The table below looks at the statistics for ETL skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 167 213 202
Rank change year-on-year
+46 -11
Permanent jobs citing ETL 91 75 91
As % of all permanent IT jobs located in the East of England 1.40% 0.98% 1.06%
As % of the Processes & Methodologies category 1.61% 1.18% 1.31%
Number of salaries quoted 83 65 76
Median salary £50,000 £52,500 £41,500
Median salary % change year-on-year
-4.76% +26.50%
90% offered a salary of more than £38,000 £39,750 £27,500
10% offered a salary of more than £70,000 £75,000 £50,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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 of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5636 6366 6971
As % of all permanent IT jobs located in the East of England 86.55% 83.26% 81.27%
Number of salaries quoted 4680 5207 5734
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in the East of England

The demand trend of job ads across the East of England 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 of England

ETL
Salary Trend in the East of England

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

ETL Salary Trend in the East of England

ETL
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing ETL across the East of England region over the 3 months to 29 May 2016.

ETL Salary Histogram in the East of England

ETL
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the East of England region over the 3 months to 29 May 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
Hertfordshire +29 34 £52,500 +10.52% 5
Cambridgeshire +12 26 £44,000 -34.81% 5
Essex +20 16 £38,500 -26.66%
Bedfordshire +2 13 £47,000 -25.09% 3
Suffolk +13 1 £37,500 -40.00%
ETL
England

ETL
Top 30 Related IT Skills in the East of England

For the 6 months to 29 May 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 of England region with a requirement for ETL.

1 118 (59.60%) SQL
2 115 (58.08%) SQL Server
2 115 (58.08%) Business Intelligence
3 108 (54.55%) SQL Server Integration Services
4 82 (41.41%) SQL Server Reporting Services
5 80 (40.40%) Data Warehouse
6 72 (36.36%) Finance
7 67 (33.84%) SQL Server Analysis Services
8 57 (28.79%) Microsoft
9 54 (27.27%) Analytics
10 48 (24.24%) .NET
11 46 (23.23%) Degree
11 46 (23.23%) Agile Software Development
12 43 (21.72%) T-SQL
13 42 (21.21%) Oracle
14 41 (20.71%) Web Services
14 41 (20.71%) Tableau
15 38 (19.19%) Computer Science
15 38 (19.19%) C#
16 35 (17.68%) Data Modelling
17 34 (17.17%) BusinessObjects
18 31 (15.66%) ASP.NET
19 29 (14.65%) MS Excel
19 29 (14.65%) MVC
20 28 (14.14%) SQL Server 2008
21 26 (13.13%) SDLC
21 26 (13.13%) SOA
21 26 (13.13%) XML
21 26 (13.13%) SAP
22 25 (12.63%) Crystal Reports

