Period
to 25 September 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 25 September 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
25 Sep 2018
Same period 2017 Same period 2016
Rank 60 97 69
Rank change year-on-year +37 -28 +18
Contract jobs citing Analytics 50 20 20
As % of all contract IT jobs advertised in Milton Keynes 3.40% 1.18% 1.56%
As % of the Processes & Methodologies category 3.97% 1.39% 1.85%
Number of daily rates quoted 23 10 7
Milton Keynes median daily rate £500 £420 £375
Median daily rate % change year-on-year +19.05% +12.00% -6.25%
10th Percentile £436 £249 £263
90th Percentile £725 £473 £641
Buckinghamshire median daily rate £500 £398 £455
% change year-on-year +25.79% -12.64% +21.33%
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate £50.00 £24.00 £36.00
% change year-on-year +108.33% -33.33% -

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 1,259 1,434 1,081
As % of all contract IT jobs advertised in Milton Keynes 85.70% 84.40% 84.52%
Number of daily rates quoted 711 724 631
Milton Keynes median daily rate £413 £400 £410
Median daily rate % change year-on-year +3.13% -2.44% +9.33%
10th Percentile £235 £250 £250
90th Percentile £575 £535 £538
Buckinghamshire median daily rate £414 £400 £400
% change year-on-year +3.38% - +6.67%
Number of hourly rates quoted 61 40 36
Milton Keynes median hourly rate £13.50 £13.85 £12.00
Median hourly rate % change year-on-year -2.53% +15.42% -25.00%
10th Percentile £8.88 £8.50 £9.00
90th Percentile £16.66 £19.50 £15.00
Buckinghamshire median hourly rate £14.05 £15.00 £14.00
% change year-on-year -6.33% +7.14% -20.00%

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 25 September 2018.

Contractor daily rate histogram for Analytics in Milton Keynes

For the 6 months to 25 September 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 30 (60.00%) Big Data
2 24 (48.00%) Data Warehouse
3 22 (44.00%) Hadoop
4 20 (40.00%) ETL
5 17 (34.00%) OLAP
5 17 (34.00%) Data Quality
6 16 (32.00%) Apache Hive
6 16 (32.00%) NoSQL
6 16 (32.00%) Relational Database
6 16 (32.00%) Data Lake
6 16 (32.00%) Oracle
6 16 (32.00%) Apache
7 15 (30.00%) Data Architecture
7 15 (30.00%) High Availability
7 15 (30.00%) Talend
7 15 (30.00%) Kafka
8 14 (28.00%) Business Analytics
8 14 (28.00%) Apache Spark
8 14 (28.00%) SDLC
8 14 (28.00%) Data Mapping
8 14 (28.00%) Data Management
8 14 (28.00%) Disaster Recovery
9 13 (26.00%) SQL
9 13 (26.00%) Ab Initio
10 12 (24.00%) Scala
11 11 (22.00%) Informatica
12 10 (20.00%) SAS
12 10 (20.00%) Business Intelligence
12 10 (20.00%) Data Governance
13 9 (18.00%) Tableau

