Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in the North East with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 19 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.

Data Modelling
England > North East
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 66 143 69
Rank change year-on-year +77 -74 +4
Contract jobs citing Data Modelling 34 26 58
As % of all contract IT jobs advertised in the North East 2.80% 0.96% 2.89%
As % of the Processes & Methodologies category 3.32% 1.13% 3.46%
Number of daily rates quoted 57 12 73
North East median daily rate £513 £400 £525
Median daily rate % change year-on-year +28.13% -23.81% +11.11%
10th Percentile £345 £222 £313
90th Percentile £671 £532 £641
England median daily rate £495 £475 £450
% change year-on-year +4.21% +5.56% -
Number of hourly rates quoted 0 1 0
North East median hourly rate - £20.00 -
England median hourly rate £43.11 £42.50 £45.00
% change year-on-year +1.42% -5.56% +108.14%

Data Modelling 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 1024 2299 1674
As % of all contract IT jobs advertised in the North East 84.21% 84.46% 83.37%
Number of daily rates quoted 687 1590 1071
North East median daily rate £375 £350 £400
Median daily rate % change year-on-year +7.14% -12.50% +6.67%
10th Percentile £250 £225 £256
90th Percentile £550 £525 £600
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 39 95 74
North East median hourly rate £22.00 £28.00 £16.50
Median hourly rate % change year-on-year -21.43% +69.75% -12.72%
10th Percentile £9.85 £11.02 £11.17
90th Percentile £48.26 £36.00 £35.25
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

Data Modelling
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Modelling in the North East

Data Modelling
Contractor Daily Rate Trend in the North East

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

Contractor daily rate trend for Data Modelling in the North East

Data Modelling
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing Data Modelling in the North East over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Modelling in the North East

Data Modelling
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 Data Modelling in the North East.

Contractor hourly rate trend for Data Modelling in the North East

Data Modelling
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 Data Modelling within the North East region over the 6 months to 19 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
Tyne and Wear +69 31 £513 +32.26% 3
Durham 0 2 - -
Data Modelling
England

For the 6 months to 19 November 2017, IT contractor jobs citing Data Modelling 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 North East region with a requirement for Data Modelling.

1 20 (58.82%) Data Management
2 19 (55.88%) Data Warehouse
3 18 (52.94%) Business Intelligence
3 18 (52.94%) Data Architecture
4 17 (50.00%) SQL
5 16 (47.06%) ETL
6 15 (44.12%) Data Analysis
7 14 (41.18%) QA
8 13 (38.24%) Data Integration
8 13 (38.24%) Big Data
8 13 (38.24%) Analytics
9 12 (35.29%) Data Quality
9 12 (35.29%) Finance
9 12 (35.29%) Unix
9 12 (35.29%) Informatica
9 12 (35.29%) Shell Script
10 11 (32.35%) Oracle
11 10 (29.41%) BusinessObjects
11 10 (29.41%) Management Information System
11 10 (29.41%) Open Source
12 9 (26.47%) Data Governance
12 9 (26.47%) Analytical Skills
12 9 (26.47%) MS Visio
12 9 (26.47%) SFIA
13 8 (23.53%) Data Strategy
13 8 (23.53%) SAS
13 8 (23.53%) PostgreSQL
13 8 (23.53%) HBase
13 8 (23.53%) Continuous Improvement
13 8 (23.53%) Metadata Management

