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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
East of England / Cambridgeshire
Rank 99 102 108
Rank change year-on-year
+3 +6
Permanent jobs citing ETL 24 25 24
As % of all permanent IT jobs located in Cambridgeshire 1.46% 1.28% 1.07%
As % of the Processes & Methodologies category 1.72% 1.49% 1.27%
Number of salaries quoted 23 23 22
Median salary £62,500 £47,500 £60,000
Median salary % change year-on-year
+31.57% -20.83%
UK excluding London median salary £45,000 £45,000 £45,000

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
1392 1676 1893
As % of all permanent IT jobs located in Cambridgeshire 84.62% 85.60% 84.62%
Number of salaries quoted 1175 1337 1498
Median salary £46,500 £44,000 £45,000
Median salary % change year-on-year
+5.68% -2.22%
90% offered a salary of more than £31,684 £32,500 £30,000
10% offered a salary of more than £64,000 £62,500 £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 24 January 2017.

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 24 January 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 +6 16 £77,500 +55.00%
ETL
East of England

ETL
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 24 January 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 30 (65.22%) Finance
2 29 (63.04%) Business Intelligence
3 23 (50.00%) Oracle BI EE
4 22 (47.83%) Software Engineering
4 22 (47.83%) SQL
4 22 (47.83%) SAP
5 21 (45.65%) ERP
6 19 (41.30%) Spotfire
7 18 (39.13%) BusinessObjects
7 18 (39.13%) Oracle
8 17 (36.96%) Project Management
9 16 (34.78%) Agile Software Development
9 16 (34.78%) Data Warehouse
9 16 (34.78%) Business Analysis
10 15 (32.61%) Analytics
10 15 (32.61%) PL/SQL
11 14 (30.43%) JavaScript
11 14 (30.43%) Python
11 14 (30.43%) Analytical Skills
12 13 (28.26%) Unix
12 13 (28.26%) Cognos
13 12 (26.09%) Data Modelling
13 12 (26.09%) Master Data Management
13 12 (26.09%) REST
13 12 (26.09%) Data Management
14 10 (21.74%) Enterprise Architecture
14 10 (21.74%) Statistics
14 10 (21.74%) Mathematics
14 10 (21.74%) SharePoint
14 10 (21.74%) Pharmaceutical