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 16 (32.00%) Apache
2 14 (28.00%) Apache Spark
3 10 (20.00%) SAS
4 2 (4.00%) BizTalk Server
4 2 (4.00%) CMS
4 2 (4.00%) IIS
4 2 (4.00%) NetWeaver
4 2 (4.00%) nginx
4 2 (4.00%) Sitecore CMS
4 2 (4.00%) WebSphere
5 1 (2.00%) SAP EP
Business Applications
1 2 (4.00%) SAP Hybris
1 2 (4.00%) SAP S/4HANA
2 1 (2.00%) Distributed Ledger
Cloud Services
1 6 (12.00%) Amazon AWS
1 6 (12.00%) Microsoft Azure
2 3 (6.00%) Amazon S3
3 2 (4.00%) GitHub
3 2 (4.00%) Google Analytics
3 2 (4.00%) IaaS
3 2 (4.00%) PaaS
3 2 (4.00%) SaaS
4 1 (2.00%) Azure Data Factory
4 1 (2.00%) Cloud Computing
Communications & Networking
1 2 (4.00%) DNS
1 2 (4.00%) SSL
Database & Business Intelligence
1 30 (60.00%) Big Data
2 24 (48.00%) Data Warehouse
3 22 (44.00%) Hadoop
4 17 (34.00%) OLAP
5 16 (32.00%) Apache Hive
5 16 (32.00%) Data Lake
5 16 (32.00%) NoSQL
5 16 (32.00%) Relational Database
6 9 (18.00%) Oracle OLAP
7 6 (12.00%) DB2
7 6 (12.00%) SQL Server
8 4 (8.00%) Power BI
9 3 (6.00%) BusinessObjects
9 3 (6.00%) HBase
9 3 (6.00%) Impala
9 3 (6.00%) MongoDB
9 3 (6.00%) MySQL
9 3 (6.00%) Pentaho
9 3 (6.00%) SAP HANA
9 3 (6.00%) Star Schema
Development Applications
1 4 (8.00%) JIRA
2 3 (6.00%) Git (software)
2 3 (6.00%) Jenkins
3 1 (2.00%) Visual Studio Team System
General
1 9 (18.00%) Retail
2 7 (14.00%) Marketing
3 5 (10.00%) Finance
4 1 (2.00%) Digital Economy
4 1 (2.00%) Spanish Language
Job Titles
1 16 (32.00%) Developer
2 7 (14.00%) Architect
2 7 (14.00%) Hadoop Developer
3 6 (12.00%) Data Engineer
4 5 (10.00%) Analyst
4 5 (10.00%) Oracle Developer
5 4 (8.00%) Big Data Consultant
5 4 (8.00%) Big Data Engineer
5 4 (8.00%) Consultant
5 4 (8.00%) Data Consultant
5 4 (8.00%) Senior Developer
5 4 (8.00%) Technical Architect
6 3 (6.00%) Administrator
6 3 (6.00%) Lead Developer
6 3 (6.00%) Support Analyst
7 2 (4.00%) Data Architect
7 2 (4.00%) Desktop Support
7 2 (4.00%) Project Manager
7 2 (4.00%) SAP BI Analyst
7 2 (4.00%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (30.00%) Kafka
2 5 (10.00%) LAMP
3 3 (6.00%) LAPP Stack
3 3 (6.00%) RabbitMQ
3 3 (6.00%) Spring
3 3 (6.00%) Web Services
4 2 (4.00%) Hibernate
4 2 (4.00%) HTML
4 2 (4.00%) J2EE
5 1 (2.00%) MDX
5 1 (2.00%) Middleware
5 1 (2.00%) SAML
Miscellaneous
1 3 (6.00%) Data Structures
2 2 (4.00%) Analytical Skills
2 2 (4.00%) Blog
2 2 (4.00%) IBM Mainframe
2 2 (4.00%) Mainframe
2 2 (4.00%) Management Information System
3 1 (2.00%) Clustering
3 1 (2.00%) Computer Science
3 1 (2.00%) Data Centre
3 1 (2.00%) Enterprise Software
3 1 (2.00%) Linked Data
Operating Systems
1 9 (18.00%) Linux
2 6 (12.00%) Unix
3 4 (8.00%) Windows
4 2 (4.00%) Android
4 2 (4.00%) Apple iOS
4 2 (4.00%) DC/OS
Processes & Methodologies
1 20 (40.00%) ETL
2 15 (30.00%) Data Architecture
2 15 (30.00%) High Availability
3 14 (28.00%) Business Analytics
3 14 (28.00%) Data Management
3 14 (28.00%) Data Mapping
3 14 (28.00%) Disaster Recovery
3 14 (28.00%) SDLC
4 10 (20.00%) Business Intelligence
4 10 (20.00%) Data Governance
5 9 (18.00%) Data Analytics
6 8 (16.00%) Agile Software Development
6 8 (16.00%) Data Science
7 7 (14.00%) Capacity Planning
7 7 (14.00%) Change Control
7 7 (14.00%) Incident Management
7 7 (14.00%) Problem Management
7 7 (14.00%) Runbook
7 7 (14.00%) Scrum
8 6 (12.00%) CRM
Programming Languages
1 13 (26.00%) SQL
2 12 (24.00%) Scala
3 8 (16.00%) PL/SQL
4 7 (14.00%) Java
5 5 (10.00%) Python
6 3 (6.00%) HiveQL
6 3 (6.00%) Shell Script
6 3 (6.00%) T-SQL
7 2 (4.00%) JavaScript
7 2 (4.00%) PHP
7 2 (4.00%) R
8 1 (2.00%) ABAP
8 1 (2.00%) C++
8 1 (2.00%) VC++
Qualifications
1 1 (2.00%) BPSS Clearance
1 1 (2.00%) Degree
Quality Assurance & Compliance
1 17 (34.00%) Data Quality
2 4 (8.00%) GDPR
3 1 (2.00%) SLA
System Software
1 5 (10.00%) Docker
2 2 (4.00%) Active Directory
Systems Management
1 3 (6.00%) Kibana
2 2 (4.00%) Ambari
2 2 (4.00%) Ganglia
2 2 (4.00%) Kubernetes
2 2 (4.00%) Nagios
3 1 (2.00%) Single Sign-On
Vendors
1 16 (32.00%) Oracle
2 15 (30.00%) Talend
3 13 (26.00%) Ab Initio
4 11 (22.00%) Informatica
5 9 (18.00%) Tableau
6 7 (14.00%) IBM
7 6 (12.00%) Microsoft
7 6 (12.00%) SAP
8 5 (10.00%) Cloudera
9 3 (6.00%) Alteryx
9 3 (6.00%) Remedy
9 3 (6.00%) Splunk
10 2 (4.00%) Adobe
10 2 (4.00%) ATG
10 2 (4.00%) Google
10 2 (4.00%) Hortonworks
10 2 (4.00%) hybris
10 2 (4.00%) MapR
10 2 (4.00%) Salesforce.com
10 2 (4.00%) Sitecore