The table below looks at the statistics for ETL skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 74 92 109
Rank change year-on-year
+18 +17
Permanent jobs citing ETL 22 18 11
As % of all permanent IT jobs located in Cambridge 2.04% 1.22% 0.62%
As % of the Processes & Methodologies category 2.46% 1.41% 0.71%
Number of salaries quoted 19 15 8
Median salary £77,500 £45,000 £48,000
Median salary % change year-on-year
+72.22% -6.25%
90% offered a salary of more than £57,000 £33,500 £38,000
10% offered a salary of more than £101,000 £50,000 £68,150
UK excluding London median salary £45,000 £45,000 £45,000
ETL
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
895 1275 1552
As % of all permanent IT jobs located in Cambridge 83.02% 86.68% 87.24%
Number of salaries quoted 760 1083 1204
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 £31,684 £32,773 £30,000
10% offered a salary of more than £75,000 £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 Cambridge

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

ETL Jobs Demand Trend in Cambridge

ETL
Salary Trend in Cambridge

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

ETL Salary Trend in Cambridge

ETL
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing ETL across the Cambridge region over the 3 months to 10 December 2016.

ETL Salary Histogram in Cambridge

ETL
Top 30 Related IT Skills in Cambridge

For the 6 months to 10 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 Cambridge region with a requirement for ETL.

1 23 (74.19%) Business Intelligence
2 20 (64.52%) SAP
3 19 (61.29%) Finance
4 17 (54.84%) Spotfire
5 16 (51.61%) Software Engineering
5 16 (51.61%) BusinessObjects
6 14 (45.16%) Project Management
6 14 (45.16%) Business Analysis
6 14 (45.16%) Oracle BI EE
6 14 (45.16%) Analytical Skills
7 13 (41.94%) Analytics
7 13 (41.94%) Agile Software Development
7 13 (41.94%) Data Warehouse
7 13 (41.94%) SQL
8 11 (35.48%) JavaScript
8 11 (35.48%) Python
8 11 (35.48%) ERP
9 10 (32.26%) Data Modelling
9 10 (32.26%) Unix
9 10 (32.26%) PL/SQL
9 10 (32.26%) Data Management
9 10 (32.26%) Master Data Management
9 10 (32.26%) Data Analytics
10 9 (29.03%) REST
10 9 (29.03%) Oracle
10 9 (29.03%) Hyperion
10 9 (29.03%) SAP BW
11 7 (22.58%) Pharmaceutical
11 7 (22.58%) SharePoint
11 7 (22.58%) Enterprise Architecture

