Period
to 10 December 2018

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Big Data skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Big Data over the 6 months to 10 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.

Big Data
Buckinghamshire > Milton Keynes
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 66 49 46
Rank change year-on-year -17 -3 +44
Contract jobs citing Big Data 31 79 44
As % of all contract IT jobs advertised in Milton Keynes 2.46% 4.48% 3.54%
As % of the Database & Business Intelligence category 13.14% 20.20% 17.19%
Number of daily rates quoted 8 11 15
Milton Keynes median daily rate £625 £450 £450
Median daily rate % change year-on-year +38.89% - +20.00%
10th Percentile £421 £325 £348
90th Percentile £725 £538 £533
Buckinghamshire median daily rate £600 £444 £425
% change year-on-year +35.21% +4.41% +7.94%
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

Big Data is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Milton Keynes
Contract vacancies with a requirement for database or business intelligence skills 236 391 256
As % of all contract IT jobs advertised in Milton Keynes 18.72% 22.17% 20.58%
Number of daily rates quoted 134 179 144
Milton Keynes median daily rate £425 £394 £388
Median daily rate % change year-on-year +7.87% +1.68% +3.33%
10th Percentile £240 £306 £263
90th Percentile £584 £500 £538
Buckinghamshire median daily rate £420 £394 £375
% change year-on-year +6.60% +5.07% -
Number of hourly rates quoted 3 0 2
Milton Keynes median hourly rate £26.65 - £37.75
Buckinghamshire median hourly rate £26.65 £15.75 £26.50
% change year-on-year +69.21% -40.57% +17.78%

Big Data
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Big Data in Milton Keynes

Big Data
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Big Data in Milton Keynes

Big Data
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Big Data in Milton Keynes over the 6 months to 10 December 2018.

Contractor daily rate histogram for Big Data in Milton Keynes

For the 6 months to 10 December 2018, IT contractor jobs citing Big Data 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 Big Data.

1 19 (61.29%) Analytics
2 16 (51.61%) Hadoop
3 15 (48.39%) ETL
4 14 (45.16%) Data Lake
5 13 (41.94%) Data Warehouse
6 12 (38.71%) Data Architecture
6 12 (38.71%) Apache Hive
6 12 (38.71%) High Availability
7 11 (35.48%) Data Quality
7 11 (35.48%) NoSQL
7 11 (35.48%) Relational Database
7 11 (35.48%) Data Mapping
7 11 (35.48%) Disaster Recovery
7 11 (35.48%) Data Management
7 11 (35.48%) OLAP
8 10 (32.26%) Ab Initio
8 10 (32.26%) SDLC
8 10 (32.26%) Talend
8 10 (32.26%) Business Analytics
9 9 (29.03%) Kafka
9 9 (29.03%) Retail
10 7 (22.58%) Agile Software Development
10 7 (22.58%) Informatica
10 7 (22.58%) Apache
10 7 (22.58%) CRM
10 7 (22.58%) SAS
10 7 (22.58%) Apache Spark
11 6 (19.35%) Internet of Things
11 6 (19.35%) Scala
11 6 (19.35%) Internet

