Period
to 20 June 2018

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 20 June 2018 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
South West > Bristol
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 90 84 81
Rank change year-on-year -6 -3 -14
Contract jobs citing Data Management 16 19 26
As % of all contract IT jobs advertised in Bristol 0.93% 1.16% 1.48%
As % of the Processes & Methodologies category 1.12% 1.41% 1.78%
Number of daily rates quoted 15 15 22
Bristol median daily rate £450 £388 £305
Median daily rate % change year-on-year +16.13% +27.15% -28.29%
10th Percentile £368 £320 £245
90th Percentile £547 £665 £425
South West median daily rate £450 £416 £375
% change year-on-year +8.11% +11.00% -18.70%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate £12.94 - £12.00

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Contract vacancies with a requirement for process or methodology skills 1,423 1,351 1,461
As % of all contract IT jobs advertised in Bristol 83.12% 82.48% 83.44%
Number of daily rates quoted 921 919 1,065
Bristol median daily rate £400 £375 £370
Median daily rate % change year-on-year +6.67% +1.35% -1.33%
10th Percentile £273 £250 £255
90th Percentile £525 £530 £525
South West median daily rate £413 £388 £375
% change year-on-year +6.45% +3.33% -1.32%
Number of hourly rates quoted 38 36 53
Bristol median hourly rate £37.40 £37.50 £37.50
Median hourly rate % change year-on-year -0.27% - +7.14%
10th Percentile £11.17 £13.46 £14.30
90th Percentile £47.15 £50.25 £52.45
South West median hourly rate £36.50 £40.00 £40.00
% change year-on-year -8.75% - +22.93%

Data Management
Job Vacancy Trend in Bristol

Job postings citing Data Management as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Management in Bristol

Data Management
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Data Management in Bristol

Data Management
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Data Management in Bristol over the 6 months to 20 June 2018.

Contractor daily rate histogram for Data Management in Bristol

Data Management
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Data Management in Bristol

For the 6 months to 20 June 2018, IT contractor jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Bristol region with a requirement for Data Management.

1 8 (50.00%) Finance
2 7 (43.75%) SQL
2 7 (43.75%) Business Intelligence
3 6 (37.50%) Data Analysis
4 5 (31.25%) Stakeholder Management
4 5 (31.25%) Power BI
4 5 (31.25%) Data Science
5 4 (25.00%) Data Lake
5 4 (25.00%) MuleSoft
5 4 (25.00%) HDInsight
5 4 (25.00%) Validation
5 4 (25.00%) C#
5 4 (25.00%) Cognos
5 4 (25.00%) Data Warehouse
5 4 (25.00%) Microsoft Azure
5 4 (25.00%) Tableau
5 4 (25.00%) Talend
6 3 (18.75%) Hortonworks
6 3 (18.75%) Kafka
6 3 (18.75%) HBase
6 3 (18.75%) Scala
6 3 (18.75%) Hadoop
6 3 (18.75%) Java
6 3 (18.75%) SDLC
6 3 (18.75%) Apache Spark
7 2 (12.50%) Dashboard Development
7 2 (12.50%) Analytics
7 2 (12.50%) Mentoring
7 2 (12.50%) Coaching
7 2 (12.50%) Analytical Skills

Data Management
Co-occurring IT Skills in Bristol 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 3 (18.75%) Apache Spark
Applications
1 1 (6.25%) Microsoft Excel
1 1 (6.25%) Microsoft PowerPoint
Cloud Services
1 4 (25.00%) Microsoft Azure
Communications & Networking
1 1 (6.25%) Internet
Database & Business Intelligence
1 5 (31.25%) Power BI
2 4 (25.00%) Data Lake
2 4 (25.00%) Data Warehouse
2 4 (25.00%) HDInsight
3 3 (18.75%) Hadoop
3 3 (18.75%) HBase
4 1 (6.25%) Apache Hive
4 1 (6.25%) QlikView
4 1 (6.25%) SQL Server Analysis Services
4 1 (6.25%) SQL Server Integration Services
4 1 (6.25%) SQL Server Reporting Services
General
1 8 (50.00%) Finance
2 2 (12.50%) Banking
3 1 (6.25%) Retail
Job Titles
1 8 (50.00%) Analyst
2 4 (25.00%) Business Intelligence Analyst
2 4 (25.00%) Developer
3 3 (18.75%) Business Analyst
3 3 (18.75%) Data Analyst
3 3 (18.75%) Hadoop Developer
4 2 (12.50%) Credit Analyst
4 2 (12.50%) Credit Risk Analyst
4 2 (12.50%) Data Scientist
4 2 (12.50%) Risk Analyst
4 2 (12.50%) Tableau Analyst
5 1 (6.25%) Business Intelligence Data Analyst
5 1 (6.25%) Data Analytics Analyst
5 1 (6.25%) Data Business Analyst
5 1 (6.25%) Excel Analyst
5 1 (6.25%) GDPR Business Analyst
5 1 (6.25%) GDPR Consultant
5 1 (6.25%) Risk Management Analyst
5 1 (6.25%) SQL Analyst
5 1 (6.25%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (18.75%) Kafka
2 1 (6.25%) Web Services
Miscellaneous
1 2 (12.50%) Analytical Skills
1 2 (12.50%) Computer Science
1 2 (12.50%) Credit Risk
1 2 (12.50%) Management Information System
2 1 (6.25%) Enterprise Software
2 1 (6.25%) Linked Data
2 1 (6.25%) Virtual Team
Operating Systems
1 1 (6.25%) Linux
1 1 (6.25%) Windows
Processes & Methodologies
1 7 (43.75%) Business Intelligence
2 6 (37.50%) Data Analysis
3 5 (31.25%) Data Science
3 5 (31.25%) Stakeholder Management
4 4 (25.00%) Validation
5 3 (18.75%) SDLC
6 2 (12.50%) Actionable Insight
6 2 (12.50%) Analytics
6 2 (12.50%) Coaching
6 2 (12.50%) Dashboard Development
6 2 (12.50%) Mentoring
6 2 (12.50%) Statistics
7 1 (6.25%) Business Analysis
7 1 (6.25%) Data Governance
7 1 (6.25%) Data Mapping
7 1 (6.25%) Functional Testing
7 1 (6.25%) Non-Functional Testing
7 1 (6.25%) Programme Management
7 1 (6.25%) Visualisation
7 1 (6.25%) Waterfall
Programming Languages
1 7 (43.75%) SQL
2 4 (25.00%) C#
3 3 (18.75%) Java
3 3 (18.75%) Scala
4 1 (6.25%) C
4 1 (6.25%) T-SQL
Qualifications
1 2 (12.50%) Security Cleared
2 1 (6.25%) Degree
2 1 (6.25%) SC Cleared
Quality Assurance & Compliance
1 2 (12.50%) PMO
2 1 (6.25%) GDPR
Vendors
1 4 (25.00%) Cognos
1 4 (25.00%) MuleSoft
1 4 (25.00%) Tableau
1 4 (25.00%) Talend
2 3 (18.75%) Hortonworks
3 2 (12.50%) Microsoft