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 10 (21.74%) SharePoint
2 5 (10.87%) Apache Spark
3 2 (4.35%) SAS
Applications
1 2 (4.35%) MS Excel
1 2 (4.35%) SPSS
Business Applications
1 7 (15.22%) Oracle EBS
2 5 (10.87%) Oracle EBS R12
3 3 (6.52%) Oracle BPM
3 3 (6.52%) SAP CO
3 3 (6.52%) SAP FI
3 3 (6.52%) SAP FI/CO
4 2 (4.35%) SAP R/3
Cloud Services
1 3 (6.52%) Amazon AWS
2 2 (4.35%) Cloud Computing
Database & Business Intelligence
1 23 (50.00%) Oracle BI EE
2 19 (41.30%) Spotfire
3 18 (39.13%) BusinessObjects
4 16 (34.78%) Data Warehouse
5 10 (21.74%) Lumira
6 9 (19.57%) Oracle Database
6 9 (19.57%) Oracle ODI
6 9 (19.57%) SAP BW
7 7 (15.22%) SQL Server
8 6 (13.04%) Big Data
9 5 (10.87%) Oracle Database 12c
9 5 (10.87%) SQL Server 2008
9 5 (10.87%) SQL Server Integration Services
9 5 (10.87%) SQL Server Reporting Services
10 3 (6.52%) Apache Hive
10 3 (6.52%) BusinessObjects XI
10 3 (6.52%) Crystal Reports
10 3 (6.52%) Hadoop
10 3 (6.52%) Relational Database
11 2 (4.35%) Power BI
Development Applications
1 9 (19.57%) Oracle APEX
2 5 (10.87%) Talend Open Studio
3 1 (2.17%) JIRA
General
1 30 (65.22%) Finance
2 10 (21.74%) Pharmaceutical
3 2 (4.35%) Billing
3 2 (4.35%) Legal
Job Titles
1 10 (21.74%) Architect
1 10 (21.74%) Solutions Architect
2 8 (17.39%) Enterprise Solutions Architect
2 8 (17.39%) Senior Architect
2 8 (17.39%) Senior Solutions Architect
3 7 (15.22%) Data Scientist
3 7 (15.22%) DBA
3 7 (15.22%) Developer
3 7 (15.22%) Oracle DBA
4 6 (13.04%) Project Manager
5 5 (10.87%) Analyst
5 5 (10.87%) Business Intelligence Analyst
5 5 (10.87%) ETL Developer
6 4 (8.70%) Business Intelligence Manager
6 4 (8.70%) Business Intelligence Project Manager
6 4 (8.70%) Systems Manager
7 3 (6.52%) Consultant
7 3 (6.52%) SSIS Developer
8 2 (4.35%) SAP Financial Architect
8 2 (4.35%) SAP Financial Consultant
Libraries, Frameworks & Software Standards
1 12 (26.09%) REST
2 9 (19.57%) XML
3 4 (8.70%) scikit-learn
4 2 (4.35%) Apache Flex
4 2 (4.35%) D3.js
5 1 (2.17%) Web Services
Miscellaneous
1 14 (30.43%) Analytical Skills
2 10 (21.74%) Mathematics
2 10 (21.74%) Statistics
3 5 (10.87%) Enterprise Software
4 4 (8.70%) Algorithms
4 4 (8.70%) Physics
4 4 (8.70%) Visualisation
5 2 (4.35%) Data Integration
Operating Systems
1 13 (28.26%) Unix
2 5 (10.87%) Linux
Processes & Methodologies
1 29 (63.04%) Business Intelligence
2 22 (47.83%) Software Engineering
3 21 (45.65%) ERP
4 17 (36.96%) Project Management
5 16 (34.78%) Agile Software Development
5 16 (34.78%) Business Analysis
6 15 (32.61%) Analytics
7 12 (26.09%) Data Management
7 12 (26.09%) Data Modelling
7 12 (26.09%) Master Data Management
8 10 (21.74%) Enterprise Architecture
9 9 (19.57%) Data Analytics
9 9 (19.57%) Data Virtualisation
10 8 (17.39%) Document Management
10 8 (17.39%) Load Testing
10 8 (17.39%) Service Design
10 8 (17.39%) Use Case
11 7 (15.22%) Change Management
12 6 (13.04%) Data Analysis
12 6 (13.04%) Machine Learning
Programming Languages
1 22 (47.83%) SQL
2 15 (32.61%) PL/SQL
3 14 (30.43%) JavaScript
3 14 (30.43%) Python
4 9 (19.57%) VBA
5 8 (17.39%) R
6 5 (10.87%) Shell Script
7 4 (8.70%) Java
Qualifications
1 6 (13.04%) Degree
2 2 (4.35%) ACCA
2 2 (4.35%) SAP Certification
Systems Management
1 2 (4.35%) Data Guard
Vendors
1 22 (47.83%) SAP
2 18 (39.13%) Oracle
3 13 (28.26%) Cognos
4 9 (19.57%) Hyperion
5 7 (15.22%) PeopleSoft
6 5 (10.87%) Talend
7 3 (6.52%) Tableau
8 2 (4.35%) IBM
8 2 (4.35%) Microsoft
9 1 (2.17%) Cognizant
9 1 (2.17%) TIBCO
Cambridgeshire
Lawrence Harvey
Salary: £35000.00 - £50000.00 per annum
Posted: 8 days ago
Peterborough
Beagle Street
Salary: Competitive
Posted: 18 days ago
Cambridgeshire
Proactive Appointments
Salary: £40000 - £49000 per annum + Benefits
Posted: 6 days ago