Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the North East 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 23 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
England > North East
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 72 63 94
Rank change year-on-year -9 +31 -21
Contract jobs citing Data Management 29 110 27
As % of all contract IT jobs advertised in the North East 2.37% 4.06% 1.34%
As % of the Processes & Methodologies category 2.81% 4.81% 1.59%
Number of daily rates quoted 51 82 21
North East median daily rate £525 £436 £670
Median daily rate % change year-on-year +20.34% -34.89% +78.67%
10th Percentile £413 £325 £300
90th Percentile £755 £532 £750
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +2.27%
Number of hourly rates quoted 2 0 0
North East median hourly rate £20.25 - -
England median hourly rate £29.75 £27.29 £27.00
% change year-on-year +9.03% +1.06% +51.26%

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 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 1031 2285 1695
As % of all contract IT jobs advertised in the North East 84.09% 84.38% 83.83%
Number of daily rates quoted 692 1583 1080
North East median daily rate £380 £350 £405
Median daily rate % change year-on-year +8.57% -13.58% +8.00%
10th Percentile £250 £225 £256
90th Percentile £550 £525 £600
England median daily rate £450 £425 £425
% change year-on-year +5.88% - +6.25%
Number of hourly rates quoted 40 92 74
North East median hourly rate £23.50 £28.00 £17.25
Median hourly rate % change year-on-year -16.07% +62.32% -8.73%
10th Percentile £9.93 £11.01 £11.17
90th Percentile £50.00 £36.00 £35.25
England median hourly rate £24.00 £24.00 £22.50
% change year-on-year - +6.67% +18.42%

Data Management
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Management in the North East

Data Management
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 Management in the North East.

Contractor daily rate trend for Data Management in the North East

Data Management
Contractor Daily Rate Histogram in the North East

The daily rate distribution of IT jobs citing Data Management in the North East over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Management in the North East

Data Management
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 Management in the North East.

Contractor hourly rate trend for Data Management in the North East

Data Management
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 Management within the North East region over the 6 months to 23 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 -3 25 £538 +22.72%
Durham -1 2 £375 -12.28% 5
Teesside - 1 £425 -
Data Management
England

For the 6 months to 23 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 North East region with a requirement for Data Management.

1 20 (68.97%) SQL
1 20 (68.97%) Data Modelling
2 19 (65.52%) Data Warehouse
3 17 (58.62%) Data Architecture
4 15 (51.72%) Business Intelligence
5 14 (48.28%) ETL
6 13 (44.83%) Unix
6 13 (44.83%) Data Integration
6 13 (44.83%) Big Data
6 13 (44.83%) QA
7 12 (41.38%) Informatica
7 12 (41.38%) Shell Script
8 11 (37.93%) Oracle
9 10 (34.48%) BusinessObjects
9 10 (34.48%) Data Analysis
9 10 (34.48%) Data Quality
9 10 (34.48%) Analytics
10 9 (31.03%) Management Information System
11 8 (27.59%) Finance
11 8 (27.59%) PostgreSQL
11 8 (27.59%) SAS
11 8 (27.59%) HBase
11 8 (27.59%) Apache Hive
11 8 (27.59%) MongoDB
11 8 (27.59%) Analytical Skills
11 8 (27.59%) SFIA
12 7 (24.14%) Performance Tuning
12 7 (24.14%) Continuous Improvement
12 7 (24.14%) Open Source
12 7 (24.14%) PL/SQL