ETL
Top Related IT Skills in Cambridge 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 (22.58%) SharePoint
2 3 (9.68%) SAS
3 2 (6.45%) Apache Spark
Applications
1 3 (9.68%) SPSS
2 2 (6.45%) MS Excel
Business Applications
1 3 (9.68%) Oracle BPM
1 3 (9.68%) SAP CO
1 3 (9.68%) SAP FI
1 3 (9.68%) SAP FI/CO
2 2 (6.45%) SAP R/3
3 1 (3.23%) SAP MDM
Cloud Services
1 4 (12.90%) Amazon AWS
2 1 (3.23%) Cloud Computing
Database & Business Intelligence
1 17 (54.84%) Spotfire
2 16 (51.61%) BusinessObjects
3 14 (45.16%) Oracle BI EE
4 13 (41.94%) Data Warehouse
5 9 (29.03%) SAP BW
6 7 (22.58%) Lumira
7 5 (16.13%) Big Data
7 5 (16.13%) SQL Server
8 3 (9.68%) Apache Hive
8 3 (9.68%) Hadoop
8 3 (9.68%) Oracle Database
8 3 (9.68%) SQL Server Integration Services
8 3 (9.68%) SQL Server Reporting Services
9 2 (6.45%) Data Lake
9 2 (6.45%) Oracle ODI
9 2 (6.45%) Power BI
9 2 (6.45%) QlikView
9 2 (6.45%) SAP HANA
9 2 (6.45%) SQL Server 2008
9 2 (6.45%) SQL Server Analysis Services
Development Applications
1 7 (22.58%) Oracle APEX
2 5 (16.13%) Talend Open Studio
3 1 (3.23%) ERwin
3 1 (3.23%) JIRA
General
1 19 (61.29%) Finance
2 7 (22.58%) Pharmaceutical
3 2 (6.45%) Billing
3 2 (6.45%) Legal
Job Titles
1 8 (25.81%) Architect
2 7 (22.58%) Solutions Architect
3 6 (19.35%) Project Manager
4 5 (16.13%) Analyst
4 5 (16.13%) Business Intelligence Analyst
4 5 (16.13%) Developer
4 5 (16.13%) Enterprise Solutions Architect
4 5 (16.13%) Senior Architect
4 5 (16.13%) Senior Solutions Architect
5 4 (12.90%) Business Intelligence Manager
5 4 (12.90%) Business Intelligence Project Manager
5 4 (12.90%) Data Scientist
5 4 (12.90%) Systems Manager
6 3 (9.68%) Consultant
7 2 (6.45%) Applications Architect
7 2 (6.45%) ETL Developer
7 2 (6.45%) Oracle Developer
7 2 (6.45%) SAP CO Consultant
7 2 (6.45%) SAP Consultant
7 2 (6.45%) SAP FI/CO Consultant
Libraries, Frameworks & Software Standards
1 9 (29.03%) REST
2 6 (19.35%) XML
3 4 (12.90%) scikit-learn
4 2 (6.45%) Apache Flex
4 2 (6.45%) D3.js
4 2 (6.45%) Web Services
Miscellaneous
1 14 (45.16%) Analytical Skills
2 7 (22.58%) Mathematics
2 7 (22.58%) Statistics
3 5 (16.13%) Visualisation
4 4 (12.90%) Algorithms
5 1 (3.23%) Data Integration
5 1 (3.23%) Physics
5 1 (3.23%) Taxonomies
Operating Systems
1 10 (32.26%) Unix
Processes & Methodologies
1 23 (74.19%) Business Intelligence
2 16 (51.61%) Software Engineering
3 14 (45.16%) Business Analysis
3 14 (45.16%) Project Management
4 13 (41.94%) Agile Software Development
4 13 (41.94%) Analytics
5 11 (35.48%) ERP
6 10 (32.26%) Data Analytics
6 10 (32.26%) Data Management
6 10 (32.26%) Data Modelling
6 10 (32.26%) Master Data Management
7 7 (22.58%) Enterprise Architecture
8 6 (19.35%) Data Analysis
8 6 (19.35%) Data Virtualisation
9 5 (16.13%) Data Visualisation
9 5 (16.13%) Document Management
9 5 (16.13%) Load Testing
9 5 (16.13%) Risk Management
9 5 (16.13%) Service Design
9 5 (16.13%) Use Case
Programming Languages
1 13 (41.94%) SQL
2 11 (35.48%) JavaScript
2 11 (35.48%) Python
3 10 (32.26%) PL/SQL
4 6 (19.35%) VBA
5 5 (16.13%) R
6 4 (12.90%) Java
7 1 (3.23%) T-SQL
Qualifications
1 6 (19.35%) Degree
2 2 (6.45%) ACCA
2 2 (6.45%) SAP Certification
Quality Assurance & Compliance
1 1 (3.23%) Data Quality
1 1 (3.23%) SNOMED CT
Vendors
1 20 (64.52%) SAP
2 9 (29.03%) Hyperion
2 9 (29.03%) Oracle
3 5 (16.13%) Talend
4 4 (12.90%) Cognos
5 3 (9.68%) IBM
5 3 (9.68%) Tableau
6 2 (6.45%) Microsoft
7 1 (3.23%) Cognizant
7 1 (3.23%) Informatica
7 1 (3.23%) TIBCO
Cambridge
Montash Limited
Salary: £55000 - £65000 per annum + bonus & benefits
Posted: 17 days ago
Cambridge, Cambridgeshire
Cognizant
Posted: 18 days ago