Period
to 20 April 2018

The following table provides summary statistics for contract job vacancies advertised in the North East 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 20 April 2018 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)
England > North East
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 80 107 82
Rank change year-on-year +27 -25 -24
Contract jobs citing ETL 19 24 40
As % of all contract IT jobs advertised in the North East 1.52% 1.44% 2.02%
As % of the Processes & Methodologies category 1.74% 1.64% 2.36%
Number of daily rates quoted 16 12 27
North East median daily rate £450 £491 £425
Median daily rate % change year-on-year -8.26% +15.41% -5.56%
10th Percentile £275 £375 £320
90th Percentile £525 £574 £575
England median daily rate £460 £450 £425
% change year-on-year +2.22% +5.88% -
Number of hourly rates quoted 0 0 0
North East median hourly rate - - -
England median hourly rate £55.00 £29.82 £56.00
% change year-on-year +84.47% -46.76% +46.41%

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 the North East with a requirement for process or methodology skills.

All Process and Methodology Skills
North East
Contract vacancies with a requirement for process or methodology skills 1,092 1,461 1,694
As % of all contract IT jobs advertised in the North East 87.50% 87.96% 85.56%
Number of daily rates quoted 758 979 1,079
North East median daily rate £390 £375 £375
Median daily rate % change year-on-year +4.00% - +3.81%
10th Percentile £255 £263 £250
90th Percentile £577 £538 £550
England median daily rate £463 £450 £425
% change year-on-year +2.89% +5.88% +3.66%
Number of hourly rates quoted 30 50 59
North East median hourly rate £23.50 £27.25 £19.50
Median hourly rate % change year-on-year -13.76% +39.74% +44.44%
10th Percentile £10.56 £11.98 £11.79
90th Percentile £47.55 £43.00 £29.05
England median hourly rate £22.50 £25.00 £23.00
% change year-on-year -10.00% +8.70% +11.52%

ETL
Job Vacancy Trend in the North East

Job postings citing ETL as a percentage of all IT jobs advertised in the North East.

Job vacancy trend for ETL in the North East

ETL
Contractor Daily Rate Trend in the North East

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

Contractor daily rate trend for ETL in the North East

ETL
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing ETL in the North East over the 6 months to 20 April 2018.

Contractor daily rate histogram for ETL in the North East

ETL
Contractor Hourly Rate Trend in the North East

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in the North East.

Contractor hourly rate trend for ETL in the North East

ETL
Contract Job Locations in the North East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the North East region over the 6 months to 20 April 2018. 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
Tyne and Wear +13 13 £450 -14.29% 4
Durham -2 5 £419 +52.27%
ETL
England

For the 6 months to 20 April 2018, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the North East region with a requirement for ETL.

1 13 (68.42%) SQL
2 10 (52.63%) Data Modelling
2 10 (52.63%) Data Analysis
3 8 (42.11%) Oracle
3 8 (42.11%) Business Intelligence
4 7 (36.84%) NoSQL
4 7 (36.84%) Relational Database
5 6 (31.58%) Big Data
5 6 (31.58%) Data Engineering
5 6 (31.58%) Data Quality
5 6 (31.58%) Migration
5 6 (31.58%) Agile Software Development
6 5 (26.32%) Statistics
6 5 (26.32%) Project Management
6 5 (26.32%) Continuous Improvement
6 5 (26.32%) Test Scripting
6 5 (26.32%) Mentoring
6 5 (26.32%) Digital Transformation Programme
6 5 (26.32%) Customer Requirements
7 4 (21.05%) Collaborative Working
7 4 (21.05%) Coaching
7 4 (21.05%) Data Cleansing
7 4 (21.05%) Data Architecture
7 4 (21.05%) Stakeholder Engagement
7 4 (21.05%) Waterfall
7 4 (21.05%) Hortonworks
7 4 (21.05%) Cloudera
7 4 (21.05%) Analytics
7 4 (21.05%) Master Data Management
7 4 (21.05%) BusinessObjects

