The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the North East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 6 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
6 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 71 33 36
Rank change year-on-year
-38 +3
Contract jobs citing Data Modelling 28 34 23
As % of all contract IT jobs located in the North East 2.41% 4.34% 3.64%
As % of the Processes & Methodologies category 2.83% 5.66% 4.69%
Number of daily rates quoted 22 23 14
Median daily rate £350 £450 £429
Median daily rate % change year-on-year
-22.22% +4.95%
90% offered a daily rate of more than £303 £338 £339
10% offered a daily rate of more than £678 £548 £465
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 0 1 0
Median hourly rate - £18.47 -
UK excluding London median hourly rate £49.82 £40.00 £17.50
% change year-on-year
+24.55% +128.57%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the North East region.

Processes & Methodologies Category
North East
Contract IT job ads with a match in the
Processes & Methodologies category
988 601 490
As % of all contract IT jobs located in the North East 85.17% 76.66% 77.53%
Number of daily rates quoted 632 354 320
Median daily rate £325 £373 £320
Median daily rate % change year-on-year
-12.75% +16.40%
90% offered a daily rate of more than £245 £250 £208
10% offered a daily rate of more than £500 £550 £460
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 34 36 7
Median hourly rate £28.00 £15.25 £15.00
Median hourly rate % change year-on-year
+83.60% +1.66%
90% offered a hourly rate of more than £18.00 £11.00 £14.00
10% offered a hourly rate of more than £37.50 £40.00 £17.50
UK excluding London median hourly rate £36.00 £30.00 £30.50
% change year-on-year
+20.00% -1.63%

Data Modelling
Jobs Demand Trend in the North East

The demand trend of contract jobs across the North East region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in the North East

Data Modelling
Daily Rate Trend in the North East

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

Data Modelling Daily Rate Trend in the North East

Data Modelling
Daily Rate Histogram in the North East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the North East region over the 3 months to 6 May 2016.

Data Modelling Daily Rate Histogram in the North East

Data Modelling
Hourly Rate Trend in the North East

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

Data Modelling Hourly Rate Trend 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 3 months to 6 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Tyne and Wear -35 21 £350 -26.31% 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the North East

For the 6 months to 6 May 2016, 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 40 (74.07%) Oracle
2 37 (68.52%) SQL
3 30 (55.56%) Business Intelligence
4 27 (50.00%) Informatica
4 27 (50.00%) ERwin
5 20 (37.04%) Analytical Skills
6 19 (35.19%) ETL
6 19 (35.19%) PL/SQL
7 18 (33.33%) Data Warehouse
7 18 (33.33%) SAS
8 17 (31.48%) Finance
8 17 (31.48%) Agile Software Development
9 15 (27.78%) Oracle Database
10 14 (25.93%) Open Source
11 13 (24.07%) Dimensional Modelling
11 13 (24.07%) Oracle Database 11g
12 12 (22.22%) Data Management
12 12 (22.22%) Visualisation
13 11 (20.37%) PostgreSQL
13 11 (20.37%) BusinessObjects
13 11 (20.37%) MongoDB
13 11 (20.37%) Data Architecture
13 11 (20.37%) Logical Data Model
13 11 (20.37%) Enterprise Data Warehouse
14 10 (18.52%) Data Visualisation
14 10 (18.52%) HBase
14 10 (18.52%) Apache Hive
14 10 (18.52%) Hadoop
14 10 (18.52%) Unix
14 10 (18.52%) SQL Server

