Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire 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)
Yorkshire > South Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 47 41 25
Rank change year-on-year -6 -16 +13
Contract jobs citing ETL 22 44 59
As % of all contract IT jobs advertised in South Yorkshire 2.69% 3.69% 5.93%
As % of the Processes & Methodologies category 3.24% 4.60% 7.36%
Number of daily rates quoted 26 39 82
South Yorkshire median daily rate £425 £381 £500
Median daily rate % change year-on-year +11.70% -23.90% +25.00%
10th Percentile £325 £303 £307
90th Percentile £438 £563 £600
Yorkshire median daily rate £425 £388 £400
% change year-on-year +9.68% -3.13% +14.29%
Number of hourly rates quoted 0 1 0
South Yorkshire median hourly rate - £50.00 -
Yorkshire median hourly rate £35.00 £25.39 -
% change year-on-year +37.85% - -

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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Contract vacancies with a requirement for process or methodology skills 679 957 802
As % of all contract IT jobs advertised in South Yorkshire 83.01% 80.15% 80.60%
Number of daily rates quoted 382 651 576
South Yorkshire median daily rate £425 £425 £394
Median daily rate % change year-on-year - +7.94% +17.63%
10th Percentile £263 £263 £228
90th Percentile £600 £575 £550
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 12 36 48
South Yorkshire median hourly rate £23.08 £22.50 £13.88
Median hourly rate % change year-on-year +2.56% +62.16% -9.81%
10th Percentile £13.50 £12.36 £9.18
90th Percentile £46.98 £48.75 £25.00
Yorkshire median hourly rate £15.93 £14.81 £14.50
% change year-on-year +7.58% +2.12% -

ETL
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for ETL in South Yorkshire

ETL
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for ETL in South Yorkshire

ETL
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the South Yorkshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield +5 19 £425 -2.86%
Doncaster -2 1 - -
ETL
Yorkshire

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 South Yorkshire region with a requirement for ETL.

1 19 (86.36%) Data Warehouse
2 17 (77.27%) SQL
3 14 (63.64%) Business Intelligence
4 13 (59.09%) SQL Server
4 13 (59.09%) Data Integration
5 11 (50.00%) Migration
6 8 (36.36%) Finance
6 8 (36.36%) Oracle
6 8 (36.36%) Oracle BI EE
6 8 (36.36%) Oracle ODI
6 8 (36.36%) Oracle Database 12c
6 8 (36.36%) Oracle Database
7 7 (31.82%) Agile Software Development
7 7 (31.82%) Data Management
7 7 (31.82%) Data Analysis
7 7 (31.82%) Oracle Database 11g
8 6 (27.27%) QA
8 6 (27.27%) Data Architecture
8 6 (27.27%) NoSQL
8 6 (27.27%) PL/SQL
8 6 (27.27%) T-SQL
8 6 (27.27%) Unix
8 6 (27.27%) Informatica
8 6 (27.27%) Data Modelling
8 6 (27.27%) Shell Script
8 6 (27.27%) Data Reconciliation
8 6 (27.27%) Relational Database
8 6 (27.27%) Continuous Improvement
8 6 (27.27%) Data Engineering
8 6 (27.27%) Collaborative Working

ETL
Co-occurring IT Skills in South Yorkshire 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 (9.09%) Apache Spark
1 2 (9.09%) SAS
Applications
1 1 (4.55%) Microsoft Office
Business Applications
1 5 (22.73%) Oracle Receivables
2 4 (18.18%) Oracle iProcurement
3 1 (4.55%) Oracle EBS
3 1 (4.55%) Oracle General Ledger
3 1 (4.55%) Oracle Payables
Cloud Services
1 1 (4.55%) Amazon AWS
1 1 (4.55%) Microsoft Azure
Communications & Networking
1 4 (18.18%) SMS
Database & Business Intelligence
1 19 (86.36%) Data Warehouse
2 13 (59.09%) SQL Server
3 8 (36.36%) Oracle BI EE
3 8 (36.36%) Oracle Database
3 8 (36.36%) Oracle Database 12c
3 8 (36.36%) Oracle ODI
4 7 (31.82%) Oracle Database 11g
5 6 (27.27%) NoSQL
5 6 (27.27%) Relational Database
6 4 (18.18%) SQL Server Integration Services
7 3 (13.64%) Big Data
7 3 (13.64%) Power BI
7 3 (13.64%) Snowflake Schema
7 3 (13.64%) SQL Server 2016
7 3 (13.64%) SQL Server Analysis Services
7 3 (13.64%) SQL Server Reporting Services
8 2 (9.09%) Apache Hive
8 2 (9.09%) HBase
8 2 (9.09%) MongoDB
8 2 (9.09%) SQL Server 2014
Development Applications
1 1 (4.55%) LSMW
General
1 8 (36.36%) Finance
Job Titles
1 15 (68.18%) Developer
2 6 (27.27%) Data Engineer
2 6 (27.27%) OBIEE Developer
2 6 (27.27%) Senior Data Engineer
3 5 (22.73%) Business Intelligence Developer
4 3 (13.64%) Microsoft BI Developer
4 3 (13.64%) Microsoft Developer
5 2 (9.09%) Consultant
5 2 (9.09%) ETL Developer
5 2 (9.09%) Integration Engineer
5 2 (9.09%) OBIEE Consultant
5 2 (9.09%) Oracle Developer
5 2 (9.09%) Senior Integration Engineer
5 2 (9.09%) SSIS Developer
5 2 (9.09%) SSRS Developer
6 1 (4.55%) Ab Initio Developer
6 1 (4.55%) Analyst Developer
6 1 (4.55%) Data Manager
6 1 (4.55%) Database Developer
6 1 (4.55%) Senior Microsoft Developer
Libraries, Frameworks & Software Standards
1 1 (4.55%) MDX
Miscellaneous
1 1 (4.55%) Analytical Skills
1 1 (4.55%) Management Information System
1 1 (4.55%) NHS
Operating Systems
1 6 (27.27%) Unix
Processes & Methodologies
1 14 (63.64%) Business Intelligence
2 13 (59.09%) Data Integration
3 11 (50.00%) Migration
4 7 (31.82%) Agile Software Development
4 7 (31.82%) Data Analysis
4 7 (31.82%) Data Management
5 6 (27.27%) Collaborative Working
5 6 (27.27%) Continuous Improvement
5 6 (27.27%) Data Architecture
5 6 (27.27%) Data Engineering
5 6 (27.27%) Data Modelling
5 6 (27.27%) Data Reconciliation
6 3 (13.64%) Performance Tuning
7 2 (9.09%) Coaching
7 2 (9.09%) Data Migration
7 2 (9.09%) Mentoring
8 1 (4.55%) Data Cleansing
8 1 (4.55%) ETL Development
8 1 (4.55%) Project Management
8 1 (4.55%) SAP Implementation
Programming Languages
1 17 (77.27%) SQL
2 6 (27.27%) PL/SQL
2 6 (27.27%) Shell Script
2 6 (27.27%) T-SQL
3 3 (13.64%) Python
4 2 (9.09%) R
Quality Assurance & Compliance
1 6 (27.27%) QA
Vendors
1 8 (36.36%) Oracle
2 6 (27.27%) Informatica
3 4 (18.18%) Microsoft
4 3 (13.64%) Tableau
5 2 (9.09%) SAP
6 1 (4.55%) Ab Initio