ETL
Co-occurring IT Skills in the North East 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 4 (21.05%) SharePoint
2 2 (10.53%) Apache Spark
3 1 (5.26%) Confluence
3 1 (5.26%) Elasticsearch
3 1 (5.26%) SAS
Applications
1 4 (21.05%) MS Visio
2 2 (10.53%) Microsoft Office
3 1 (5.26%) Spreadsheet
Business Applications
1 2 (10.53%) Maximo
1 2 (10.53%) Oracle Utilities
Cloud Services
1 3 (15.79%) Slack
2 2 (10.53%) Trello
3 1 (5.26%) Amazon AWS
3 1 (5.26%) Amazon EMR
3 1 (5.26%) Amazon S3
3 1 (5.26%) AWS Data Pipeline
Communications & Networking
1 2 (10.53%) Skype
2 1 (5.26%) DHCP
2 1 (5.26%) DNS
2 1 (5.26%) Firewall
2 1 (5.26%) Internet
2 1 (5.26%) SMS
2 1 (5.26%) VPN
Database & Business Intelligence
1 7 (36.84%) NoSQL
1 7 (36.84%) Relational Database
2 6 (31.58%) Big Data
3 4 (21.05%) BusinessObjects
3 4 (21.05%) Data Mining
3 4 (21.05%) Data Warehouse
4 3 (15.79%) Oracle Database
4 3 (15.79%) SQL Server
4 3 (15.79%) SQL Server Integration Services
5 2 (10.53%) Geospatial Data
5 2 (10.53%) MongoDB
5 2 (10.53%) MySQL
5 2 (10.53%) Oracle BI EE
5 2 (10.53%) Oracle ODI
5 2 (10.53%) Oracle Reports
5 2 (10.53%) PostgreSQL
5 2 (10.53%) Star Schema
6 1 (5.26%) OLAP
6 1 (5.26%) Oracle Discoverer
6 1 (5.26%) RDBMS
Development Applications
1 3 (15.79%) JIRA
2 1 (5.26%) ERwin
2 1 (5.26%) SQL Server Management Studio (SSMS)
General
1 2 (10.53%) Billing
1 2 (10.53%) Finance
Job Titles
1 9 (47.37%) Developer
2 6 (31.58%) Analyst
2 6 (31.58%) Data Analyst
3 5 (26.32%) Data Engineer
4 3 (15.79%) Business Intelligence Developer
4 3 (15.79%) ETL Developer
5 2 (10.53%) Technical Analyst
6 1 (5.26%) Associate Project Manager
6 1 (5.26%) Data Integration Developer
6 1 (5.26%) Data Scientist
6 1 (5.26%) Data Warehouse Developer
6 1 (5.26%) Database Developer
6 1 (5.26%) Designer
6 1 (5.26%) Digital Project Manager
6 1 (5.26%) Integration Developer
6 1 (5.26%) OBIEE Developer
6 1 (5.26%) Project Manager
6 1 (5.26%) SAS Developer
6 1 (5.26%) SQL Database Developer
6 1 (5.26%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (21.05%) XML
2 2 (10.53%) Oracle GoldenGate
3 1 (5.26%) Elastic Stack
3 1 (5.26%) ODBC
3 1 (5.26%) Velocity
Miscellaneous
1 1 (5.26%) Analytical Skills
1 1 (5.26%) Computer Science
1 1 (5.26%) Embedded Systems
1 1 (5.26%) Management Information System
Operating Systems
1 2 (10.53%) Unix
Processes & Methodologies
1 10 (52.63%) Data Analysis
1 10 (52.63%) Data Modelling
2 8 (42.11%) Business Intelligence
3 6 (31.58%) Agile Software Development
3 6 (31.58%) Data Engineering
3 6 (31.58%) Migration
4 5 (26.32%) Continuous Improvement
4 5 (26.32%) Customer Requirements
4 5 (26.32%) Digital Transformation Programme
4 5 (26.32%) Mentoring
4 5 (26.32%) Project Management
4 5 (26.32%) Statistics
4 5 (26.32%) Test Scripting
5 4 (21.05%) Analytics
5 4 (21.05%) Coaching
5 4 (21.05%) Collaborative Working
5 4 (21.05%) Data Cleansing
5 4 (21.05%) Data Management
5 4 (21.05%) Master Data Management
5 4 (21.05%) Quality Management
Programming Languages
1 13 (68.42%) SQL
2 4 (21.05%) JavaScript
2 4 (21.05%) PL/SQL
3 2 (10.53%) Shell Script
4 1 (5.26%) Python
4 1 (5.26%) R
Quality Assurance & Compliance
1 6 (31.58%) Data Quality
2 4 (21.05%) QA
Vendors
1 8 (42.11%) Oracle
2 4 (21.05%) Cloudera
2 4 (21.05%) Hortonworks
3 2 (10.53%) IBM
3 2 (10.53%) Informatica
4 1 (5.26%) HP
4 1 (5.26%) Microsoft
4 1 (5.26%) ThinPrint