Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Tyne and Wear 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 21 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
North East > Tyne and Wear
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 59 134 62
Rank change year-on-year +75 -72 +4
Contract jobs citing Data Modelling 33 21 46
As % of all contract IT jobs advertised in Tyne and Wear 3.59% 0.89% 3.03%
As % of the Processes & Methodologies category 4.15% 1.05% 3.57%
Number of daily rates quoted 58 9 65
Tyne and Wear median daily rate £519 £388 £525
Median daily rate % change year-on-year +33.87% -26.19% +5.00%
10th Percentile £349 £215 £313
90th Percentile £657 £508 £637
North East median daily rate £519 £400 £525
% change year-on-year +29.69% -23.81% +7.69%
Number of hourly rates quoted 0 0 0
Tyne and Wear median hourly rate - - -
North East median hourly rate - £20.00 -

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 Tyne and Wear with a requirement for process or methodology skills.

All Process and Methodology Skills
Tyne and Wear
Contract vacancies with a requirement for process or methodology skills 795 2005 1290
As % of all contract IT jobs advertised in Tyne and Wear 86.41% 85.14% 84.87%
Number of daily rates quoted 560 1452 861
Tyne and Wear median daily rate £391 £350 £405
Median daily rate % change year-on-year +11.79% -13.58% +8.00%
10th Percentile £250 £225 £260
90th Percentile £557 £525 £600
North East median daily rate £375 £350 £400
% change year-on-year +7.14% -12.50% +6.67%
Number of hourly rates quoted 29 78 52
Tyne and Wear median hourly rate £25.00 £28.00 £18.00
Median hourly rate % change year-on-year -10.71% +55.56% -2.78%
10th Percentile £9.80 £13.70 £11.71
90th Percentile £48.26 £36.00 £36.75
North East median hourly rate £25.00 £28.00 £17.00
% change year-on-year -10.71% +64.71% -10.05%

Data Modelling
Job Vacancy Trend in Tyne and Wear

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for Data Modelling in Tyne and Wear

Data Modelling
Contractor Daily Rate Trend in Tyne and Wear

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

Contractor daily rate trend for Data Modelling in Tyne and Wear

Data Modelling
Contractor Daily Rate Histogram in Tyne and Wear

The daily rate distribution of IT jobs citing Data Modelling in Tyne and Wear over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Modelling in Tyne and Wear

Data Modelling
Contract Job Locations in Tyne and Wear

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 Tyne and Wear region over the 6 months to 21 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
Newcastle upon Tyne +86 33 £519 +33.87% 7
Data Modelling
North East

For the 6 months to 21 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 Tyne and Wear region with a requirement for Data Modelling.

1 20 (60.61%) Data Management
1 20 (60.61%) Data Architecture
2 19 (57.58%) Data Warehouse
3 17 (51.52%) Business Intelligence
4 16 (48.48%) SQL
4 16 (48.48%) Data Analysis
5 14 (42.42%) QA
5 14 (42.42%) ETL
6 13 (39.39%) Data Integration
6 13 (39.39%) Big Data
7 12 (36.36%) Analytics
7 12 (36.36%) Unix
7 12 (36.36%) Informatica
7 12 (36.36%) Shell Script
7 12 (36.36%) Finance
8 11 (33.33%) Data Governance
8 11 (33.33%) Data Quality
9 10 (30.30%) Open Source
9 10 (30.30%) Metadata Management
9 10 (30.30%) Oracle
9 10 (30.30%) BusinessObjects
9 10 (30.30%) Management Information System
9 10 (30.30%) Data Strategy
10 9 (27.27%) MS Visio
10 9 (27.27%) Analytical Skills
10 9 (27.27%) SFIA
11 8 (24.24%) Logical Data Model
11 8 (24.24%) HBase
11 8 (24.24%) Continuous Improvement
11 8 (24.24%) Apache Hive

