Period
to 20 June 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes 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 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.

Analytics
Buckinghamshire > Milton Keynes
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 63 92 75
Rank change year-on-year +29 -17 +7
Contract jobs citing Analytics 51 16 19
As % of all contract IT jobs advertised in Milton Keynes 3.31% 1.10% 1.36%
As % of the Processes & Methodologies category 3.98% 1.30% 1.59%
Number of daily rates quoted 28 10 8
Milton Keynes median daily rate £500 £353 £375
Median daily rate % change year-on-year +41.84% -6.00% +3.45%
10th Percentile £368 £300 £255
90th Percentile £579 £431 £516
Buckinghamshire median daily rate £488 £325 £375
% change year-on-year +50.00% -13.33% +3.45%
Number of hourly rates quoted 0 0 2
Milton Keynes median hourly rate - - £13.50
Buckinghamshire median hourly rate £51.25 £19.00 £13.50
% change year-on-year +169.74% +40.74% -

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 Milton Keynes with a requirement for process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Contract vacancies with a requirement for process or methodology skills 1,281 1,233 1,195
As % of all contract IT jobs advertised in Milton Keynes 83.24% 84.57% 85.48%
Number of daily rates quoted 732 639 668
Milton Keynes median daily rate £400 £400 £400
10th Percentile £238 £282 £263
90th Percentile £550 £550 £526
Buckinghamshire median daily rate £405 £400 £400
% change year-on-year +1.25% - +9.59%
Number of hourly rates quoted 51 22 23
Milton Keynes median hourly rate £13.50 £13.75 £12.00
Median hourly rate % change year-on-year -1.82% +14.58% -25.65%
10th Percentile £9.00 £8.64 £10.23
90th Percentile £17.50 £17.22 £16.28
Buckinghamshire median hourly rate £14.05 £16.00 £13.75
% change year-on-year -12.19% +16.36% -21.43%

Analytics
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Analytics in Milton Keynes

Analytics
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Analytics in Milton Keynes

Analytics
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Analytics in Milton Keynes over the 6 months to 20 June 2018.

Contractor daily rate histogram for Analytics in Milton Keynes

For the 6 months to 20 June 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 Milton Keynes region with a requirement for Analytics.

1 19 (37.25%) Data Warehouse
1 19 (37.25%) Big Data
2 16 (31.37%) Hadoop
2 16 (31.37%) Oracle
3 14 (27.45%) SQL
3 14 (27.45%) ETL
4 12 (23.53%) Business Intelligence
4 12 (23.53%) OLAP
4 12 (23.53%) Apache Hive
4 12 (23.53%) NoSQL
4 12 (23.53%) Data Governance
4 12 (23.53%) Data Quality
5 11 (21.57%) Relational Database
5 11 (21.57%) Apache Spark
5 11 (21.57%) Apache
5 11 (21.57%) Agile Software Development
6 10 (19.61%) Data Management
6 10 (19.61%) Talend
6 10 (19.61%) Tableau
6 10 (19.61%) Data Architecture
6 10 (19.61%) Data Lake
7 9 (17.65%) Data Mapping
7 9 (17.65%) Oracle OLAP
7 9 (17.65%) Scala
7 9 (17.65%) Kafka
7 9 (17.65%) Business Analytics
7 9 (17.65%) SDLC
8 8 (15.69%) Capacity Planning
8 8 (15.69%) Change Control
8 8 (15.69%) High Availability