ETL
Top Related IT Skills in the East of England 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 (12.63%) SharePoint
2 12 (6.06%) BizTalk Server
3 5 (2.53%) IIS
3 5 (2.53%) WebLogic
4 3 (1.52%) SharePoint Server
5 2 (1.01%) Tomcat
6 1 (0.51%) JCAPS
6 1 (0.51%) Oracle SOA Suite
6 1 (0.51%) SAS
6 1 (0.51%) WebSphere
Applications
1 29 (14.65%) MS Excel
2 6 (3.03%) MS Office
3 4 (2.02%) MS PowerPoint
4 3 (1.52%) DOC1
5 2 (1.01%) MS Visio
6 1 (0.51%) SPSS
Business Applications
1 10 (5.05%) SAP FI
2 4 (2.02%) Oracle Procure-to-Pay
3 3 (1.52%) Exstream
4 2 (1.01%) Dynamics AX
4 2 (1.01%) SAP BPC
5 1 (0.51%) Cognos TM1
5 1 (0.51%) Dynamics CRM
5 1 (0.51%) Dynamics NAV
5 1 (0.51%) JDE OneWorld
5 1 (0.51%) Oracle Applications
Cloud Services
1 8 (4.04%) SaaS
2 7 (3.54%) Microsoft Azure
3 2 (1.01%) Cloud Computing
3 2 (1.01%) Mimecast
3 2 (1.01%) Office 365
Communications & Networking
1 2 (1.01%) DNS
1 2 (1.01%) FTP
1 2 (1.01%) PPP
2 1 (0.51%) Firewall
2 1 (0.51%) HTTP
2 1 (0.51%) NAS
2 1 (0.51%) SAN
2 1 (0.51%) TCP/IP
Database & Business Intelligence
1 115 (58.08%) SQL Server
2 108 (54.55%) SQL Server Integration Services
3 82 (41.41%) SQL Server Reporting Services
4 80 (40.40%) Data Warehouse
5 67 (33.84%) SQL Server Analysis Services
6 34 (17.17%) BusinessObjects
7 28 (14.14%) SQL Server 2008
8 25 (12.63%) Crystal Reports
9 24 (12.12%) Relational Database
9 24 (12.12%) SQL Server 2012
10 19 (9.60%) OLAP
11 17 (8.59%) Data Mining
12 14 (7.07%) BusinessObjects XI
13 12 (6.06%) BusinessObjects Web Intelligence
14 11 (5.56%) Microsoft Analysis Services
14 11 (5.56%) Power BI
15 10 (5.05%) Big Data
15 10 (5.05%) Spotfire
16 9 (4.55%) NoSQL
16 9 (4.55%) Oracle Database
Development Applications
1 18 (9.09%) Subversion
2 12 (6.06%) ERwin
3 4 (2.02%) Talend Open Studio
3 4 (2.02%) Toad
4 3 (1.52%) Team Foundation Server
5 2 (1.01%) Oracle Forms
6 1 (0.51%) NUnit
6 1 (0.51%) Rational Rose
6 1 (0.51%) SQL Server Management Studio (SSMS)
6 1 (0.51%) TeamCity
General
1 72 (36.36%) Finance
2 22 (11.11%) Retail
3 17 (8.59%) Pharmaceutical
3 17 (8.59%) Telecoms
4 7 (3.54%) Banking
5 2 (1.01%) Manufacturing
6 1 (0.51%) Advertising
6 1 (0.51%) Legal
6 1 (0.51%) Marketing
Job Titles
1 104 (52.53%) Developer
2 41 (20.71%) SQL Developer
3 35 (17.68%) Architect
4 31 (15.66%) Business Intelligence Developer
5 26 (13.13%) Data Architect
6 24 (12.12%) Analyst
7 20 (10.10%) Senior Developer
8 19 (9.60%) C# Developer
9 12 (6.06%) SQL BI Developer
9 12 (6.06%) SQL Server Developer
9 12 (6.06%) SSIS Developer
10 11 (5.56%) .NET Developer
10 11 (5.56%) BizTalk Developer
10 11 (5.56%) ETL Developer
10 11 (5.56%) Excel Developer
10 11 (5.56%) SSRS Developer
11 10 (5.05%) Consultant
12 9 (4.55%) Senior C# Developer
12 9 (4.55%) T-SQL Developer
13 8 (4.04%) Tableau Developer
Libraries, Frameworks & Software Standards
1 48 (24.24%) .NET
2 41 (20.71%) Web Services
3 31 (15.66%) ASP.NET
4 26 (13.13%) XML
5 24 (12.12%) HTML
6 22 (11.11%) CSS
7 21 (10.61%) jQuery
8 17 (8.59%) Ajax
9 16 (8.08%) MDX
10 13 (6.57%) WCF
11 11 (5.56%) XML Schema
12 9 (4.55%) ASP.NET MVC
13 5 (2.53%) ASP.NET MVC 4
14 4 (2.02%) J2EE
15 3 (1.52%) .NET Framework
15 3 (1.52%) ASP.NET Web Forms
16 2 (1.01%) Apache Flex
16 2 (1.01%) Entity Framework
16 2 (1.01%) LINQ
16 2 (1.01%) RabbitMQ
Miscellaneous
1 38 (19.19%) Computer Science
2 24 (12.12%) Analytical Skills
3 22 (11.11%) Data Integration
4 20 (10.10%) Mathematics
5 14 (7.07%) Management Information System
6 7 (3.54%) Data Structures
7 6 (3.03%) N-Tier
8 5 (2.53%) Public Cloud
9 4 (2.02%) iPad
10 3 (1.52%) Data Conversion
10 3 (1.52%) Data Extraction
