Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 20 November 2017 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 Analysis
Buckinghamshire > Milton Keynes
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 91 57 65
Rank change year-on-year -34 +8 +10
Contract jobs citing Data Analysis 30 36 53
As % of all contract IT jobs advertised in Milton Keynes 1.72% 2.84% 2.74%
As % of the Processes & Methodologies category 2.06% 3.34% 3.38%
Number of daily rates quoted 8 18 23
Milton Keynes median daily rate £370 £375 £295
Median daily rate % change year-on-year -1.33% +27.12% +18.00%
10th Percentile £269 £343 £232
90th Percentile £538 £469 £387
Buckinghamshire median daily rate £311 £400 £285
% change year-on-year -22.19% +40.35% +13.89%
Number of hourly rates quoted 1 0 2
Milton Keynes median hourly rate £15.00 - £22.50
10th Percentile £14.50 - £21.25
90th Percentile £15.50 - £23.75
Buckinghamshire median hourly rate £19.00 £35.00 £22.50
% change year-on-year -45.71% +55.56% -25.00%

Data Analysis 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 1458 1079 1568
As % of all contract IT jobs advertised in Milton Keynes 83.55% 85.16% 80.99%
Number of daily rates quoted 763 633 853
Milton Keynes median daily rate £400 £416 £385
Median daily rate % change year-on-year -3.73% +7.92% +10.00%
10th Percentile £263 £241 £250
90th Percentile £529 £550 £500
Buckinghamshire median daily rate £400 £408 £375
% change year-on-year -1.84% +8.67% +7.14%
Number of hourly rates quoted 53 33 37
Milton Keynes median hourly rate £14.00 £14.00 £16.00
Median hourly rate % change year-on-year - -12.50% +23.08%
10th Percentile £8.79 £9.00 £9.40
90th Percentile £24.80 £38.75 £25.05
Buckinghamshire median hourly rate £16.58 £15.00 £16.25
% change year-on-year +10.53% -7.69% +27.45%

Data Analysis
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Analysis in Milton Keynes

Data Analysis
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Data Analysis in Milton Keynes

Data Analysis
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Data Analysis in Milton Keynes over the 6 months to 20 November 2017.

Contractor daily rate histogram for Data Analysis in Milton Keynes

Data Analysis
Contractor Hourly Rate Trend in Milton Keynes

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

Contractor hourly rate trend for Data Analysis in Milton Keynes

For the 6 months to 20 November 2017, IT contractor jobs citing Data Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Milton Keynes region with a requirement for Data Analysis.

1 12 (40.00%) Banking
2 11 (36.67%) Finance
3 10 (33.33%) SQL
4 8 (26.67%) Oracle
5 7 (23.33%) Microsoft Excel
5 7 (23.33%) Microsoft
5 7 (23.33%) Hadoop
5 7 (23.33%) Big Data
5 7 (23.33%) Data Ingestion
6 6 (20.00%) Retail
7 5 (16.67%) Microsoft PowerPoint
7 5 (16.67%) SAS
7 5 (16.67%) Unix
7 5 (16.67%) Linux
7 5 (16.67%) Data Transformation
7 5 (16.67%) Kibana
7 5 (16.67%) SC Cleared
7 5 (16.67%) Security Cleared
7 5 (16.67%) Elastic Stack
8 4 (13.33%) Data Governance
8 4 (13.33%) Data Quality
8 4 (13.33%) Tableau
8 4 (13.33%) Retail Banking
8 4 (13.33%) Agile Software Development
8 4 (13.33%) Dashboard Development
8 4 (13.33%) Elasticsearch
8 4 (13.33%) Analytics
8 4 (13.33%) Windows
8 4 (13.33%) CRM
8 4 (13.33%) Data Warehouse

