Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in Staines 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)
Surrey > Staines
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 29 39 42
Rank change year-on-year +10 +3 -6
Contract jobs citing ETL 5 4 2
As % of all contract IT jobs advertised in Staines 1.92% 1.30% 0.68%
As % of the Processes & Methodologies category 2.13% 1.38% 0.79%
Number of daily rates quoted 3 0 7
Staines median daily rate £475 - £325
Surrey median daily rate £464 £400 £375
% change year-on-year +15.94% +6.67% -6.25%
Number of hourly rates quoted 1 0 0
Staines median hourly rate £45.00 - -
Surrey median hourly rate £45.00 - -

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 Staines with a requirement for process or methodology skills.

All Process and Methodology Skills
Staines
Contract vacancies with a requirement for process or methodology skills 235 289 252
As % of all contract IT jobs advertised in Staines 90.04% 94.14% 86.30%
Number of daily rates quoted 120 102 49
Staines median daily rate £475 £444 £438
Median daily rate % change year-on-year +7.04% +1.43% +12.90%
10th Percentile £361 £263 £280
90th Percentile £575 £575 £568
Surrey median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% +6.67%
Number of hourly rates quoted 13 3 7
Staines median hourly rate £45.00 £40.00 £40.00
Median hourly rate % change year-on-year +12.50% - -19.19%
10th Percentile £18.50 £35.50 £13.35
90th Percentile £47.50 £49.00 £48.00
Surrey median hourly rate £30.00 £27.50 £31.25
% change year-on-year +9.09% -12.00% +4.17%

ETL
Job Vacancy Trend in Staines

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

Job vacancy trend for ETL in Staines

ETL
Contractor Daily Rate Trend in Staines

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

Contractor daily rate trend for ETL in Staines

ETL
Contractor Daily Rate Histogram in Staines

The daily rate distribution of IT jobs citing ETL in Staines over the 6 months to 18 November 2017.

Contractor daily rate histogram for ETL in Staines

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 Staines region with a requirement for ETL.

1 4 (80.00%) Analytics
1 4 (80.00%) Analytical Skills
2 3 (60.00%) Apache Spark
2 3 (60.00%) MapReduce
2 3 (60.00%) Data Quality
2 3 (60.00%) Big Data
2 3 (60.00%) Change Management
2 3 (60.00%) Hadoop
2 3 (60.00%) Apache Hive
3 2 (40.00%) SAP
3 2 (40.00%) Data Migration
3 2 (40.00%) Git (software)
3 2 (40.00%) Finance
3 2 (40.00%) Migration
3 2 (40.00%) SAP CRM
3 2 (40.00%) Programme Management
3 2 (40.00%) Data Management
3 2 (40.00%) Data Analysis
3 2 (40.00%) SAS
3 2 (40.00%) Business Intelligence
3 2 (40.00%) SQL
3 2 (40.00%) Python
3 2 (40.00%) CRM
3 2 (40.00%) Customer Insight
3 2 (40.00%) Data Governance
3 2 (40.00%) Sqoop
3 2 (40.00%) Relational Database
3 2 (40.00%) HDFS
4 1 (20.00%) Impala
4 1 (20.00%) Data Privacy

ETL
Co-occurring IT Skills in Staines 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 3 (60.00%) Apache Spark
2 2 (40.00%) SAS
3 1 (20.00%) Apache Pig
3 1 (20.00%) IIS
3 1 (20.00%) SharePoint
Business Applications
1 2 (40.00%) SAP CRM
Database & Business Intelligence
1 3 (60.00%) Apache Hive
1 3 (60.00%) Big Data
1 3 (60.00%) Hadoop
2 2 (40.00%) Relational Database
2 2 (40.00%) Sqoop
3 1 (20.00%) Data Mining
3 1 (20.00%) Data Warehouse
3 1 (20.00%) Impala
3 1 (20.00%) Oracle Database
3 1 (20.00%) Oracle Exadata
Development Applications
1 2 (40.00%) Git (software)
2 1 (20.00%) Oracle Forms
General
1 2 (40.00%) Finance
2 1 (20.00%) Electronics
Job Titles
1 3 (60.00%) Analyst
2 2 (40.00%) Data Analyst
2 2 (40.00%) Data Quality Analyst
2 2 (40.00%) Quality Analyst
3 1 (20.00%) Data Scientist
3 1 (20.00%) Oracle Specialist
3 1 (20.00%) Research Scientist
3 1 (20.00%) Technical Analyst
Miscellaneous
1 4 (80.00%) Analytical Skills
Operating Systems
1 1 (20.00%) Unix
Processes & Methodologies
1 4 (80.00%) Analytics
2 3 (60.00%) Change Management
2 3 (60.00%) MapReduce
3 2 (40.00%) Business Intelligence
3 2 (40.00%) CRM
3 2 (40.00%) Customer Insight
3 2 (40.00%) Data Analysis
3 2 (40.00%) Data Governance
3 2 (40.00%) Data Management
3 2 (40.00%) Data Migration
3 2 (40.00%) Migration
3 2 (40.00%) Programme Management
4 1 (20.00%) Agile Software Development
4 1 (20.00%) Data Modelling
4 1 (20.00%) Data Privacy
4 1 (20.00%) Disaster Recovery
4 1 (20.00%) Predictive Modelling
4 1 (20.00%) Security Management
4 1 (20.00%) Workflow
Programming Languages
1 2 (40.00%) Python
1 2 (40.00%) SQL
2 1 (20.00%) Java
2 1 (20.00%) PL/SQL
Quality Assurance & Compliance
1 3 (60.00%) Data Quality
System Software
1 2 (40.00%) HDFS
Systems Management
1 1 (20.00%) Oozie
Vendors
1 2 (40.00%) SAP
2 1 (20.00%) DataFlux
2 1 (20.00%) Informatica
2 1 (20.00%) JD Edwards
2 1 (20.00%) Oracle