Period
to 14 December 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 14 December 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
14 Dec 2018
Same period 2017 Same period 2016
Rank 112 87 90
Rank change year-on-year -25 +3 -3
Contract jobs citing Data Management 20 26 16
As % of all contract IT jobs advertised in Bristol 0.91% 1.32% 0.95%
As % of the Processes & Methodologies category 1.07% 1.61% 1.11%
Number of daily rates quoted 18 17 12
Bristol median daily rate £395 £450 £363
Median daily rate % change year-on-year -12.22% +24.14% -3.33%
10th Percentile £259 £275 £301
90th Percentile £588 £514 £598
South West median daily rate £450 £450 £400
% change year-on-year - +12.50% +6.67%
Number of hourly rates quoted 0 3 0
Bristol median hourly rate - £13.50 -
South West median hourly rate £23.81 £35.00 -
% change year-on-year -31.96% - -

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 1,864 1,612 1,441
As % of all contract IT jobs advertised in Bristol 84.80% 82.12% 85.37%
Number of daily rates quoted 1,295 1,073 1,013
Bristol median daily rate £425 £388 £375
Median daily rate % change year-on-year +9.68% +3.33% -
10th Percentile £280 £256 £258
90th Percentile £538 £538 £568
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 77 48 69
Bristol median hourly rate £39.00 £24.00 £25.00
Median hourly rate % change year-on-year +62.50% -4.00% +38.89%
10th Percentile £15.30 £11.93 £12.00
90th Percentile £65.85 £48.25 £46.70
South West median hourly rate £41.00 £33.00 £33.00
% change year-on-year +24.24% - -15.65%

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 14 December 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 14 December 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 (40.00%) Stakeholder Management
2 7 (35.00%) Finance
3 6 (30.00%) Java
4 5 (25.00%) Scala
4 5 (25.00%) Hadoop
4 5 (25.00%) SDLC
4 5 (25.00%) Apache Spark
5 4 (20.00%) Problem-Solving
5 4 (20.00%) Data Ingestion
5 4 (20.00%) Hortonworks
5 4 (20.00%) Kafka
5 4 (20.00%) HBase
5 4 (20.00%) ITIL
5 4 (20.00%) Linux
5 4 (20.00%) Python
5 4 (20.00%) Data Modelling
5 4 (20.00%) Analytical Skills
6 3 (15.00%) ETL
6 3 (15.00%) Migration
6 3 (15.00%) Service Management
6 3 (15.00%) Service Delivery
6 3 (15.00%) ITSM
6 3 (15.00%) Velocity
6 3 (15.00%) Amazon AWS
6 3 (15.00%) Agile Software Development
6 3 (15.00%) Apache Hive
7 2 (10.00%) Data Analysis
7 2 (10.00%) nginx
7 2 (10.00%) Big Data
7 2 (10.00%) Relational Database