Data Modelling
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 8 (23.53%) SAS
2 4 (11.76%) Confluence
2 4 (11.76%) SharePoint
3 2 (5.88%) Apache Spark
Applications
1 9 (26.47%) MS Visio
2 1 (2.94%) Microsoft Office
2 1 (2.94%) Spreadsheet
Business Applications
1 1 (2.94%) Maximo
1 1 (2.94%) Oracle Utilities
Cloud Services
1 2 (5.88%) Slack
1 2 (5.88%) Trello
Communications & Networking
1 1 (2.94%) Skype
Database & Business Intelligence
1 19 (55.88%) Data Warehouse
2 13 (38.24%) Big Data
3 10 (29.41%) BusinessObjects
4 8 (23.53%) Apache Hive
4 8 (23.53%) HBase
4 8 (23.53%) MongoDB
4 8 (23.53%) PostgreSQL
5 6 (17.65%) Data Lake
5 6 (17.65%) Enterprise Data Warehouse
5 6 (17.65%) Hadoop
5 6 (17.65%) NoSQL
5 6 (17.65%) Pentaho
5 6 (17.65%) Relational Database
6 5 (14.71%) Oracle BI EE
7 4 (11.76%) Data Mining
8 3 (8.82%) Oracle Exadata
9 2 (5.88%) Geospatial Data
10 1 (2.94%) Oracle Database
10 1 (2.94%) Oracle ODI
10 1 (2.94%) Oracle Reports
Development Applications
1 6 (17.65%) ERwin
2 5 (14.71%) JIRA
General
1 12 (35.29%) Finance
2 2 (5.88%) Billing
Job Titles
1 12 (35.29%) Analyst
2 11 (32.35%) Architect
3 10 (29.41%) Data Architect
4 6 (17.65%) Data Analyst
4 6 (17.65%) Data Engineer
4 6 (17.65%) Lead Architect
4 6 (17.65%) Lead Data Architect
4 6 (17.65%) Senior Data Engineer
5 5 (14.71%) Business Analyst
6 4 (11.76%) Business Intelligence Architect
6 4 (11.76%) Business Intelligence Lead
6 4 (11.76%) Data Warehouse Architect
7 2 (5.88%) Agile Business Analyst
7 2 (5.88%) Digital Analyst
7 2 (5.88%) Digital Business Analyst
7 2 (5.88%) Integration Engineer
7 2 (5.88%) Senior Integration Engineer
7 2 (5.88%) Technical Analyst
8 1 (2.94%) Business Intelligence Developer
8 1 (2.94%) Java Technical Architect
Libraries, Frameworks & Software Standards
1 4 (11.76%) XML
2 1 (2.94%) Oracle GoldenGate
Miscellaneous
1 10 (29.41%) Management Information System
2 9 (26.47%) Analytical Skills
3 6 (17.65%) Enterprise Software
4 3 (8.82%) Oracle Exalytics
4 3 (8.82%) User Experience
Operating Systems
1 12 (35.29%) Unix
Processes & Methodologies
1 20 (58.82%) Data Management
2 18 (52.94%) Business Intelligence
2 18 (52.94%) Data Architecture
3 16 (47.06%) ETL
4 15 (44.12%) Data Analysis
5 13 (38.24%) Analytics
5 13 (38.24%) Data Integration
6 10 (29.41%) Open Source
7 9 (26.47%) Data Governance
7 9 (26.47%) SFIA
8 8 (23.53%) Continuous Improvement
8 8 (23.53%) Data Strategy
8 8 (23.53%) Metadata Management
9 7 (20.59%) Logical Data Model
9 7 (20.59%) Migration
9 7 (20.59%) Performance Tuning
10 6 (17.65%) Agile Software Development
10 6 (17.65%) Business Analysis
10 6 (17.65%) Data Security
10 6 (17.65%) Enterprise Architecture
Programming Languages
1 17 (50.00%) SQL
2 12 (35.29%) Shell Script
3 7 (20.59%) PL/SQL
4 4 (11.76%) JavaScript
5 2 (5.88%) Python
5 2 (5.88%) R
6 1 (2.94%) Java
Qualifications
1 1 (2.94%) BPSS Clearance
1 1 (2.94%) ISEB
1 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 14 (41.18%) QA
2 12 (35.29%) Data Quality
3 1 (2.94%) Disclosure Scotland
Vendors
1 12 (35.29%) Informatica
2 11 (32.35%) Oracle
3 6 (17.65%) CA
3 6 (17.65%) Tableau
4 1 (2.94%) Hyperion
4 1 (2.94%) IBM