Big Data
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 7 (22.58%) Apache
1 7 (22.58%) Apache Spark
1 7 (22.58%) SAS
2 1 (3.23%) Apache Pig
Business Applications
1 1 (3.23%) Dynamics AX
1 1 (3.23%) Dynamics CRM
1 1 (3.23%) Dynamics NAV
Cloud Services
1 2 (6.45%) Azure Data Factory
1 2 (6.45%) Microsoft Azure
Communications & Networking
1 6 (19.35%) Internet
2 1 (3.23%) SSH
Database & Business Intelligence
1 16 (51.61%) Hadoop
2 14 (45.16%) Data Lake
3 13 (41.94%) Data Warehouse
4 12 (38.71%) Apache Hive
5 11 (35.48%) NoSQL
5 11 (35.48%) OLAP
5 11 (35.48%) Relational Database
6 3 (9.68%) DB2
7 2 (6.45%) Cloudera CDH
7 2 (6.45%) Impala
7 2 (6.45%) Oracle OLAP
8 1 (3.23%) Enterprise Data Warehouse
8 1 (3.23%) HBase
8 1 (3.23%) HDInsight
8 1 (3.23%) MongoDB
8 1 (3.23%) Power BI
8 1 (3.23%) SQL Server Analysis Services
8 1 (3.23%) SQL Server Integration Services
8 1 (3.23%) SQL Server Reporting Services
8 1 (3.23%) Sqoop
Development Applications
1 1 (3.23%) Git (software)
1 1 (3.23%) JIRA
1 1 (3.23%) Visual Studio Team System
General
1 9 (29.03%) Retail
2 4 (12.90%) Finance
Job Titles
1 11 (35.48%) Developer
2 5 (16.13%) Product Owner
3 4 (12.90%) Administrator
3 4 (12.90%) Hadoop Developer
4 3 (9.68%) Agile Product Owner
4 3 (9.68%) Big Data Developer
4 3 (9.68%) Consultant
4 3 (9.68%) Data Engineer
4 3 (9.68%) Hadoop Administrator
4 3 (9.68%) Lead Developer
5 2 (6.45%) Ab Initio Administrator
5 2 (6.45%) Architect
5 2 (6.45%) Big Data Consultant
5 2 (6.45%) Big Data Engineer
5 2 (6.45%) Data Consultant
5 2 (6.45%) Oracle Developer
5 2 (6.45%) Senior Developer
5 2 (6.45%) Technical Leader
6 1 (3.23%) Lead Architect
6 1 (3.23%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 9 (29.03%) Kafka
2 2 (6.45%) Spark Streaming
2 2 (6.45%) Spring
Miscellaneous
1 6 (19.35%) Internet of Things
2 5 (16.13%) Smart Energy
3 1 (3.23%) Greenfield Project
Operating Systems
1 3 (9.68%) Linux
1 3 (9.68%) Unix
Processes & Methodologies
1 19 (61.29%) Analytics
2 15 (48.39%) ETL
3 12 (38.71%) Data Architecture
3 12 (38.71%) High Availability
4 11 (35.48%) Data Management
4 11 (35.48%) Data Mapping
4 11 (35.48%) Disaster Recovery
5 10 (32.26%) Business Analytics
5 10 (32.26%) SDLC
6 7 (22.58%) Agile Software Development
6 7 (22.58%) CRM
7 4 (12.90%) Data Analytics
7 4 (12.90%) Data Governance
8 3 (9.68%) Big Data Analytics
8 3 (9.68%) Capacity Planning
8 3 (9.68%) Change Control
8 3 (9.68%) Change Data Capture
8 3 (9.68%) Data Ingestion
8 3 (9.68%) Incident Management
8 3 (9.68%) Runbook
Programming Languages
1 6 (19.35%) Scala
2 3 (9.68%) Shell Script
2 3 (9.68%) SQL
3 2 (6.45%) Python
4 1 (3.23%) Java
4 1 (3.23%) Perl
4 1 (3.23%) PowerShell
4 1 (3.23%) R
Quality Assurance & Compliance
1 11 (35.48%) Data Quality
2 1 (3.23%) SLA
System Software
1 2 (6.45%) HDFS
2 1 (3.23%) Apache Flume
Systems Management
1 2 (6.45%) Ambari
1 2 (6.45%) Ganglia
1 2 (6.45%) Nagios
2 1 (3.23%) Hadoop YARN
Vendors
1 10 (32.26%) Ab Initio
1 10 (32.26%) Talend
2 7 (22.58%) Informatica
3 5 (16.13%) Cloudera
4 2 (6.45%) Hortonworks
4 2 (6.45%) MapR
4 2 (6.45%) Oracle
5 1 (3.23%) Microsoft