Period
to 19 July 2018

The following table provides summary statistics for contract job vacancies advertised in Buckinghamshire with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 19 July 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.

Analytics
South East > Buckinghamshire
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 54 103 84
Rank change year-on-year +49 -19 +18
Contract jobs citing Analytics 73 28 29
As % of all contract IT jobs advertised in Buckinghamshire 3.70% 1.33% 1.44%
As % of the Processes & Methodologies category 4.46% 1.61% 1.70%
Number of daily rates quoted 34 15 10
Buckinghamshire median daily rate £500 £325 £375
Median daily rate % change year-on-year +53.85% -13.33% +3.45%
10th Percentile £363 £143 £263
90th Percentile £584 £435 £617
South East median daily rate £462 £425 £439
% change year-on-year +8.71% -3.13% +9.69%
Number of hourly rates quoted 2 4 3
Buckinghamshire median hourly rate £51.25 £24.00 £13.50
Median hourly rate % change year-on-year +113.54% +77.78% -
10th Percentile £45.03 £18.50 £13.25
90th Percentile £55.68 £31.00 £46.75
South East median hourly rate £41.50 £16.75 £17.31
% change year-on-year +147.76% -3.21% -8.15%

Analytics 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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Contract vacancies with a requirement for process or methodology skills 1,635 1,734 1,704
As % of all contract IT jobs advertised in Buckinghamshire 82.87% 82.49% 84.86%
Number of daily rates quoted 875 806 924
Buckinghamshire median daily rate £403 £400 £400
Median daily rate % change year-on-year +0.63% - +9.59%
10th Percentile £250 £255 £254
90th Percentile £560 £539 £525
South East median daily rate £438 £418 £400
% change year-on-year +4.60% +4.56% +5.26%
Number of hourly rates quoted 92 54 44
Buckinghamshire median hourly rate £14.28 £16.50 £14.00
Median hourly rate % change year-on-year -13.48% +17.86% -20.00%
10th Percentile £10.50 £11.06 £9.37
90th Percentile £47.50 £77.50 £51.85
South East median hourly rate £25.12 £20.00 £23.75
% change year-on-year +25.60% -15.79% +10.21%

Analytics
Job Vacancy Trend in Buckinghamshire

Job postings citing Analytics as a percentage of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Analytics in Buckinghamshire

Analytics
Contractor Daily Rate Trend in Buckinghamshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Buckinghamshire.

Contractor daily rate trend for Analytics in Buckinghamshire

Analytics
Contractor Daily Rate Histogram in Buckinghamshire

The daily rate distribution of IT jobs citing Analytics in Buckinghamshire over the 6 months to 19 July 2018.

Contractor daily rate histogram for Analytics in Buckinghamshire

Analytics
Contractor Hourly Rate Trend in Buckinghamshire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Buckinghamshire.

Contractor hourly rate trend for Analytics in Buckinghamshire

Analytics
Contract Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the Buckinghamshire region over the 6 months to 19 July 2018. 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
Milton Keynes +54 56 £500 +42.86% 6
High Wycombe +1 8 £478 -14.73% 5
Marlow -4 1 - - 1
Analytics
South East

For the 6 months to 19 July 2018, IT contractor jobs citing Analytics 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 Buckinghamshire region with a requirement for Analytics.

1 30 (41.10%) Big Data
2 23 (31.51%) Data Warehouse
3 21 (28.77%) Hadoop
4 19 (26.03%) Kafka
5 18 (24.66%) ETL
5 18 (24.66%) Business Intelligence
5 18 (24.66%) Oracle
6 17 (23.29%) SQL
6 17 (23.29%) NoSQL
6 17 (23.29%) Apache Spark
7 16 (21.92%) Scala
7 16 (21.92%) Apache Hive
7 16 (21.92%) Apache
8 14 (19.18%) OLAP
8 14 (19.18%) Data Governance
8 14 (19.18%) Data Quality
8 14 (19.18%) Data Architecture
8 14 (19.18%) Data Lake
9 13 (17.81%) SDLC
9 13 (17.81%) Business Analytics
9 13 (17.81%) Relational Database
9 13 (17.81%) Agile Software Development
9 13 (17.81%) Data Management
10 12 (16.44%) Disaster Recovery
10 12 (16.44%) Data Analytics
10 12 (16.44%) Talend
11 11 (15.07%) High Availability
11 11 (15.07%) Oracle OLAP
11 11 (15.07%) Data Mapping
11 11 (15.07%) CRM

