Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Newcastle upon Tyne with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 24 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 Management
Tyne and Wear > Newcastle upon Tyne
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 61 67 91
Rank change year-on-year +6 +24 -28
Contract jobs citing Data Management 25 95 13
As % of all contract IT jobs advertised in Newcastle upon Tyne 2.87% 4.33% 0.92%
As % of the Processes & Methodologies category 3.30% 5.03% 1.06%
Number of daily rates quoted 49 73 14
Newcastle upon Tyne median daily rate £538 £438 £705
Median daily rate % change year-on-year +22.72% -37.87% +87.00%
10th Percentile £413 £320 £352
90th Percentile £755 £531 £750
Tyne and Wear median daily rate £538 £438 £670
% change year-on-year +22.72% -34.63% +78.67%
Number of hourly rates quoted 2 0 0
Newcastle upon Tyne median hourly rate £20.25 - -
Tyne and Wear median hourly rate £20.25 - -

Data Management 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 Newcastle upon Tyne with a requirement for process or methodology skills.

All Process and Methodology Skills
Newcastle upon Tyne
Contract vacancies with a requirement for process or methodology skills 757 1889 1222
As % of all contract IT jobs advertised in Newcastle upon Tyne 86.91% 86.10% 86.18%
Number of daily rates quoted 546 1394 823
Newcastle upon Tyne median daily rate £400 £350 £413
Median daily rate % change year-on-year +14.29% -15.15% +10.00%
10th Percentile £260 £225 £263
90th Percentile £556 £525 £605
Tyne and Wear median daily rate £400 £350 £410
% change year-on-year +14.29% -14.63% +9.33%
Number of hourly rates quoted 25 73 45
Newcastle upon Tyne median hourly rate £30.00 £28.00 £19.50
Median hourly rate % change year-on-year +7.14% +43.59% +4.19%
10th Percentile £10.60 £19.23 £11.81
90th Percentile £50.00 £36.00 £40.80
Tyne and Wear median hourly rate £23.50 £28.00 £19.00
% change year-on-year -16.07% +47.37% +2.62%

Data Management
Job Vacancy Trend in Newcastle upon Tyne

Job postings citing Data Management as a percentage of all IT jobs advertised in Newcastle upon Tyne.

Job vacancy trend for Data Management in Newcastle upon Tyne

Data Management
Contractor Daily Rate Trend in Newcastle upon Tyne

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Management in Newcastle upon Tyne.

Contractor daily rate trend for Data Management in Newcastle upon Tyne

Data Management
Contractor Daily Rate Histogram in Newcastle upon Tyne

The daily rate distribution of IT jobs citing Data Management in Newcastle upon Tyne over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Management in Newcastle upon Tyne

Data Management
Contractor Hourly Rate Trend in Newcastle upon Tyne

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Management in Newcastle upon Tyne.

Contractor hourly rate trend for Data Management in Newcastle upon Tyne

For the 6 months to 24 November 2017, IT contractor jobs citing Data Management 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 Newcastle upon Tyne region with a requirement for Data Management.

1 20 (80.00%) Data Modelling
2 17 (68.00%) SQL
3 16 (64.00%) Data Warehouse
3 16 (64.00%) Data Architecture
4 14 (56.00%) ETL
4 14 (56.00%) Business Intelligence
5 13 (52.00%) Unix
5 13 (52.00%) QA
5 13 (52.00%) Big Data
6 12 (48.00%) Data Integration
6 12 (48.00%) Informatica
6 12 (48.00%) Shell Script
7 10 (40.00%) Data Analysis
7 10 (40.00%) Oracle
7 10 (40.00%) BusinessObjects
7 10 (40.00%) Analytics
7 10 (40.00%) Data Quality
8 8 (32.00%) HBase
8 8 (32.00%) Apache Hive
8 8 (32.00%) MongoDB
8 8 (32.00%) SAS
8 8 (32.00%) Management Information System
8 8 (32.00%) Finance
8 8 (32.00%) PostgreSQL
8 8 (32.00%) SFIA
9 7 (28.00%) PL/SQL
9 7 (28.00%) Open Source
9 7 (28.00%) Continuous Improvement
9 7 (28.00%) Performance Tuning
10 6 (24.00%) Data Reconciliation