Data Management
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 (27.59%) SAS
2 4 (13.79%) SharePoint
3 2 (6.90%) Apache Spark
3 2 (6.90%) ArcGIS
4 1 (3.45%) Apache
4 1 (3.45%) Oracle 10gAS
Applications
1 4 (13.79%) MS Visio
Business Applications
1 1 (3.45%) Oracle Applications
1 1 (3.45%) Oracle EBS
Cloud Services
1 2 (6.90%) Slack
1 2 (6.90%) Trello
2 1 (3.45%) Amazon AWS
2 1 (3.45%) PaaS
2 1 (3.45%) SaaS
Communications & Networking
1 1 (3.45%) SMS
1 1 (3.45%) Unified Communications
Database & Business Intelligence
1 19 (65.52%) Data Warehouse
2 13 (44.83%) Big Data
3 10 (34.48%) BusinessObjects
4 8 (27.59%) Apache Hive
4 8 (27.59%) HBase
4 8 (27.59%) MongoDB
4 8 (27.59%) PostgreSQL
5 6 (20.69%) Data Lake
5 6 (20.69%) Enterprise Data Warehouse
5 6 (20.69%) Hadoop
5 6 (20.69%) NoSQL
5 6 (20.69%) Pentaho
5 6 (20.69%) Relational Database
6 5 (17.24%) Oracle BI EE
7 4 (13.79%) Data Mining
8 3 (10.34%) Oracle Exadata
9 2 (6.90%) DTS
9 2 (6.90%) GIS
9 2 (6.90%) SQL Server
9 2 (6.90%) SQL Server Integration Services
Development Applications
1 6 (20.69%) ERwin
2 1 (3.45%) Oracle APEX
General
1 8 (27.59%) Finance
Job Titles
1 8 (27.59%) Architect
1 8 (27.59%) Data Architect
2 6 (20.69%) Data Engineer
2 6 (20.69%) Lead Architect
2 6 (20.69%) Lead Data Architect
2 6 (20.69%) Senior Data Engineer
3 5 (17.24%) Business Intelligence Lead
4 4 (13.79%) Analyst
4 4 (13.79%) Business Intelligence Architect
4 4 (13.79%) Data Analyst
4 4 (13.79%) Data Warehouse Architect
5 3 (10.34%) Consultant
6 2 (6.90%) GIS Specialist
6 2 (6.90%) Infrastructure Engineer
6 2 (6.90%) Integration Engineer
6 2 (6.90%) Senior Integration Engineer
6 2 (6.90%) Technical Analyst
7 1 (3.45%) Linux/Unix DevOps
7 1 (3.45%) SC Cleared DBA
7 1 (3.45%) Service Management Specialist
Libraries, Frameworks & Software Standards
1 5 (17.24%) XML
2 1 (3.45%) .NET
Miscellaneous
1 9 (31.03%) Management Information System
2 8 (27.59%) Analytical Skills
3 6 (20.69%) Enterprise Software
4 3 (10.34%) Oracle Exalytics
5 2 (6.90%) NHS
6 1 (3.45%) Data Centre
Operating Systems
1 13 (44.83%) Unix
2 1 (3.45%) Linux
Processes & Methodologies
1 20 (68.97%) Data Modelling
2 17 (58.62%) Data Architecture
3 15 (51.72%) Business Intelligence
4 14 (48.28%) ETL
5 13 (44.83%) Data Integration
6 10 (34.48%) Analytics
6 10 (34.48%) Data Analysis
7 8 (27.59%) SFIA
8 7 (24.14%) Continuous Improvement
8 7 (24.14%) Open Source
8 7 (24.14%) Performance Tuning
9 6 (20.69%) Data Governance
9 6 (20.69%) Data Reconciliation
9 6 (20.69%) Data Security
9 6 (20.69%) Data Visualisation
9 6 (20.69%) Enterprise Architecture
9 6 (20.69%) Information Assurance
9 6 (20.69%) Metadata Management
9 6 (20.69%) Reverse Engineering
9 6 (20.69%) Visualisation
Programming Languages
1 20 (68.97%) SQL
2 12 (41.38%) Shell Script
3 7 (24.14%) PL/SQL
4 4 (13.79%) JavaScript
5 3 (10.34%) Python
6 2 (6.90%) R
6 2 (6.90%) T-SQL
7 1 (3.45%) Java
Qualifications
1 2 (6.90%) CCDP
1 2 (6.90%) CCIE
1 2 (6.90%) CCNP
1 2 (6.90%) Chartered Engineer
1 2 (6.90%) Cisco Certification
1 2 (6.90%) CISM
1 2 (6.90%) CISSP
1 2 (6.90%) Degree
1 2 (6.90%) PRINCE2 Practitioner
1 2 (6.90%) Security Cleared
2 1 (3.45%) BPSS Clearance
2 1 (3.45%) ITIL Certification
2 1 (3.45%) PRINCE2 Certification
2 1 (3.45%) SC Cleared
Quality Assurance & Compliance
1 13 (44.83%) QA
2 10 (34.48%) Data Quality
3 1 (3.45%) Disclosure Scotland
3 1 (3.45%) SLA
System Software
1 1 (3.45%) Active Directory
Systems Management
1 1 (3.45%) Oracle Enterprise Manager
Vendors
1 12 (41.38%) Informatica
2 11 (37.93%) Oracle
3 6 (20.69%) CA
3 6 (20.69%) Tableau
4 4 (13.79%) Microsoft
5 2 (6.90%) Cisco
5 2 (6.90%) HP