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 5 (25.00%) Apache Spark
2 2 (10.00%) nginx
2 2 (10.00%) SharePoint
3 1 (5.00%) Elasticsearch
3 1 (5.00%) Skype for Business
Business Applications
1 1 (5.00%) Dynamics AX
Cloud Services
1 3 (15.00%) Amazon AWS
2 1 (5.00%) Amazon EMR
2 1 (5.00%) Amazon Kinesis
2 1 (5.00%) Amazon S3
2 1 (5.00%) Amazon SQS
2 1 (5.00%) AWS Lambda
2 1 (5.00%) IaaS
2 1 (5.00%) Office 365
2 1 (5.00%) SaaS
2 1 (5.00%) Serverless
Communications & Networking
1 1 (5.00%) Skype
1 1 (5.00%) Unified Communications
1 1 (5.00%) WAN
Database & Business Intelligence
1 5 (25.00%) Hadoop
2 4 (20.00%) HBase
3 3 (15.00%) Apache Hive
4 2 (10.00%) Big Data
4 2 (10.00%) Data Warehouse
4 2 (10.00%) RDBMS
4 2 (10.00%) Relational Database
5 1 (5.00%) Amazon Athena
5 1 (5.00%) Data Lake
5 1 (5.00%) NoSQL
5 1 (5.00%) PostgreSQL
5 1 (5.00%) Power BI
5 1 (5.00%) Qlik Sense
5 1 (5.00%) QlikView
5 1 (5.00%) Redis
5 1 (5.00%) SQL Server Analysis Services
5 1 (5.00%) SQL Server Integration Services
5 1 (5.00%) SQL Server Reporting Services
5 1 (5.00%) Sqoop
Development Applications
1 1 (5.00%) Jenkins
General
1 7 (35.00%) Finance
Job Titles
1 8 (40.00%) Developer
2 4 (20.00%) Hadoop Developer
3 3 (15.00%) IT Manager
3 3 (15.00%) IT Services Manager
3 3 (15.00%) Service Manager
4 1 (5.00%) Business Developer
4 1 (5.00%) Business Intelligence Developer
4 1 (5.00%) Consultant
4 1 (5.00%) Data Architect
4 1 (5.00%) Delivery Manager
4 1 (5.00%) IT Services Delivery Manager
4 1 (5.00%) Java Developer
4 1 (5.00%) Python Developer
4 1 (5.00%) Senior Developer
4 1 (5.00%) Senior Java Developer
4 1 (5.00%) Services Delivery Manager
4 1 (5.00%) SharePoint Administrator
4 1 (5.00%) SharePoint Consultant
4 1 (5.00%) Solutions Architect
4 1 (5.00%) Systems Accountant
Libraries, Frameworks & Software Standards
1 4 (20.00%) Kafka
2 3 (15.00%) Velocity
3 2 (10.00%) Django
3 2 (10.00%) Web Services
4 1 (5.00%) Celery
4 1 (5.00%) CSS
4 1 (5.00%) CSS3
4 1 (5.00%) HTML
4 1 (5.00%) HTML5
4 1 (5.00%) Leaflet
4 1 (5.00%) OpenLayers
4 1 (5.00%) Oracle Fusion
4 1 (5.00%) RabbitMQ
4 1 (5.00%) Semantic UI
4 1 (5.00%) WebGL
Miscellaneous
1 4 (20.00%) Analytical Skills
2 2 (10.00%) Management Information System
3 1 (5.00%) Data Centre
3 1 (5.00%) Self-Motivation
3 1 (5.00%) User Experience
3 1 (5.00%) Video\Live Streaming
Operating Systems
1 4 (20.00%) Linux
2 2 (10.00%) Ubuntu
2 2 (10.00%) Windows
3 1 (5.00%) Windows 10
Processes & Methodologies
1 8 (40.00%) Stakeholder Management
2 5 (25.00%) SDLC
3 4 (20.00%) Data Ingestion
3 4 (20.00%) Data Modelling
3 4 (20.00%) ITIL
3 4 (20.00%) Problem-Solving
4 3 (15.00%) Agile Software Development
4 3 (15.00%) ETL
4 3 (15.00%) ITSM
4 3 (15.00%) Migration
4 3 (15.00%) Service Delivery
4 3 (15.00%) Service Management
5 2 (10.00%) Business Intelligence
5 2 (10.00%) Data Analysis
5 2 (10.00%) Data Privacy
5 2 (10.00%) Programme Management
6 1 (5.00%) DevOps
6 1 (5.00%) Front End Development
6 1 (5.00%) Master Data Management
6 1 (5.00%) Translating Business Requirements
Programming Languages
1 6 (30.00%) Java
2 5 (25.00%) Scala
3 4 (20.00%) Python
4 2 (10.00%) SQL
5 1 (5.00%) C
5 1 (5.00%) Shell Script
5 1 (5.00%) T-SQL
Qualifications
1 1 (5.00%) AAT
1 1 (5.00%) CIMA
1 1 (5.00%) Degree
1 1 (5.00%) PRINCE2 Practitioner
Systems Management
1 1 (5.00%) Kubernetes
1 1 (5.00%) Terraform
Vendors
1 4 (20.00%) Hortonworks
2 1 (5.00%) Cisco
2 1 (5.00%) Informatica
2 1 (5.00%) Microsoft
2 1 (5.00%) NEC
2 1 (5.00%) Oracle
2 1 (5.00%) Sage
2 1 (5.00%) SAP