Analytics
Co-occurring IT Skills in Milton Keynes 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 11 (21.57%) Apache
1 11 (21.57%) Apache Spark
2 8 (15.69%) SAS
3 2 (3.92%) BizTalk Server
3 2 (3.92%) CMS
3 2 (3.92%) IIS
3 2 (3.92%) NetWeaver
3 2 (3.92%) nginx
3 2 (3.92%) Sitecore CMS
3 2 (3.92%) WebSphere
4 1 (1.96%) SAP EP
Applications
1 1 (1.96%) Microsoft Office
Business Applications
1 2 (3.92%) SAP Hybris
1 2 (3.92%) SAP S/4HANA
2 1 (1.96%) Distributed Ledger
Cloud Services
1 7 (13.73%) Microsoft Azure
2 6 (11.76%) Amazon AWS
3 5 (9.80%) Google Analytics
4 3 (5.88%) Adobe Analytics
4 3 (5.88%) Amazon S3
5 2 (3.92%) GitHub
5 2 (3.92%) IaaS
5 2 (3.92%) Office 365
5 2 (3.92%) PaaS
5 2 (3.92%) SaaS
6 1 (1.96%) Azure Active Directory
6 1 (1.96%) Azure Data Factory
6 1 (1.96%) Cloud Computing
Communications & Networking
1 2 (3.92%) DNS
1 2 (3.92%) SSL
Database & Business Intelligence
1 19 (37.25%) Big Data
1 19 (37.25%) Data Warehouse
2 16 (31.37%) Hadoop
3 12 (23.53%) Apache Hive
3 12 (23.53%) NoSQL
3 12 (23.53%) OLAP
4 11 (21.57%) Relational Database
5 10 (19.61%) Data Lake
6 9 (17.65%) Oracle OLAP
7 6 (11.76%) SQL Server
8 4 (7.84%) Power BI
9 3 (5.88%) BusinessObjects Web Intelligence
9 3 (5.88%) DB2
9 3 (5.88%) HBase
9 3 (5.88%) Impala
9 3 (5.88%) MongoDB
9 3 (5.88%) MySQL
9 3 (5.88%) Pentaho
9 3 (5.88%) PostgreSQL
9 3 (5.88%) SAP HANA
Development Applications
1 4 (7.84%) JIRA
2 3 (5.88%) Git (software)
2 3 (5.88%) Jenkins
3 1 (1.96%) Visual Studio Team System
General
1 8 (15.69%) Marketing
2 5 (9.80%) Finance
3 3 (5.88%) Banking
3 3 (5.88%) Retail
3 3 (5.88%) Spanish Language
4 2 (3.92%) Dutch Language
4 2 (3.92%) French Language
4 2 (3.92%) German Language
4 2 (3.92%) Italian Language
5 1 (1.96%) Digital Economy
5 1 (1.96%) Legal
Job Titles
1 14 (27.45%) Developer
2 10 (19.61%) Analyst
3 7 (13.73%) Architect
4 5 (9.80%) Consultant
4 5 (9.80%) Data Engineer
4 5 (9.80%) Hadoop Developer
4 5 (9.80%) Oracle Developer
4 5 (9.80%) Web Analyst
4 5 (9.80%) Web Analytics Analyst
5 4 (7.84%) Senior Developer
6 3 (5.88%) Big Data Consultant
6 3 (5.88%) Big Data Engineer
6 3 (5.88%) Data Consultant
6 3 (5.88%) Desktop Support
6 3 (5.88%) Support Analyst
7 2 (3.92%) Business Intelligence Developer
7 2 (3.92%) Front End Developer (Client-Side Developer)
7 2 (3.92%) JavaScript Developer
7 2 (3.92%) SAP Analyst
7 2 (3.92%) SAP BI Analyst
Libraries, Frameworks & Software Standards
1 9 (17.65%) Kafka
2 5 (9.80%) LAMP
3 4 (7.84%) HTML
4 3 (5.88%) LAPP Stack
4 3 (5.88%) RabbitMQ
4 3 (5.88%) Web Services
5 2 (3.92%) Ajax
5 2 (3.92%) CSS
5 2 (3.92%) DOM
5 2 (3.92%) Hibernate
5 2 (3.92%) J2EE
5 2 (3.92%) JSON
5 2 (3.92%) Spring
6 1 (1.96%) AngularJS
6 1 (1.96%) CSS3
6 1 (1.96%) jQuery
6 1 (1.96%) MDX
6 1 (1.96%) Middleware
6 1 (1.96%) React
6 1 (1.96%) SAML
Miscellaneous
1 5 (9.80%) Analytical Skills
1 5 (9.80%) Management Information System
2 3 (5.88%) Data Structures
3 2 (3.92%) Blog
3 2 (3.92%) IBM Mainframe
3 2 (3.92%) Mainframe
4 1 (1.96%) Clustering
4 1 (1.96%) Computer Science
4 1 (1.96%) Credit Risk
4 1 (1.96%) Data Centre
4 1 (1.96%) Linked Data
Operating Systems
1 8 (15.69%) Linux
2 5 (9.80%) Unix
2 5 (9.80%) Windows
3 2 (3.92%) Android
3 2 (3.92%) Apple iOS
3 2 (3.92%) DC/OS
4 1 (1.96%) Windows 10
Processes & Methodologies
1 14 (27.45%) ETL
2 12 (23.53%) Business Intelligence
2 12 (23.53%) Data Governance
3 11 (21.57%) Agile Software Development
4 10 (19.61%) Data Architecture
4 10 (19.61%) Data Management
5 9 (17.65%) Business Analytics
5 9 (17.65%) Data Mapping
5 9 (17.65%) SDLC
6 8 (15.69%) Capacity Planning
6 8 (15.69%) Change Control
6 8 (15.69%) Data Science
6 8 (15.69%) Disaster Recovery
6 8 (15.69%) High Availability
6 8 (15.69%) Incident Management
6 8 (15.69%) Problem Management
6 8 (15.69%) Runbook
7 7 (13.73%) Data Analytics
7 7 (13.73%) E-Commerce
7 7 (13.73%) Scrum
Programming Languages
1 14 (27.45%) SQL
2 9 (17.65%) Scala
3 8 (15.69%) PL/SQL
4 7 (13.73%) Java
5 6 (11.76%) JavaScript
6 5 (9.80%) Python
7 3 (5.88%) HiveQL
7 3 (5.88%) Shell Script
7 3 (5.88%) T-SQL
8 2 (3.92%) PHP
8 2 (3.92%) R
9 1 (1.96%) ABAP
9 1 (1.96%) C++
9 1 (1.96%) VC++
Qualifications
1 4 (7.84%) Degree
2 1 (1.96%) BPSS Clearance
2 1 (1.96%) SAS Certification
Quality Assurance & Compliance
1 12 (23.53%) Data Quality
2 5 (9.80%) GDPR
System Software
1 5 (9.80%) Docker
2 4 (7.84%) Active Directory
Systems Management
1 3 (5.88%) Kibana
2 2 (3.92%) Kubernetes
2 2 (3.92%) SCCM
2 2 (3.92%) Single Sign-On
3 1 (1.96%) Microsoft Intune
Vendors
1 16 (31.37%) Oracle
2 10 (19.61%) Tableau
2 10 (19.61%) Talend
3 8 (15.69%) Informatica
3 8 (15.69%) Microsoft
4 7 (13.73%) Ab Initio
4 7 (13.73%) Adobe
4 7 (13.73%) IBM
5 6 (11.76%) SAP
6 5 (9.80%) Google
7 3 (5.88%) Alteryx
7 3 (5.88%) Cloudera
7 3 (5.88%) Remedy
7 3 (5.88%) Splunk
8 2 (3.92%) ATG
8 2 (3.92%) Demandware
8 2 (3.92%) hybris
8 2 (3.92%) Salesforce.com
8 2 (3.92%) Sitecore
9 1 (1.96%) Cisco