Analytics
Co-occurring IT Skills in Buckinghamshire 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 17 (23.29%) Apache Spark
2 16 (21.92%) Apache
3 9 (12.33%) SAS
4 2 (2.74%) BizTalk Server
4 2 (2.74%) CMS
4 2 (2.74%) Confluence
4 2 (2.74%) IIS
4 2 (2.74%) NetWeaver
4 2 (2.74%) nginx
4 2 (2.74%) Sitecore CMS
4 2 (2.74%) WebSphere
5 1 (1.37%) Apache Pig
5 1 (1.37%) Elasticsearch
5 1 (1.37%) SAP EP
Applications
1 2 (2.74%) SPSS
2 1 (1.37%) Microsoft Office
Business Applications
1 2 (2.74%) SAP Hybris
1 2 (2.74%) SAP S/4HANA
2 1 (1.37%) Distributed Ledger
Cloud Services
1 9 (12.33%) Microsoft Azure
2 6 (8.22%) Amazon AWS
3 5 (6.85%) Google Analytics
4 4 (5.48%) GitHub
4 4 (5.48%) SaaS
5 3 (4.11%) Amazon S3
6 2 (2.74%) IaaS
6 2 (2.74%) Office 365
6 2 (2.74%) PaaS
7 1 (1.37%) Adobe Analytics
7 1 (1.37%) Azure Active Directory
7 1 (1.37%) Azure Data Factory
7 1 (1.37%) Cloud Computing
Communications & Networking
1 2 (2.74%) DNS
1 2 (2.74%) SSL
2 1 (1.37%) ASN.1
2 1 (1.37%) Radio Access Network
Database & Business Intelligence
1 30 (41.10%) Big Data
2 23 (31.51%) Data Warehouse
3 21 (28.77%) Hadoop
4 17 (23.29%) NoSQL
5 16 (21.92%) Apache Hive
6 14 (19.18%) Data Lake
6 14 (19.18%) OLAP
7 13 (17.81%) Relational Database
8 11 (15.07%) Oracle OLAP
9 8 (10.96%) SQL Server
10 6 (8.22%) DB2
11 5 (6.85%) MongoDB
11 5 (6.85%) PostgreSQL
11 5 (6.85%) Power BI
12 4 (5.48%) HBase
12 4 (5.48%) Impala
13 3 (4.11%) BusinessObjects Web Intelligence
13 3 (4.11%) Pentaho
13 3 (4.11%) QlikView
13 3 (4.11%) SAP HANA
Development Applications
1 6 (8.22%) JIRA
2 5 (6.85%) Git (software)
3 3 (4.11%) Jenkins
3 3 (4.11%) Visual Studio Team System
4 2 (2.74%) Team Foundation Server
General
1 8 (10.96%) Marketing
2 6 (8.22%) Finance
2 6 (8.22%) Pharmaceutical
3 5 (6.85%) Banking
3 5 (6.85%) Retail
4 3 (4.11%) Spanish Language
5 2 (2.74%) Advertising
5 2 (2.74%) Dutch Language
5 2 (2.74%) French Language
5 2 (2.74%) German Language
5 2 (2.74%) Italian Language
6 1 (1.37%) Digital Economy
6 1 (1.37%) Legal
6 1 (1.37%) Retail Banking
6 1 (1.37%) Telecoms
Job Titles
1 20 (27.40%) Developer
2 12 (16.44%) Analyst
3 9 (12.33%) Architect
4 7 (9.59%) Consultant
4 7 (9.59%) Data Engineer
4 7 (9.59%) Hadoop Developer
4 7 (9.59%) Oracle Developer
5 5 (6.85%) Big Data Engineer
5 5 (6.85%) Data Consultant
6 4 (5.48%) Big Data Consultant
6 4 (5.48%) Senior Developer
6 4 (5.48%) Web Analyst
6 4 (5.48%) Web Analytics Analyst
7 3 (4.11%) Ab Initio Developer
7 3 (4.11%) Administrator
7 3 (4.11%) Data Architect
7 3 (4.11%) Desktop Support
7 3 (4.11%) Solutions Architect
7 3 (4.11%) Support Analyst
7 3 (4.11%) Technical Architect
Libraries, Frameworks & Software Standards
1 19 (26.03%) Kafka
2 5 (6.85%) HTML
2 5 (6.85%) LAMP
3 3 (4.11%) Ajax
