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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 99 100 102
Rank change year-on-year
+1 +2
Permanent jobs citing ETL 22 28 42
As % of all permanent IT jobs located in Cambridgeshire 1.34% 1.42% 1.66%
As % of the Processes & Methodologies category 1.62% 1.65% 1.93%
Number of salaries quoted 19 24 37
Median salary £77,500 £45,000 £60,000
Median salary % change year-on-year
+72.22% -25.00%
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
1362 1699 2178
As % of all permanent IT jobs located in Cambridgeshire 83.15% 86.33% 85.92%
Number of salaries quoted 1136 1470 1688
Median salary £46,900 £44,500 £45,000
Median salary % change year-on-year
+5.39% -1.11%
90% offered a salary of more than £31,684 £32,500 £30,000
10% offered a salary of more than £67,500 £60,000 £60,000
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 5 December 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 5 December 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 +20 22 £77,500 +72.22% 3
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 5 December 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 43 (84.31%) Business Intelligence
2 33 (64.71%) Data Warehouse
3 32 (62.75%) Finance
4 29 (56.86%) BusinessObjects
5 25 (49.02%) SQL Server
6 22 (43.14%) SAP
7 21 (41.18%) SQL Server Integration Services
8 19 (37.25%) Crystal Reports
9 17 (33.33%) SQL
9 17 (33.33%) Spotfire
9 17 (33.33%) SQL Server 2008
9 17 (33.33%) Analytical Skills
10 16 (31.37%) Software Engineering
11 15 (29.41%) Data Modelling
12 14 (27.45%) Project Management
12 14 (27.45%) Business Analysis
12 14 (27.45%) Oracle BI EE
13 13 (25.49%) Agile Software Development
13 13 (25.49%) Analytics
13 13 (25.49%) Relational Database
14 12 (23.53%) Cognos
15 11 (21.57%) ERP
15 11 (21.57%) JavaScript
15 11 (21.57%) Python
15 11 (21.57%) SQL Server Reporting Services
16 10 (19.61%) Master Data Management
16 10 (19.61%) Data Analytics
16 10 (19.61%) Data Management
16 10 (19.61%) PL/SQL
16 10 (19.61%) Unix

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 (13.73%) SharePoint
2 3 (5.88%) SAS
3 2 (3.92%) Apache Spark
Applications
1 3 (5.88%) SPSS
2 2 (3.92%) MS Excel
Business Applications
1 3 (5.88%) Oracle BPM
1 3 (5.88%) SAP CO
1 3 (5.88%) SAP FI
1 3 (5.88%) SAP FI/CO
2 2 (3.92%) SAP R/3
3 1 (1.96%) SAP MDM
Cloud Services
1 4 (7.84%) Amazon AWS
2 1 (1.96%) Cloud Computing
Database & Business Intelligence
1 33 (64.71%) Data Warehouse
2 29 (56.86%) BusinessObjects
3 25 (49.02%) SQL Server
4 21 (41.18%) SQL Server Integration Services
5 19 (37.25%) Crystal Reports
6 17 (33.33%) Spotfire
6 17 (33.33%) SQL Server 2008
7 14 (27.45%) Oracle BI EE
8 13 (25.49%) Relational Database
9 11 (21.57%) SQL Server Reporting Services
10 10 (19.61%) SAP BW
11 9 (17.65%) BusinessObjects XI
12 7 (13.73%) Lumira
13 5 (9.80%) Big Data
