The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Cambridgeshire
Rank 102 111 113
Rank change year-on-year +9 +2  
Permanent jobs citing ETL 23 25 22
As % of all permanent IT jobs advertised in Cambridgeshire 1.37% 1.18% 1.07%
As % of the Processes & Methodologies category 1.56% 1.33% 1.26%
Number of salaries quoted 22 21 18
Median salary £44,500 £57,500 £70,000
Median salary % change year-on-year -22.60% -17.85%  
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1476 1879 1749
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.07% 88.42% 84.90%
Number of salaries quoted 1140 1455 1424
Median salary £46,614 £43,641 £45,000
Median salary % change year-on-year +6.81% -3.02%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Cambridgeshire

ETL
Salary Trend in Cambridgeshire

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

Salary trend for ETL in Cambridgeshire

ETL
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing ETL in Cambridgeshire over the 3 months to 22 March 2017.

Salary histogram for ETL 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 22 March 2017. 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 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 -1 8 £77,500 +40.90% 3
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 22 March 2017, 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 34 (72.34%) Oracle BI EE
2 31 (65.96%) ERP
3 30 (63.83%) Finance
4 24 (51.06%) SQL
4 24 (51.06%) Oracle
5 23 (48.94%) Business Intelligence
6 22 (46.81%) SAP
7 19 (40.43%) BusinessObjects
7 19 (40.43%) Project Management
7 19 (40.43%) Spotfire
8 18 (38.30%) Cognos
9 17 (36.17%) PL/SQL
10 16 (34.04%) Data Warehouse
10 16 (34.04%) Software Engineering
10 16 (34.04%) IT Strategy
11 15 (31.91%) Business Analysis
11 15 (31.91%) Change Management
11 15 (31.91%) Oracle EBS
11 15 (31.91%) PeopleSoft
11 15 (31.91%) Oracle ODI
11 15 (31.91%) Oracle Database
11 15 (31.91%) Analytical Skills
12 12 (25.53%) Data Modelling
12 12 (25.53%) Hyperion
12 12 (25.53%) SAP BW
13 11 (23.40%) Business Process Analysis
13 11 (23.40%) Analytics
14 10 (21.28%) Lumira
14 10 (21.28%) Mathematics
14 10 (21.28%) JavaScript

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 9 (19.15%) SharePoint
2 5 (10.64%) Apache Spark
Applications
1 2 (4.26%) MS Excel
Business Applications
1 15 (31.91%) Oracle EBS
2 7 (14.89%) Oracle EBS R12
3 4 (8.51%) SAP CO
3 4 (8.51%) SAP FI
3 4 (8.51%) SAP FI/CO
4 3 (6.38%) Oracle BPM
4 3 (6.38%) SAP R/3
Cloud Services
1 2 (4.26%) Cloud Computing
2 1 (2.13%) Amazon AWS
Database & Business Intelligence
1 34 (72.34%) Oracle BI EE
2 19 (40.43%) BusinessObjects
2 19 (40.43%) Spotfire
3 16 (34.04%) Data Warehouse
4 15 (31.91%) Oracle Database
4 15 (31.91%) Oracle ODI
5 12 (25.53%) SAP BW
6 10 (21.28%) Lumira
7 7 (14.89%) Oracle Database 12c
8 3 (6.38%) Big Data
8 3 (6.38%) SAP HANA
9 2 (4.26%) Data Lake
9 2 (4.26%) Power BI
9 2 (4.26%) QlikView
9 2 (4.26%) SQL Server
9 2 (4.26%) SQL Server 2008
9 2 (4.26%) SQL Server Analysis Services
9 2 (4.26%) SQL Server Integration Services
9 2 (4.26%) SQL Server Reporting Services
10 1 (2.13%) MySQL
Development Applications
1 9 (19.15%) Oracle APEX
2 2 (4.26%) Talend Open Studio
3 1 (2.13%) JIRA
General
1 30 (63.83%) Finance
2 9 (19.15%) Pharmaceutical
3 3 (6.38%) Billing
3 3 (6.38%) Legal
Job Titles
1 15 (31.91%) DBA
1 15 (31.91%) Oracle DBA
2 9 (19.15%) Architect
2 9 (19.15%) Project Manager
2 9 (19.15%) Solutions Architect
3 7 (14.89%) Business Intelligence Manager
3 7 (14.89%) Business Intelligence Project Manager
3 7 (14.89%) Data Scientist
3 7 (14.89%) Systems Manager
4 6 (12.77%) Enterprise Solutions Architect
4 6 (12.77%) Senior Architect
4 6 (12.77%) Senior Solutions Architect
5 5 (10.64%) Analyst
5 5 (10.64%) Business Intelligence Analyst
6 4 (8.51%) Consultant
7 3 (6.38%) SAP CO Consultant
7 3 (6.38%) SAP Consultant
7 3 (6.38%) SAP FI Consultant
7 3 (6.38%) SAP FI/CO Consultant
7 3 (6.38%) SAP Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (19.15%) XML
2 6 (12.77%) REST
3 4 (8.51%) scikit-learn
4 2 (4.26%) Apache Flex
4 2 (4.26%) D3.js
Miscellaneous
1 15 (31.91%) Analytical Skills
2 7 (14.89%) Enterprise Software
3 4 (8.51%) Algorithms
Operating Systems
1 9 (19.15%) Unix
2 7 (14.89%) Linux
Processes & Methodologies
1 31 (65.96%) ERP
2 23 (48.94%) Business Intelligence
3 19 (40.43%) Project Management
4 16 (34.04%) IT Strategy
4 16 (34.04%) Software Engineering
5 15 (31.91%) Business Analysis
5 15 (31.91%) Change Management
6 12 (25.53%) Data Modelling
7 11 (23.40%) Analytics
7 11 (23.40%) Business Process Analysis
8 10 (21.28%) Mathematics
8 10 (21.28%) Statistics
9 9 (19.15%) Agile Software Development
9 9 (19.15%) Enterprise Architecture
10 8 (17.02%) Risk Management
10 8 (17.02%) Stakeholder Management
11 7 (14.89%) Time Management
12 6 (12.77%) Load Testing
12 6 (12.77%) Master Data Management
12 6 (12.77%) Use Case
Programming Languages
1 24 (51.06%) SQL
2 17 (36.17%) PL/SQL
3 10 (21.28%) JavaScript
3 10 (21.28%) Python
4 9 (19.15%) VBA
5 8 (17.02%) R
6 7 (14.89%) Shell Script
7 1 (2.13%) C
Qualifications
1 6 (12.77%) Degree
2 3 (6.38%) ACCA
2 3 (6.38%) SAP Certification
Systems Management
1 8 (17.02%) Data Guard
Vendors
1 24 (51.06%) Oracle
2 22 (46.81%) SAP
3 18 (38.30%) Cognos
4 15 (31.91%) PeopleSoft
5 12 (25.53%) Hyperion
6 3 (6.38%) Tableau
7 2 (4.26%) Microsoft
7 2 (4.26%) Talend
8 1 (2.13%) Cognizant
Cambridge
Nigel Frank International
Salary: £30000 - £50000 per annum + Benefits
Posted: 20 hours ago
Cambridge
Edward Carter Solutions
Salary: £41000 per annum + Bonus and excellent benefits
Posted: 7 days ago
Cambridge
360 Resourcing Solutions .
Salary: £45,000 £50,000 per annum
Posted: 14 days ago