3 3 (4.11%) CSS
3 3 (4.11%) JSON
3 3 (4.11%) LAPP Stack
3 3 (4.11%) RabbitMQ
3 3 (4.11%) Spring
3 3 (4.11%) Web Services
4 2 (2.74%) .NET
4 2 (2.74%) .NET Core
4 2 (2.74%) .NET Framework
4 2 (2.74%) ASP.NET
4 2 (2.74%) ASP.NET Web API
4 2 (2.74%) CSS3
4 2 (2.74%) DOM
4 2 (2.74%) Hibernate
4 2 (2.74%) J2EE
4 2 (2.74%) jQuery
Miscellaneous
1 8 (10.96%) Analytical Skills
2 7 (9.59%) Management Information System
3 3 (4.11%) Data Structures
3 3 (4.11%) Social Media
4 2 (2.74%) Blog
4 2 (2.74%) IBM Mainframe
4 2 (2.74%) Mainframe
5 1 (1.37%) Clustering
5 1 (1.37%) Computer Science
5 1 (1.37%) Credit Risk
5 1 (1.37%) Data Centre
5 1 (1.37%) Life Science
5 1 (1.37%) Linked Data
5 1 (1.37%) Reference Data
5 1 (1.37%) Virtual Team
Operating Systems
1 10 (13.70%) Linux
2 6 (8.22%) Unix
3 5 (6.85%) Windows
4 3 (4.11%) Apple iOS
5 2 (2.74%) Android
5 2 (2.74%) DC/OS
6 1 (1.37%) Windows 10
Processes & Methodologies
1 18 (24.66%) Business Intelligence
1 18 (24.66%) ETL
2 14 (19.18%) Data Architecture
2 14 (19.18%) Data Governance
3 13 (17.81%) Agile Software Development
3 13 (17.81%) Business Analytics
3 13 (17.81%) Data Management
3 13 (17.81%) SDLC
4 12 (16.44%) Data Analytics
4 12 (16.44%) Disaster Recovery
5 11 (15.07%) CRM
5 11 (15.07%) Data Mapping
5 11 (15.07%) High Availability
6 10 (13.70%) Capacity Planning
6 10 (13.70%) Change Control
6 10 (13.70%) Incident Management
6 10 (13.70%) Problem Management
6 10 (13.70%) Runbook
7 9 (12.33%) Data Modelling
8 8 (10.96%) Data Science
Programming Languages
1 17 (23.29%) SQL
2 16 (21.92%) Scala
3 8 (10.96%) PL/SQL
4 7 (9.59%) Java
5 6 (8.22%) JavaScript
6 5 (6.85%) Python
7 3 (4.11%) HiveQL
7 3 (4.11%) Shell Script
7 3 (4.11%) T-SQL
8 2 (2.74%) C#
8 2 (2.74%) PHP
8 2 (2.74%) PowerShell
8 2 (2.74%) R
9 1 (1.37%) ABAP
9 1 (1.37%) Bash Shell
9 1 (1.37%) C++
9 1 (1.37%) Perl
9 1 (1.37%) VC++
Qualifications
1 7 (9.59%) Degree
2 1 (1.37%) BPSS Clearance
2 1 (1.37%) Master's Degree
2 1 (1.37%) SAS Certification
Quality Assurance & Compliance
1 14 (19.18%) Data Quality
2 6 (8.22%) GDPR
3 1 (1.37%) SLA
System Software
1 7 (9.59%) Docker
2 4 (5.48%) Active Directory
3 1 (1.37%) Apache Flume
Systems Management
1 4 (5.48%) Kubernetes
2 3 (4.11%) Kibana
3 2 (2.74%) EMC NetWorker
3 2 (2.74%) SCCM
3 2 (2.74%) Single Sign-On
4 1 (1.37%) Microsoft Intune
Vendors
1 18 (24.66%) Oracle
2 12 (16.44%) Talend
3 11 (15.07%) Ab Initio
4 10 (13.70%) Tableau
5 9 (12.33%) Informatica
6 8 (10.96%) Microsoft
7 7 (9.59%) IBM
8 6 (8.22%) Adobe
8 6 (8.22%) SAP
9 5 (6.85%) Google
10 4 (5.48%) Splunk
11 3 (4.11%) Alteryx
11 3 (4.11%) Cloudera
11 3 (4.11%) Remedy
11 3 (4.11%) Salesforce.com
12 2 (2.74%) ATG
12 2 (2.74%) Atlassian
12 2 (2.74%) Demandware
12 2 (2.74%) hybris
12 2 (2.74%) Sitecore