Data Modelling
Co-occurring IT Skills in Tyne and Wear 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 (24.24%) SAS
2 4 (12.12%) Confluence
2 4 (12.12%) SharePoint
3 2 (6.06%) Apache Spark
Applications
1 9 (27.27%) MS Visio
2 1 (3.03%) Spreadsheet
Cloud Services
1 2 (6.06%) Slack
1 2 (6.06%) Trello
Database & Business Intelligence
1 19 (57.58%) Data Warehouse
2 13 (39.39%) Big Data
3 10 (30.30%) BusinessObjects
4 8 (24.24%) Apache Hive
4 8 (24.24%) HBase
4 8 (24.24%) MongoDB
4 8 (24.24%) PostgreSQL
5 6 (18.18%) Data Lake
5 6 (18.18%) Enterprise Data Warehouse
5 6 (18.18%) Hadoop
5 6 (18.18%) NoSQL
5 6 (18.18%) Pentaho
5 6 (18.18%) Relational Database
6 4 (12.12%) Data Mining
6 4 (12.12%) Oracle BI EE
7 3 (9.09%) Oracle Exadata
8 2 (6.06%) Geospatial Data
Development Applications
1 6 (18.18%) ERwin
2 4 (12.12%) JIRA
General
1 12 (36.36%) Finance
2 1 (3.03%) Billing
Job Titles
1 12 (36.36%) Architect
2 11 (33.33%) Analyst
2 11 (33.33%) Data Architect
3 6 (18.18%) Data Engineer
3 6 (18.18%) Lead Architect
3 6 (18.18%) Lead Data Architect
3 6 (18.18%) Senior Data Engineer
4 5 (15.15%) Business Analyst
4 5 (15.15%) Data Analyst
5 4 (12.12%) Business Intelligence Architect
5 4 (12.12%) Business Intelligence Lead
5 4 (12.12%) Data Warehouse Architect
6 2 (6.06%) Agile Business Analyst
6 2 (6.06%) Digital Analyst
6 2 (6.06%) Digital Business Analyst
6 2 (6.06%) Integration Engineer
6 2 (6.06%) Senior Integration Engineer
6 2 (6.06%) Technical Analyst
7 1 (3.03%) Business Data Analyst
7 1 (3.03%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 4 (12.12%) XML
Miscellaneous
1 10 (30.30%) Management Information System
2 9 (27.27%) Analytical Skills
3 6 (18.18%) Enterprise Software
4 3 (9.09%) Oracle Exalytics
4 3 (9.09%) User Experience
Operating Systems
1 12 (36.36%) Unix
Processes & Methodologies
1 20 (60.61%) Data Architecture
1 20 (60.61%) Data Management
2 17 (51.52%) Business Intelligence
3 16 (48.48%) Data Analysis
4 14 (42.42%) ETL
5 13 (39.39%) Data Integration
6 12 (36.36%) Analytics
7 11 (33.33%) Data Governance
8 10 (30.30%) Data Strategy
8 10 (30.30%) Metadata Management
8 10 (30.30%) Open Source
9 9 (27.27%) SFIA
10 8 (24.24%) Continuous Improvement
10 8 (24.24%) Logical Data Model
11 7 (21.21%) Performance Tuning
12 6 (18.18%) Data Engineering
12 6 (18.18%) Data Reconciliation
12 6 (18.18%) Data Visualisation
12 6 (18.18%) Reverse Engineering
12 6 (18.18%) Visualisation
Programming Languages
1 16 (48.48%) SQL
2 12 (36.36%) Shell Script
3 6 (18.18%) PL/SQL
4 4 (12.12%) JavaScript
5 2 (6.06%) Python
5 2 (6.06%) R
6 1 (3.03%) Java
Qualifications
1 1 (3.03%) BPSS Clearance
1 1 (3.03%) ISEB
1 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 14 (42.42%) QA
2 11 (33.33%) Data Quality
3 1 (3.03%) Disclosure Scotland
Vendors
1 12 (36.36%) Informatica
2 10 (30.30%) Oracle
3 6 (18.18%) CA
3 6 (18.18%) Tableau
4 1 (3.03%) Hyperion