The table below looks at the statistics for ETL skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 124 132
Rank change year-on-year
+35 +8
Permanent jobs citing ETL 37 10 19
As % of all permanent IT jobs located in Cambridgeshire 1.99% 0.46% 0.78%
As % of the Processes & Methodologies category 2.34% 0.54% 0.92%
Number of salaries quoted 35 10 19
Median salary £40,000 £45,000 £45,000
Median salary % change year-on-year
-11.11% -
90% offered a salary of more than £35,000 £32,500 £27,500
10% offered a salary of more than £64,500 £56,250 £61,500
UK excluding London median salary £45,000 £46,500 £44,000
% change year-on-year
-3.22% +5.68%
ETL
East of 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 Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1584 1849 2055
As % of all permanent IT jobs located in Cambridgeshire 85.34% 85.25% 84.26%
Number of salaries quoted 1309 1565 1650
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £31,500 £31,250 £30,000
10% offered a salary of more than £65,000 £62,250 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Cambridgeshire

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

ETL Jobs Demand Trend in Cambridgeshire

ETL
Salary Trend in Cambridgeshire

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

ETL Salary Trend in Cambridgeshire

ETL
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing ETL across the Cambridgeshire region over the 3 months to 27 July 2016.

ETL Salary Histogram in Cambridgeshire

ETL
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Cambridgeshire region over the 3 months to 27 July 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
Peterborough +12 18 £40,000 +23.07% 3
Cambridge +13 5 £52,500 -4.54% 2
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 27 July 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 Cambridgeshire region with a requirement for ETL.

1 53 (85.48%) Business Intelligence
2 42 (67.74%) SQL Server
2 42 (67.74%) Data Warehouse
2 42 (67.74%) SQL Server Integration Services
3 41 (66.13%) BusinessObjects
4 38 (61.29%) Crystal Reports
5 34 (54.84%) Finance
6 29 (46.77%) SQL
7 24 (38.71%) Relational Database
8 23 (37.10%) SQL Server 2008
9 21 (33.87%) BusinessObjects XI
9 21 (33.87%) SQL Server Reporting Services
10 18 (29.03%) Data Modelling
11 12 (19.35%) Data Governance
11 12 (19.35%) BusinessObjects Web Intelligence
12 11 (17.74%) Oracle
13 10 (16.13%) SAP
13 10 (16.13%) Data Management
14 9 (14.52%) Data Analysis
15 8 (12.90%) Data Integration
15 8 (12.90%) Data Architecture
15 8 (12.90%) SOA
15 8 (12.90%) Cognos
15 8 (12.90%) Web Services
15 8 (12.90%) Analytics
15 8 (12.90%) Analytical Skills
16 7 (11.29%) Data Quality
16 7 (11.29%) XML
16 7 (11.29%) EAI
16 7 (11.29%) XML Schema