11 2 (1.01%) Visualisation
12 1 (0.51%) Economics
12 1 (0.51%) Enterprise Software
12 1 (0.51%) Fintech
12 1 (0.51%) NHS
12 1 (0.51%) Physics
12 1 (0.51%) Private Cloud
12 1 (0.51%) Replication
12 1 (0.51%) RIA
Operating Systems
1 18 (9.09%) Windows
2 7 (3.54%) Unix
3 6 (3.03%) Windows Server
4 2 (1.01%) Linux
5 1 (0.51%) Apple iOS
5 1 (0.51%) Fedora
5 1 (0.51%) HPUX
Processes & Methodologies
1 115 (58.08%) Business Intelligence
2 54 (27.27%) Analytics
3 46 (23.23%) Agile Software Development
4 35 (17.68%) Data Modelling
5 29 (14.65%) MVC
6 26 (13.13%) SDLC
6 26 (13.13%) SOA
7 20 (10.10%) Data Management
7 20 (10.10%) Web Development
8 19 (9.60%) Data Analysis
9 18 (9.09%) Information Management
9 18 (9.09%) Performance Tuning
10 17 (8.59%) Information Architecture
10 17 (8.59%) Project Management
10 17 (8.59%) Workflow
11 16 (8.08%) Business Analysis
12 15 (7.58%) Data Architecture
12 15 (7.58%) Data Governance
12 15 (7.58%) Enterprise Architecture
13 14 (7.07%) Migration
Programming Languages
1 118 (59.60%) SQL
2 43 (21.72%) T-SQL
3 38 (19.19%) C#
4 22 (11.11%) JavaScript
5 21 (10.61%) Java
6 13 (6.57%) PL/SQL
7 11 (5.56%) VB.NET
8 8 (4.04%) VBA
9 7 (3.54%) VB
10 6 (3.03%) ABAP
10 6 (3.03%) VBScript
11 4 (2.02%) Shell Script
12 2 (1.01%) SAPscript
13 1 (0.51%) ANSI SQL
13 1 (0.51%) C++
13 1 (0.51%) Objective-C
13 1 (0.51%) PowerShell
13 1 (0.51%) Python
13 1 (0.51%) R
13 1 (0.51%) X++
Qualifications
1 46 (23.23%) Degree
2 1 (0.51%) ITIL Foundation Certificate
2 1 (0.51%) Oracle Certification
2 1 (0.51%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 11 (5.56%) Data Quality
2 6 (3.03%) ISO/IEC 27001
2 6 (3.03%) PCI DSS
2 6 (3.03%) SLA
3 2 (1.01%) QA
System Software
1 2 (1.01%) Active Directory
2 1 (0.51%) Hyper-V
2 1 (0.51%) Oracle RAC
2 1 (0.51%) VMware Infrastructure
Systems Management
1 3 (1.52%) Dollar Universe
2 2 (1.01%) SCCM
3 1 (0.51%) Data Guard
3 1 (0.51%) Oozie
3 1 (0.51%) ZABBIX
Vendors
1 57 (28.79%) Microsoft
2 42 (21.21%) Oracle
3 41 (20.71%) Tableau
4 26 (13.13%) SAP
5 13 (6.57%) Informatica
6 6 (3.03%) HP
7 5 (2.53%) Cognos
8 4 (2.02%) IBM
8 4 (2.02%) JDA
8 4 (2.02%) Talend
8 4 (2.02%) WSO2
9 3 (1.52%) Citrix
9 3 (1.52%) JD Edwards
9 3 (1.52%) Netezza
9 3 (1.52%) Teradata
10 2 (1.01%) hybris
11 1 (0.51%) 3PAR
11 1 (0.51%) Brocade
11 1 (0.51%) ServiceNow
11 1 (0.51%) VMware
Luton, Bedfordshire
Poole and Partners
Salary: From £40,000 to £55,000 per annum plus 20 - 30% bonus
Posted: 2 days ago
Luton, Bedfordshire
Poole and Partners
Salary: From £50,000 to £65,000 per annum plus 20 - 30% bonus
Posted: 2 days ago
Watford
Edward Carter Solutions
Salary: £45,000 - £55,000 per year + fantastic package
Posted: 4 days ago
Peterborough
Deerfoot IT Resources Ltd
Salary: £40000 per annum + benefits
Posted: 9 days ago
Hinxton near Cambridge, UK
EMBL
Salary: Competitive plus benefits
Posted: 4 days ago
Peterborough, Cambridgeshire
Sanderson
Salary: £34000.00 - £40000.00 per annum
Posted: 17 days ago
Watford
Vivid Resourcing
Posted: 12 days ago
Peterborough
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + benefits
Posted: 18 days ago
Luton
Ortolan Group
Salary: £40000 - £46000 per annum
Posted: 11 days ago
Hertfordshire
Lawrence Harvey
Salary: £90000 - £100000.00 per annum + £6,000 car + 15-20% bonus + bens
Posted: 19 days ago
Cambridge, Cambridgeshire
ANSON MCCADE
Salary: £40,000- £60,000+attractive benefits, 30 days holiday, career progress
Posted: 5 days ago
Maple Cross, Nr Rickmansworth, Hertforshire
Rushworths Associates
Salary: Competitive base + car/car allowance & benefits
Posted: 23 days ago