Data Analysis
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 5 (16.67%) SAS
2 4 (13.33%) Elasticsearch
3 3 (10.00%) Apache Spark
Applications
1 7 (23.33%) Microsoft Excel
2 5 (16.67%) Microsoft PowerPoint
3 3 (10.00%) Microsoft Office
Business Applications
1 4 (13.33%) Dynamics CRM
Database & Business Intelligence
1 7 (23.33%) Big Data
1 7 (23.33%) Hadoop
2 4 (13.33%) Data Warehouse
3 3 (10.00%) Apache Hive
4 2 (6.67%) Cloudera CDH
4 2 (6.67%) Data Lake
4 2 (6.67%) DB2
4 2 (6.67%) HBase
4 2 (6.67%) Impala
4 2 (6.67%) NoSQL
4 2 (6.67%) PowerPivot
4 2 (6.67%) QlikView
4 2 (6.67%) SQL Server
4 2 (6.67%) Sqoop
5 1 (3.33%) Data Mining
5 1 (3.33%) Oracle Database
5 1 (3.33%) Oracle Reports
5 1 (3.33%) Power BI
5 1 (3.33%) SQL Server Integration Services
5 1 (3.33%) SQL Server Reporting Services
General
1 12 (40.00%) Banking
2 11 (36.67%) Finance
3 6 (20.00%) Retail
4 4 (13.33%) Pharmaceutical
4 4 (13.33%) Retail Banking
5 1 (3.33%) Financial Institution
5 1 (3.33%) Manufacturing
5 1 (3.33%) Marketing
5 1 (3.33%) Publishing
Job Titles
1 17 (56.67%) Analyst
2 8 (26.67%) Data Analyst
2 8 (26.67%) Developer
3 5 (16.67%) Hadoop Developer
4 4 (13.33%) Big Data Developer
5 3 (10.00%) Business Analyst
5 3 (10.00%) Elasticsearch Developer
5 3 (10.00%) Linux Developer
5 3 (10.00%) SAS Developer
5 3 (10.00%) Unix Developer
6 2 (6.67%) Banking Analyst
6 2 (6.67%) Big Data Engineer
6 2 (6.67%) Data Engineer
6 2 (6.67%) PMO Analyst
6 2 (6.67%) SAS Analyst
6 2 (6.67%) SAS Business Analyst
6 2 (6.67%) Server Analyst
6 2 (6.67%) Service Analyst
6 2 (6.67%) SQL Analyst
7 1 (3.33%) MicroStrategy Analyst
Libraries, Frameworks & Software Standards
1 5 (16.67%) Elastic Stack
2 3 (10.00%) Kafka
Miscellaneous
1 2 (6.67%) Analytical Skills
2 1 (3.33%) Credit Risk
2 1 (3.33%) Management Information System
2 1 (3.33%) User Experience
Operating Systems
1 5 (16.67%) Linux
1 5 (16.67%) Unix
2 4 (13.33%) Windows
3 1 (3.33%) Windows Server
Processes & Methodologies
1 7 (23.33%) Data Ingestion
2 5 (16.67%) Data Transformation
3 4 (13.33%) Agile Software Development
3 4 (13.33%) Analytics
3 4 (13.33%) Change Management
3 4 (13.33%) CRM
3 4 (13.33%) Dashboard Development
3 4 (13.33%) Data Governance
3 4 (13.33%) Logistics
3 4 (13.33%) Scrum
4 3 (10.00%) Data Analytics
4 3 (10.00%) MapReduce
4 3 (10.00%) Migration
4 3 (10.00%) Translating Business Requirements
4 3 (10.00%) Use Case
5 2 (6.67%) Big Data Analytics
5 2 (6.67%) Customer Insight
5 2 (6.67%) DevOps
5 2 (6.67%) ETL Development
5 2 (6.67%) Functional Programming
Programming Languages
1 10 (33.33%) SQL
2 4 (13.33%) Java
3 3 (10.00%) Scala
4 2 (6.67%) VBA
5 1 (3.33%) C#
5 1 (3.33%) VB
Qualifications
1 5 (16.67%) SC Cleared
1 5 (16.67%) Security Cleared
2 1 (3.33%) Degree
2 1 (3.33%) DV Cleared
2 1 (3.33%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (13.33%) Data Quality
2 3 (10.00%) PMO
3 2 (6.67%) QA
System Software
1 2 (6.67%) Apache Flume
2 1 (3.33%) HDFS
Systems Management
1 5 (16.67%) Kibana
2 3 (10.00%) logstash
Vendors
1 8 (26.67%) Oracle
2 7 (23.33%) Microsoft
3 4 (13.33%) Tableau
4 2 (6.67%) Cloudera
4 2 (6.67%) Teradata
5 1 (3.33%) Hortonworks
5 1 (3.33%) MicroStrategy