Data Modelling
Top Related 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 18 (33.33%) SAS
2 4 (7.41%) JBoss
Applications
1 1 (1.85%) MS Visio
Cloud Services
1 3 (5.56%) Amazon AWS
Database & Business Intelligence
1 18 (33.33%) Data Warehouse
2 15 (27.78%) Oracle Database
3 13 (24.07%) Oracle Database 11g
4 11 (20.37%) BusinessObjects
4 11 (20.37%) Enterprise Data Warehouse
4 11 (20.37%) MongoDB
4 11 (20.37%) PostgreSQL
5 10 (18.52%) Apache Hive
5 10 (18.52%) Hadoop
5 10 (18.52%) HBase
5 10 (18.52%) SQL Server
6 9 (16.67%) Pentaho
7 5 (9.26%) Big Data
8 4 (7.41%) Base SAS
8 4 (7.41%) Oracle BI EE
9 3 (5.56%) Amazon Redshift
9 3 (5.56%) Oracle ODI
9 3 (5.56%) Oracle OWB
10 1 (1.85%) NoSQL
10 1 (1.85%) Relational Database
Development Applications
1 27 (50.00%) ERwin
2 4 (7.41%) JIRA
General
1 17 (31.48%) Finance
2 3 (5.56%) Marketing
3 1 (1.85%) Billing
3 1 (1.85%) Retail
Job Titles
1 12 (22.22%) Developer
2 11 (20.37%) Tester
3 7 (12.96%) Analyst
4 6 (11.11%) Architect
4 6 (11.11%) Data Modeller
4 6 (11.11%) ETL Tester
5 5 (9.26%) Enterprise Architect
6 4 (7.41%) Java Developer
6 4 (7.41%) Oracle Developer
6 4 (7.41%) PL/SQL Developer
6 4 (7.41%) Test Analyst
7 3 (5.56%) Consultant
7 3 (5.56%) Data Architect
7 3 (5.56%) Data Warehouse Developer
7 3 (5.56%) DBA
7 3 (5.56%) Digital Director
7 3 (5.56%) ETL Developer
7 3 (5.56%) Informatica Developer
7 3 (5.56%) Oracle Data Warehouse Developer
7 3 (5.56%) Services Director
Libraries, Frameworks & Software Standards
1 5 (9.26%) Web Services
2 4 (7.41%) J2EE
2 4 (7.41%) Spring
2 4 (7.41%) Struts
Miscellaneous
1 20 (37.04%) Analytical Skills
2 12 (22.22%) Visualisation
3 8 (14.81%) Management Information System
4 5 (9.26%) Ontologies
4 5 (9.26%) Taxonomies
5 4 (7.41%) Data Structures
6 3 (5.56%) Data Integration
7 2 (3.70%) Algorithms
7 2 (3.70%) Data Protection Act
7 2 (3.70%) Statistics
8 1 (1.85%) Replication
8 1 (1.85%) Smart Meter
Operating Systems
1 10 (18.52%) Unix
2 1 (1.85%) CentOS
2 1 (1.85%) Red Hat Enterprise Linux
2 1 (1.85%) Windows
Processes & Methodologies
1 30 (55.56%) Business Intelligence
2 19 (35.19%) ETL
3 17 (31.48%) Agile Software Development
4 14 (25.93%) Open Source
5 13 (24.07%) Dimensional Modelling
6 12 (22.22%) Data Management
7 11 (20.37%) Data Architecture
7 11 (20.37%) Logical Data Model
8 10 (18.52%) Data Visualisation
9 8 (14.81%) Physical Data Model
10 7 (12.96%) Data Security
10 7 (12.96%) SFIA
11 5 (9.26%) Information Management
11 5 (9.26%) Software Testing
12 4 (7.41%) MVC
12 4 (7.41%) PRINCE2
12 4 (7.41%) Web Design
13 3 (5.56%) Data Transformation
13 3 (5.56%) Migration
13 3 (5.56%) Project Management
Programming Languages
1 37 (68.52%) SQL
2 19 (35.19%) PL/SQL
3 9 (16.67%) Shell Script
4 6 (11.11%) C++
5 5 (9.26%) JavaScript
5 5 (9.26%) Python
5 5 (9.26%) T-SQL
6 4 (7.41%) Java
Qualifications
1 7 (12.96%) ISEB
2 5 (9.26%) BPSS Clearance
3 4 (7.41%) PMI Certification
3 4 (7.41%) PMP
3 4 (7.41%) PRINCE2 Certification
3 4 (7.41%) Security Cleared
4 3 (5.56%) SAS Certification
5 1 (1.85%) ISTQB
Quality Assurance & Compliance
1 2 (3.70%) Disclosure Scotland
1 2 (3.70%) QA
2 1 (1.85%) Data Quality
Vendors
1 40 (74.07%) Oracle
2 27 (50.00%) Informatica
3 9 (16.67%) CA
3 9 (16.67%) Tableau
4 5 (9.26%) Microsoft
5 3 (5.56%) Salesforce.com
6 1 (1.85%) Capita
6 1 (1.85%) SAP
Sunderland, Tyne and Wear
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