ETL
Top Related IT Skills in Cambridgeshire 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 7 (11.29%) BizTalk Server
2 2 (3.23%) SAS
3 1 (1.61%) IIS
3 1 (1.61%) SharePoint
Applications
1 2 (3.23%) MS Excel
1 2 (3.23%) SPSS
Business Applications
1 5 (8.06%) SAP FI
2 1 (1.61%) Dynamics AX
2 1 (1.61%) JDE OneWorld
2 1 (1.61%) SAP MDM
Cloud Services
1 1 (1.61%) Amazon AWS
Communications & Networking
1 1 (1.61%) DNS
1 1 (1.61%) FTP
Database & Business Intelligence
1 42 (67.74%) Data Warehouse
1 42 (67.74%) SQL Server
1 42 (67.74%) SQL Server Integration Services
2 41 (66.13%) BusinessObjects
3 38 (61.29%) Crystal Reports
4 24 (38.71%) Relational Database
5 23 (37.10%) SQL Server 2008
6 21 (33.87%) BusinessObjects XI
6 21 (33.87%) SQL Server Reporting Services
7 12 (19.35%) BusinessObjects Web Intelligence
8 7 (11.29%) Spotfire
9 6 (9.68%) Enterprise Data Warehouse
9 6 (9.68%) RDBMS
10 3 (4.84%) MySQL
10 3 (4.84%) SQL Server Analysis Services
11 2 (3.23%) Oracle Database
11 2 (3.23%) QlikView
11 2 (3.23%) SAP Data Services
12 1 (1.61%) Oracle Exadata
12 1 (1.61%) Oracle ODI
Development Applications
1 6 (9.68%) ERwin
2 1 (1.61%) Oracle APEX
2 1 (1.61%) Talend Open Studio
General
1 34 (54.84%) Finance
2 6 (9.68%) Pharmaceutical
3 1 (1.61%) Banking
3 1 (1.61%) Legal
3 1 (1.61%) Manufacturing
3 1 (1.61%) Retail
Job Titles
1 36 (58.06%) Developer
2 17 (27.42%) Architect
3 16 (25.81%) Business Intelligence Developer
3 16 (25.81%) Data Architect
3 16 (25.81%) SSIS Developer
4 11 (17.74%) ETL Developer
5 10 (16.13%) Analyst
5 10 (16.13%) Business Intelligence Analyst
6 9 (14.52%) Analyst Developer
7 7 (11.29%) BizTalk Developer
8 6 (9.68%) Data Warehouse Architect
8 6 (9.68%) SQL Developer
9 5 (8.06%) Business Objects Developer
9 5 (8.06%) SQL BI Developer
10 3 (4.84%) Data Modeller
10 3 (4.84%) Information Architect
10 3 (4.84%) SSAS Developer
10 3 (4.84%) SSRS Developer
10 3 (4.84%) T-SQL Developer
11 2 (3.23%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 8 (12.90%) Web Services
2 7 (11.29%) WCF
2 7 (11.29%) XML
2 7 (11.29%) XML Schema
3 1 (1.61%) .NET
3 1 (1.61%) .NET Framework
3 1 (1.61%) ASP.NET
3 1 (1.61%) FIX Protocol
3 1 (1.61%) REST
Miscellaneous
1 8 (12.90%) Analytical Skills
1 8 (12.90%) Data Integration
2 3 (4.84%) Visualisation
3 1 (1.61%) Fintech
3 1 (1.61%) Taxonomies
Operating Systems
1 2 (3.23%) Windows
2 1 (1.61%) Unix
Processes & Methodologies
1 53 (85.48%) Business Intelligence
2 18 (29.03%) Data Modelling
3 12 (19.35%) Data Governance
4 10 (16.13%) Data Management
5 9 (14.52%) Data Analysis
6 8 (12.90%) Analytics
6 8 (12.90%) Data Architecture
6 8 (12.90%) SOA
7 7 (11.29%) EAI
7 7 (11.29%) Information Architecture
7 7 (11.29%) Stakeholder Management
8 6 (9.68%) Data Mapping
8 6 (9.68%) ETL Development
8 6 (9.68%) Performance Management
9 5 (8.06%) Information Management
9 5 (8.06%) Stakeholder Engagement
10 4 (6.45%) Change Management
11 3 (4.84%) Agile Software Development
11 3 (4.84%) Business Analysis
12 2 (3.23%) Release Management
Programming Languages
1 29 (46.77%) SQL
2 4 (6.45%) T-SQL
3 1 (1.61%) C#
3 1 (1.61%) Java
3 1 (1.61%) JavaScript
3 1 (1.61%) PL/SQL
3 1 (1.61%) Python
3 1 (1.61%) VBA
3 1 (1.61%) X++
Qualifications
1 3 (4.84%) Degree
2 1 (1.61%) Oracle Certification
Quality Assurance & Compliance
1 7 (11.29%) Data Quality
2 1 (1.61%) QA
2 1 (1.61%) SNOMED CT
System Software
1 1 (1.61%) Active Directory
Vendors
1 11 (17.74%) Oracle
2 10 (16.13%) SAP
3 8 (12.90%) Cognos
4 6 (9.68%) Informatica
5 2 (3.23%) IBM
5 2 (3.23%) JD Edwards
6 1 (1.61%) BMC
6 1 (1.61%) Citrix
6 1 (1.61%) HP
6 1 (1.61%) Microsoft
6 1 (1.61%) ServiceNow
6 1 (1.61%) Talend
Peterborough
Nigel Frank International Ltd
Salary: £35000 - £42000 per annum + Benefits, Training
Posted: Yesterday
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 2 days ago
Cambridge
OHO Group Ltd.
Salary: £400 - £450 per day
Posted: 9 days ago
Peterborough, Cambridgeshire
Quant Capital
Salary: Up to £50,000 per annum + benefits
Posted: Yesterday
Peterborough
Deerfoot IT Resources Ltd
Salary: £40000 per annum + benefits
Posted: 23 days ago
Cambridgeshire
Montash Associates
Salary: £55000 per annum + Flexible Benefits
Posted: 8 days ago
Cambridge
Montash Associates
Salary: £55000 - £60000 per annum + Benefits
Posted: 13 days ago