13 5 (9.80%) Enterprise Data Warehouse
14 3 (5.88%) Apache Hive
14 3 (5.88%) BusinessObjects Web Intelligence
14 3 (5.88%) Hadoop
14 3 (5.88%) Oracle Database
14 3 (5.88%) QlikView
Development Applications
1 7 (13.73%) Oracle APEX
2 5 (9.80%) Talend Open Studio
3 1 (1.96%) ERwin
3 1 (1.96%) JIRA
General
1 32 (62.75%) Finance
2 7 (13.73%) Pharmaceutical
3 2 (3.92%) Billing
3 2 (3.92%) Legal
4 1 (1.96%) Retail
Job Titles
1 19 (37.25%) Developer
2 13 (25.49%) Architect
3 11 (21.57%) ETL Developer
3 11 (21.57%) SSIS Developer
4 7 (13.73%) Solutions Architect
5 6 (11.76%) Analyst
5 6 (11.76%) Business Intelligence Analyst
5 6 (11.76%) Project Manager
6 5 (9.80%) Data Architect
6 5 (9.80%) Data Warehouse Architect
6 5 (9.80%) Enterprise Solutions Architect
6 5 (9.80%) Senior Architect
6 5 (9.80%) Senior Solutions Architect
7 4 (7.84%) Business Intelligence Manager
7 4 (7.84%) Business Intelligence Project Manager
7 4 (7.84%) Data Scientist
7 4 (7.84%) Systems Manager
8 3 (5.88%) Business Intelligence Developer
8 3 (5.88%) Consultant
9 2 (3.92%) Oracle Developer
Libraries, Frameworks & Software Standards
1 9 (17.65%) REST
2 6 (11.76%) XML
3 4 (7.84%) scikit-learn
4 2 (3.92%) Apache Flex
4 2 (3.92%) D3.js
4 2 (3.92%) Web Services
Miscellaneous
1 17 (33.33%) Analytical Skills
2 7 (13.73%) Mathematics
2 7 (13.73%) Statistics
3 5 (9.80%) Visualisation
4 4 (7.84%) Algorithms
5 1 (1.96%) Data Integration
5 1 (1.96%) Physics
5 1 (1.96%) Taxonomies
Operating Systems
1 10 (19.61%) Unix
Processes & Methodologies
1 43 (84.31%) Business Intelligence
2 16 (31.37%) Software Engineering
3 15 (29.41%) Data Modelling
4 14 (27.45%) Business Analysis
4 14 (27.45%) Project Management
5 13 (25.49%) Agile Software Development
5 13 (25.49%) Analytics
6 11 (21.57%) ERP
7 10 (19.61%) Data Analytics
7 10 (19.61%) Data Management
7 10 (19.61%) Master Data Management
8 9 (17.65%) Stakeholder Management
9 7 (13.73%) Enterprise Architecture
10 6 (11.76%) Data Analysis
10 6 (11.76%) Data Governance
10 6 (11.76%) Data Virtualisation
11 5 (9.80%) Data Visualisation
11 5 (9.80%) Document Management
11 5 (9.80%) ETL Development
11 5 (9.80%) Service Design
Programming Languages
1 17 (33.33%) SQL
2 11 (21.57%) JavaScript
2 11 (21.57%) Python
3 10 (19.61%) PL/SQL
4 6 (11.76%) VBA
5 5 (9.80%) R
6 4 (7.84%) Java
7 1 (1.96%) T-SQL
Qualifications
1 6 (11.76%) Degree
2 2 (3.92%) ACCA
2 2 (3.92%) SAP Certification
Quality Assurance & Compliance
1 6 (11.76%) Data Quality
2 1 (1.96%) QA
2 1 (1.96%) SNOMED CT
Vendors
1 22 (43.14%) SAP
2 12 (23.53%) Cognos
3 9 (17.65%) Hyperion
3 9 (17.65%) Oracle
4 5 (9.80%) Talend
5 3 (5.88%) IBM
5 3 (5.88%) Tableau
6 2 (3.92%) Microsoft
7 1 (1.96%) Cognizant
7 1 (1.96%) Informatica
7 1 (1.96%) TIBCO
Cambridge
Montash Limited
Salary: £55000 - £65000 per annum + bonus & benefits
Posted: 12 days ago
Cambridge, Cambridgeshire
Cognizant
Posted: 12 days ago