Period
to 19 January 2019

The following table provides summary statistics for contract job vacancies advertised in Milton Keynes with a requirement for Data Lake skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Lake over the 6 months to 19 January 2019 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 Lakes
Buckinghamshire > Milton Keynes
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 83 109 86
Rank change year-on-year +26 -23 -
Contract jobs citing Data Lake 11 11 5
As % of all contract IT jobs advertised in Milton Keynes 0.95% 0.65% 0.41%
As % of the Database & Business Intelligence category 5.67% 2.84% 2.19%
Number of daily rates quoted 4 3 1
Milton Keynes median daily rate £650 £500 £475
Median daily rate % change year-on-year +30.00% +5.26% -
10th Percentile £558 £483 £463
90th Percentile £725 £527 £488
Buckinghamshire median daily rate £650 £494 £475
% change year-on-year +31.65% +3.95% -
Number of hourly rates quoted 0 0 0
Milton Keynes median hourly rate - - -
Buckinghamshire median hourly rate - - -

Data Lake 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 194 387 228
As % of all contract IT jobs advertised in Milton Keynes 16.70% 22.82% 18.52%
Number of daily rates quoted 116 183 129
Milton Keynes median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.23% +3.33%
10th Percentile £232 £304 £298
90th Percentile £619 £512 £538
Buckinghamshire median daily rate £415 £400 £375
% change year-on-year +3.75% +6.67% -
Number of hourly rates quoted 3 0 1
Milton Keynes median hourly rate £26.65 - £50.00
Buckinghamshire median hourly rate £26.65 - £38.25

Data Lake
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Data Lake in Milton Keynes

Data Lake
Contractor Daily Rate Trend in Milton Keynes

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

Contractor daily rate trend for Data Lake in Milton Keynes

For the 6 months to 19 January 2019, IT contractor jobs citing Data Lake 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 Data Lake.

1 11 (100.00%) Data Warehouse
1 11 (100.00%) ETL
1 11 (100.00%) Big Data
1 11 (100.00%) Analytics
2 10 (90.91%) Relational Database
2 10 (90.91%) OLAP
2 10 (90.91%) Data Management
2 10 (90.91%) Disaster Recovery
2 10 (90.91%) Data Mapping
2 10 (90.91%) Data Architecture
2 10 (90.91%) Hadoop
2 10 (90.91%) High Availability
3 9 (81.82%) Apache Hive
3 9 (81.82%) NoSQL
3 9 (81.82%) Retail
4 8 (72.73%) Data Quality
4 8 (72.73%) Talend
4 8 (72.73%) SDLC
4 8 (72.73%) Business Analytics
5 7 (63.64%) Ab Initio
5 7 (63.64%) Informatica
5 7 (63.64%) SAS
6 2 (18.18%) Nagios
6 2 (18.18%) Apache
6 2 (18.18%) Hortonworks
6 2 (18.18%) Cloudera
6 2 (18.18%) MapR
6 2 (18.18%) Ambari
6 2 (18.18%) Ganglia
7 1 (9.09%) Greenfield Project

Data Lake
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 (63.64%) SAS
2 2 (18.18%) Apache
Business Applications
1 1 (9.09%) Dynamics AX
1 1 (9.09%) Dynamics CRM
1 1 (9.09%) Dynamics NAV
Cloud Services
1 1 (9.09%) Azure Data Factory
1 1 (9.09%) Microsoft Azure
Database & Business Intelligence
1 11 (100.00%) Big Data
1 11 (100.00%) Data Warehouse
2 10 (90.91%) Hadoop
2 10 (90.91%) OLAP
2 10 (90.91%) Relational Database
3 9 (81.82%) Apache Hive
3 9 (81.82%) NoSQL
4 1 (9.09%) SQL Server Analysis Services
4 1 (9.09%) SQL Server Integration Services
4 1 (9.09%) SQL Server Reporting Services
Development Applications
1 1 (9.09%) Git (software)
1 1 (9.09%) JIRA
1 1 (9.09%) Visual Studio Team System
General
1 9 (81.82%) Retail
Job Titles
1 5 (45.45%) Developer
2 2 (18.18%) Data Engineer
2 2 (18.18%) Hadoop Developer
2 2 (18.18%) Lead Developer
2 2 (18.18%) Senior Developer
3 1 (9.09%) Business Intelligence Lead
3 1 (9.09%) Technical Leader
Miscellaneous
1 1 (9.09%) Greenfield Project
Processes & Methodologies
1 11 (100.00%) Analytics
1 11 (100.00%) ETL
2 10 (90.91%) Data Architecture
2 10 (90.91%) Data Management
2 10 (90.91%) Data Mapping
2 10 (90.91%) Disaster Recovery
2 10 (90.91%) High Availability
3 8 (72.73%) Business Analytics
3 8 (72.73%) SDLC
4 1 (9.09%) Business Intelligence
4 1 (9.09%) Capacity Planning
4 1 (9.09%) Change Control
4 1 (9.09%) Coaching
4 1 (9.09%) CRM
4 1 (9.09%) Data Analytics
4 1 (9.09%) Data Governance
4 1 (9.09%) DevOps
4 1 (9.09%) Incident Management
4 1 (9.09%) Problem Management
4 1 (9.09%) Runbook
Programming Languages
1 1 (9.09%) PowerShell
1 1 (9.09%) SQL
Quality Assurance & Compliance
1 8 (72.73%) Data Quality
Systems Management
1 2 (18.18%) Ambari
1 2 (18.18%) Ganglia
1 2 (18.18%) Nagios
Vendors
1 8 (72.73%) Talend
2 7 (63.64%) Ab Initio
2 7 (63.64%) Informatica
3 2 (18.18%) Cloudera
3 2 (18.18%) Hortonworks
3 2 (18.18%) MapR
4 1 (9.09%) Microsoft