Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Peterborough with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Extract, Transform and Load (ETL)
Cambridgeshire > Peterborough
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 38 28 35
Rank change year-on-year -10 +7 -1
Contract jobs citing ETL 7 4 3
As % of all contract IT jobs advertised in Peterborough 1.91% 1.76% 1.27%
As % of the Processes & Methodologies category 2.35% 2.25% 1.82%
Number of daily rates quoted 4 4 2
Peterborough median daily rate £357 £475 £380
Median daily rate % change year-on-year -24.89% +25.00% -15.56%
10th Percentile £324 £436 £370
90th Percentile £429 £488 £390
Cambridgeshire median daily rate £394 £425 £350
% change year-on-year -7.35% +21.43% -17.65%
Number of hourly rates quoted 1 0 0
Peterborough median hourly rate £34.50 - -
Cambridgeshire median hourly rate £34.50 - -

ETL is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Peterborough with a requirement for process or methodology skills.

All Process and Methodology Skills
Peterborough
Contract vacancies with a requirement for process or methodology skills 298 178 165
As % of all contract IT jobs advertised in Peterborough 81.20% 78.41% 69.92%
Number of daily rates quoted 169 97 87
Peterborough median daily rate £375 £350 £375
Median daily rate % change year-on-year +7.14% -6.67% +15.38%
10th Percentile £255 £185 £198
90th Percentile £475 £488 £575
Cambridgeshire median daily rate £375 £388 £385
% change year-on-year -3.23% +0.65% +6.21%
Number of hourly rates quoted 27 16 32
Peterborough median hourly rate £14.50 £26.88 £12.00
Median hourly rate % change year-on-year -46.05% +123.96% -42.17%
10th Percentile £10.14 £9.00 £10.15
90th Percentile £33.20 £45.63 £23.50
Cambridgeshire median hourly rate £38.75 £37.50 £17.00
% change year-on-year +3.33% +120.59% -38.18%

ETL
Job Vacancy Trend in Peterborough

Job postings citing ETL as a percentage of all IT jobs advertised in Peterborough.

Job vacancy trend for ETL in Peterborough

ETL
Contractor Daily Rate Trend in Peterborough

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Peterborough.

Contractor daily rate trend for ETL in Peterborough

For the 6 months to 18 November 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Peterborough region with a requirement for ETL.

1 3 (42.86%) Management Information System
1 3 (42.86%) SQL
1 3 (42.86%) Business Intelligence
2 2 (28.57%) Conflict Management
2 2 (28.57%) B2B
2 2 (28.57%) BMC
2 2 (28.57%) ITIL
2 2 (28.57%) Remedy
2 2 (28.57%) Python
2 2 (28.57%) Agile Software Development
2 2 (28.57%) Data Analysis
2 2 (28.57%) Telecoms
2 2 (28.57%) Finance
2 2 (28.57%) Validation
2 2 (28.57%) Change Management
2 2 (28.57%) Stakeholder Management
2 2 (28.57%) Statistics
2 2 (28.57%) JSON
2 2 (28.57%) Mathematics
2 2 (28.57%) Wiki
2 2 (28.57%) Remedy ITSM
2 2 (28.57%) Oracle BI EE
2 2 (28.57%) Scala
2 2 (28.57%) Hadoop
2 2 (28.57%) Visualisation
2 2 (28.57%) Amazon AWS
2 2 (28.57%) R
2 2 (28.57%) Data Visualisation
2 2 (28.57%) Tableau
2 2 (28.57%) Data Quality

ETL
Co-occurring IT Skills in Peterborough 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 2 (28.57%) Apache Spark
Applications
1 1 (14.29%) Microsoft Office
Business Applications
1 2 (28.57%) Remedy ITSM
2 1 (14.29%) Cognos Business Intelligence
Cloud Services
1 2 (28.57%) Amazon AWS
Database & Business Intelligence
1 2 (28.57%) Amazon Redshift
1 2 (28.57%) Big Data
1 2 (28.57%) Hadoop
1 2 (28.57%) Oracle BI EE
2 1 (14.29%) Data Mining
2 1 (14.29%) Data Warehouse
2 1 (14.29%) DB2
2 1 (14.29%) Relational Database
General
1 2 (28.57%) Finance
1 2 (28.57%) Telecoms
Job Titles
1 5 (71.43%) Analyst
2 3 (42.86%) Analyst Developer
2 3 (42.86%) Developer
2 3 (42.86%) SQL Analyst
2 3 (42.86%) SQL Developer
3 2 (28.57%) AWS Developer
3 2 (28.57%) Big Data Analyst
3 2 (28.57%) Big Data Developer
3 2 (28.57%) Business Analyst
3 2 (28.57%) Business Intelligence Analyst
3 2 (28.57%) Business Intelligence Business Analyst
3 2 (28.57%) Data Analyst
3 2 (28.57%) Data Scientist
3 2 (28.57%) Developer Analyst
3 2 (28.57%) ETL Analyst
3 2 (28.57%) ETL Developer
3 2 (28.57%) Hadoop Developer
3 2 (28.57%) SQL Data Analyst
4 1 (14.29%) Senior Data Scientist
4 1 (14.29%) Unix Analyst
Libraries, Frameworks & Software Standards
1 2 (28.57%) JSON
Miscellaneous
1 3 (42.86%) Management Information System
2 2 (28.57%) Wiki
Operating Systems
1 1 (14.29%) Unix
Processes & Methodologies
1 3 (42.86%) Business Intelligence
2 2 (28.57%) Agile Software Development
2 2 (28.57%) Analytics
2 2 (28.57%) B2B
2 2 (28.57%) Change Management
2 2 (28.57%) Conflict Management
2 2 (28.57%) Data Analysis
2 2 (28.57%) Data Engineering
2 2 (28.57%) Data Visualisation
2 2 (28.57%) ITIL
2 2 (28.57%) Mathematics
2 2 (28.57%) Stakeholder Management
2 2 (28.57%) Statistical Modelling
2 2 (28.57%) Statistics
2 2 (28.57%) Validation
2 2 (28.57%) Visualisation
3 1 (14.29%) Economics
3 1 (14.29%) Migration
3 1 (14.29%) Quantitative Analysis
Programming Languages
1 3 (42.86%) SQL
2 2 (28.57%) Python
2 2 (28.57%) R
2 2 (28.57%) Scala
3 1 (14.29%) Shell Script
Qualifications
1 1 (14.29%) Degree
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
Vendors
1 2 (28.57%) Alteryx
1 2 (28.57%) BMC
1 2 (28.57%) Remedy
1 2 (28.57%) Tableau
2 1 (14.29%) Cognos
2 1 (14.29%) Oracle