Data Management
Co-occurring IT Skills in Newcastle upon Tyne 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 (32.00%) SAS
2 4 (16.00%) SharePoint
3 2 (8.00%) Apache Spark
3 2 (8.00%) ArcGIS
4 1 (4.00%) Apache
4 1 (4.00%) Oracle 10gAS
Applications
1 4 (16.00%) MS Visio
Business Applications
1 1 (4.00%) Oracle Applications
1 1 (4.00%) Oracle EBS
Cloud Services
1 2 (8.00%) Slack
1 2 (8.00%) Trello
2 1 (4.00%) Amazon AWS
2 1 (4.00%) PaaS
2 1 (4.00%) SaaS
Communications & Networking
1 1 (4.00%) Unified Communications
Database & Business Intelligence
1 16 (64.00%) Data Warehouse
2 13 (52.00%) Big Data
3 10 (40.00%) BusinessObjects
4 8 (32.00%) Apache Hive
4 8 (32.00%) HBase
4 8 (32.00%) MongoDB
4 8 (32.00%) PostgreSQL
5 6 (24.00%) Data Lake
5 6 (24.00%) Enterprise Data Warehouse
5 6 (24.00%) Hadoop
5 6 (24.00%) NoSQL
5 6 (24.00%) Pentaho
5 6 (24.00%) Relational Database
6 4 (16.00%) Data Mining
6 4 (16.00%) Oracle BI EE
7 3 (12.00%) Oracle Exadata
8 2 (8.00%) Geospatial Data
8 2 (8.00%) GIS
9 1 (4.00%) Oracle Database 10g
9 1 (4.00%) Oracle Discoverer
Development Applications
1 6 (24.00%) ERwin
General
1 8 (32.00%) Finance
Job Titles
1 6 (24.00%) Architect
1 6 (24.00%) Data Architect
1 6 (24.00%) Data Engineer
1 6 (24.00%) Lead Architect
1 6 (24.00%) Lead Data Architect
1 6 (24.00%) Senior Data Engineer
2 4 (16.00%) Analyst
2 4 (16.00%) Business Intelligence Architect
2 4 (16.00%) Business Intelligence Lead
2 4 (16.00%) Data Analyst
2 4 (16.00%) Data Warehouse Architect
3 2 (8.00%) GIS Specialist
3 2 (8.00%) Infrastructure Engineer
3 2 (8.00%) Integration Engineer
3 2 (8.00%) Senior Integration Engineer
3 2 (8.00%) Technical Analyst
4 1 (4.00%) AWS DevOps
4 1 (4.00%) Linux/Unix DevOps
4 1 (4.00%) SC Cleared DBA
4 1 (4.00%) Senior DevOps
Libraries, Frameworks & Software Standards
1 4 (16.00%) XML
Miscellaneous
1 8 (32.00%) Management Information System
2 6 (24.00%) Analytical Skills
2 6 (24.00%) Enterprise Software
3 3 (12.00%) Oracle Exalytics
4 1 (4.00%) Data Centre
Operating Systems
1 13 (52.00%) Unix
2 1 (4.00%) Linux
Processes & Methodologies
1 20 (80.00%) Data Modelling
2 16 (64.00%) Data Architecture
3 14 (56.00%) Business Intelligence
3 14 (56.00%) ETL
4 12 (48.00%) Data Integration
5 10 (40.00%) Analytics
5 10 (40.00%) Data Analysis
6 8 (32.00%) SFIA
7 7 (28.00%) Continuous Improvement
7 7 (28.00%) Open Source
7 7 (28.00%) Performance Tuning
8 6 (24.00%) Data Governance
8 6 (24.00%) Data Reconciliation
8 6 (24.00%) Data Security
8 6 (24.00%) Data Visualisation
8 6 (24.00%) Enterprise Architecture
8 6 (24.00%) Information Assurance
8 6 (24.00%) Metadata Management
8 6 (24.00%) Reverse Engineering
8 6 (24.00%) Visualisation
Programming Languages
1 17 (68.00%) SQL
2 12 (48.00%) Shell Script
3 7 (28.00%) PL/SQL
4 4 (16.00%) JavaScript
5 3 (12.00%) Python
6 2 (8.00%) R
7 1 (4.00%) Java
Qualifications
1 2 (8.00%) CCDP
1 2 (8.00%) CCIE
1 2 (8.00%) CCNP
1 2 (8.00%) Chartered Engineer
1 2 (8.00%) Cisco Certification
1 2 (8.00%) CISM
1 2 (8.00%) CISSP
1 2 (8.00%) Degree
1 2 (8.00%) PRINCE2 Practitioner
1 2 (8.00%) Security Cleared
2 1 (4.00%) BPSS Clearance
2 1 (4.00%) ITIL Certification
2 1 (4.00%) PRINCE2 Certification
2 1 (4.00%) SC Cleared
Quality Assurance & Compliance
1 13 (52.00%) QA
2 10 (40.00%) Data Quality
3 1 (4.00%) Disclosure Scotland
3 1 (4.00%) SLA
Systems Management
1 1 (4.00%) Oracle Enterprise Manager
Vendors
1 12 (48.00%) Informatica
2 10 (40.00%) Oracle
3 6 (24.00%) CA
3 6 (24.00%) Tableau
4 2 (8.00%) Cisco
4 2 (8.00%) Microsoft
5 1 (4.00%) HP