 (0.49%) Talend
Slough, Berkshire
Harvey Nash plc
Salary: £45000 - £50000 per annum
Posted: 22 hours ago
Berkshire
Austin Fraser
Salary: £45000.00 - £55000.00 per annum + Bonus + Benefits
Posted: 5 days ago
Berkshire
Austin Fraser
Salary: £55000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 5 days ago
Windsor, Berkshire
Intelligent Recruitment
Salary: From £40,000 to £60,000 per annum Superb base with commission and bene
Posted: 3 days ago
Slough, Berkshire
Uniting Ambition
Salary: £45k - 60k per year + Bonus, Car, Holidays, Pension and Healthcare!
Posted: 5 days ago
Reading
Interquest - IQ Tech
Salary: £25000 - £35000 per annum + Benefits
Posted: 14 days ago
Slough
Progressive Recruitment
Salary: competitive
Posted: 22 days ago