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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 106 117 126
Rank change year-on-year
+11 +9
Permanent jobs citing ETL 23 14 14
As % of all permanent IT jobs located in Cambridgeshire 1.33% 0.66% 0.57%
As % of the Processes & Methodologies category 1.57% 0.77% 0.68%
Number of salaries quoted 20 13 13
Median salary £40,000 £45,000 £57,500
Median salary % change year-on-year
-11.11% -21.73%
90% offered a salary of more than £35,000 £45,000 £43,000
10% offered a salary of more than £63,750 £56,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
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
1465 1823 2046
As % of all permanent IT jobs located in Cambridgeshire 84.78% 86.44% 83.85%
Number of salaries quoted 1183 1605 1594
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 £32,000 £30,500 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 26 September 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 26 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
Cambridge +16 10 £60,000 +33.33% 1
Peterborough +6 4 £40,000 -11.11% 1
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 26 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 Cambridgeshire region with a requirement for ETL.

1 45 (91.84%) Business Intelligence
2 39 (79.59%) Data Warehouse
2 39 (79.59%) SQL Server
3 37 (75.51%) SQL Server Integration Services
4 36 (73.47%) Crystal Reports
5 33 (67.35%) BusinessObjects
6 26 (53.06%) Finance
6 26 (53.06%) SQL
7 24 (48.98%) SQL Server 2008
8 23 (46.94%) Relational Database
9 19 (38.78%) BusinessObjects XI
10 16 (32.65%) SQL Server Reporting Services
11 12 (24.49%) Data Modelling
11 12 (24.49%) Data Management
12 11 (22.45%) BusinessObjects Web Intelligence
13 10 (20.41%) Cognos
13 10 (20.41%) Data Governance
14 9 (18.37%) Data Analysis
14 9 (18.37%) Analytical Skills
15 8 (16.33%) Agile Software Development
16 7 (14.29%) Data Quality
16 7 (14.29%) Master Data Management
16 7 (14.29%) Stakeholder Management
16 7 (14.29%) SAP
17 6 (12.24%) RDBMS
17 6 (12.24%) REST
17 6 (12.24%) Data Mapping
17 6 (12.24%) Software Engineering
17 6 (12.24%) Performance Management
17 6 (12.24%) Enterprise Data Warehouse

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 3 (6.12%) SAS
2 2 (4.08%) SharePoint
3 1 (2.04%) IIS
Applications
1 3 (6.12%) SPSS
2 1 (2.04%) MS Excel
Business Applications
1 1 (2.04%) JDE OneWorld
1 1 (2.04%) SAP MDM
Cloud Services
1 3 (6.12%) Amazon AWS
Communications & Networking
1 1 (2.04%) DNS
1 1 (2.04%) FTP
Database & Business Intelligence
1 39 (79.59%) Data Warehouse
1 39 (79.59%) SQL Server
2 37 (75.51%) SQL Server Integration Services
3 36 (73.47%) Crystal Reports
4 33 (67.35%) BusinessObjects
5 24 (48.98%) SQL Server 2008
6 23 (46.94%) Relational Database
7 19 (38.78%) BusinessObjects XI
8 16 (32.65%) SQL Server Reporting Services
9 11 (22.45%) BusinessObjects Web Intelligence
10 6 (12.24%) Enterprise Data Warehouse
10 6 (12.24%) RDBMS
11 4 (8.16%) Spotfire
12 3 (6.12%) Apache Hive
12 3 (6.12%) Big Data
12 3 (6.12%) Hadoop
12 3 (6.12%) Oracle Database
13 2 (4.08%) Oracle ODI
13 2 (4.08%) QlikView
14 1 (2.04%) Oracle OLAP
Development Applications
1 4 (8.16%) Talend Open Studio
2 1 (2.04%) ERwin
2 1 (2.04%) Oracle APEX
General
1 26 (53.06%) Finance
2 1 (2.04%) Banking
2 1 (2.04%) Pharmaceutical
2 1 (2.04%) Retail
Job Titles
1 29 (59.18%) Developer
2 15 (30.61%) SSIS Developer
3 14 (28.57%) Architect
4 12 (24.49%) Business Intelligence Developer
5 11 (22.45%) Data Architect
5 11 (22.45%) ETL Developer
6 9 (18.37%) Analyst
6 9 (18.37%) Business Intelligence Analyst
7 8 (16.33%) Analyst Developer
8 6 (12.24%) Data Warehouse Architect
9 5 (10.20%) Business Objects Developer
10 3 (6.12%) SQL Developer
11 2 (4.08%) Data Warehouse Developer
11 2 (4.08%) Enterprise Solutions Architect
11 2 (4.08%) Oracle Developer
11 2 (4.08%) Oracle ETL Developer
11 2 (4.08%) Senior Architect
11 2 (4.08%) Senior Solutions Architect
11 2 (4.08%) Solutions Architect
11 2 (4.08%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 6 (12.24%) REST
2 3 (6.12%) Web Services
3 1 (2.04%) FIX Protocol
Miscellaneous
1 9 (18.37%) Analytical Skills
2 5 (10.20%) Data Integration
2 5 (10.20%) Visualisation
3 1 (2.04%) Fintech
3 1 (2.04%) Taxonomies
Operating Systems
1 4 (8.16%) Unix
2 1 (2.04%) Windows
Processes & Methodologies
1 45 (91.84%) Business Intelligence
2 12 (24.49%) Data Management
2 12 (24.49%) Data Modelling
3 10 (20.41%) Data Governance
4 9 (18.37%) Data Analysis
5 8 (16.33%) Agile Software Development
6 7 (14.29%) Master Data Management
6 7 (14.29%) Stakeholder Management
7 6 (12.24%) Data Mapping
7 6 (12.24%) ETL Development
7 6 (12.24%) Performance Management
7 6 (12.24%) Software Engineering
8 5 (10.20%) Analytics
8 5 (10.20%) Data Analytics
8 5 (10.20%) Data Architecture
8 5 (10.20%) Data Visualisation
9 4 (8.16%) Business Analysis
9 4 (8.16%) Prototyping
9 4 (8.16%) Rapid Prototyping
9 4 (8.16%) SOA
Programming Languages
1 26 (53.06%) SQL
2 4 (8.16%) Java
2 4 (8.16%) JavaScript
2 4 (8.16%) PL/SQL
2 4 (8.16%) Python
3 1 (2.04%) T-SQL
3 1 (2.04%) VBA
Qualifications
1 2 (4.08%) Degree
2 1 (2.04%) Oracle Certification
Quality Assurance & Compliance
1 7 (14.29%) Data Quality
2 1 (2.04%) QA
2 1 (2.04%) SNOMED CT
System Software
1 1 (2.04%) Active Directory
Vendors
1 10 (20.41%) Cognos
2 7 (14.29%) SAP
3 5 (10.20%) Oracle
4 4 (8.16%) Talend
5 3 (6.12%) IBM
6 1 (2.04%) BMC
6 1 (2.04%) Citrix
6 1 (2.04%) HP
6 1 (2.04%) Informatica
6 1 (2.04%) JD Edwards
6 1 (2.04%) ServiceNow
6 1 (2.04%) TIBCO
Peterborough, Cambridgeshire
Quant Capital
Salary: Up to £50,000 per annum + benefits
Posted: 2 days ago