Period
to 17 November 2018

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 17 November 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.

Data Lakes
Buckinghamshire > Milton Keynes
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 89 112 89
Rank change year-on-year +23 -23 -
Contract jobs citing Data Lake 14 8 5
As % of all contract IT jobs advertised in Milton Keynes 1.07% 0.45% 0.38%
As % of the Database & Business Intelligence category 5.45% 2.08% 1.74%
Number of daily rates quoted 5 1 1
Milton Keynes median daily rate £650 £520 £475
Median daily rate % change year-on-year +25.00% +9.47% -
10th Percentile £530 £510 £463
90th Percentile £725 £530 £488
Buckinghamshire median daily rate £650 £520 £450
% change year-on-year +25.00% +15.56% -
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 257 385 287
As % of all contract IT jobs advertised in Milton Keynes 19.65% 21.84% 22.06%
Number of daily rates quoted 151 172 152
Milton Keynes median daily rate £425 £388 £388
Median daily rate % change year-on-year +9.68% - +5.80%
10th Percentile £250 £306 £263
90th Percentile £544 £500 £536
Buckinghamshire median daily rate £415 £388 £375
% change year-on-year +7.10% +3.33% +3.09%
Number of hourly rates quoted 1 0 2
Milton Keynes median hourly rate £35.00 - £37.75
10th Percentile £32.50 - £27.48
90th Percentile £37.50 - £49.83
Buckinghamshire median hourly rate £34.25 £19.00 £26.50
% change year-on-year +80.26% -28.30% +17.78%

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

Data Lake
Contractor Daily Rate Histogram in Milton Keynes

The daily rate distribution of IT jobs citing Data Lake in Milton Keynes over the 6 months to 17 November 2018.

Contractor daily rate histogram for Data Lake in Milton Keynes

For the 6 months to 17 November 2018, 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 14 (100.00%) Big Data
2 13 (92.86%) Hadoop
3 12 (85.71%) ETL
4 11 (78.57%) Data Warehouse
4 11 (78.57%) High Availability
4 11 (78.57%) Data Quality
4 11 (78.57%) Analytics
5 10 (71.43%) Business Analytics
5 10 (71.43%) Apache Hive
5 10 (71.43%) NoSQL
5 10 (71.43%) Data Mapping
5 10 (71.43%) Data Architecture
5 10 (71.43%) OLAP
5 10 (71.43%) Disaster Recovery
5 10 (71.43%) Data Management
5 10 (71.43%) Relational Database
5 10 (71.43%) SDLC
6 9 (64.29%) Talend
7 8 (57.14%) Retail
8 7 (50.00%) Ab Initio
9 6 (42.86%) Informatica
9 6 (42.86%) SAS
10 3 (21.43%) Hortonworks
10 3 (21.43%) Cloudera
10 3 (21.43%) Visualisation
10 3 (21.43%) Capacity Planning
10 3 (21.43%) Data Governance
10 3 (21.43%) Change Control
10 3 (21.43%) Incident Management
10 3 (21.43%) Problem Management

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 6 (42.86%) SAS
2 2 (14.29%) Apache
3 1 (7.14%) Apache Spark
3 1 (7.14%) Elasticsearch
Cloud Services
1 1 (7.14%) Azure Data Factory
1 1 (7.14%) Microsoft Azure
Database & Business Intelligence
1 14 (100.00%) Big Data
2 13 (92.86%) Hadoop
3 11 (78.57%) Data Warehouse
4 10 (71.43%) Apache Hive
4 10 (71.43%) NoSQL
4 10 (71.43%) OLAP
4 10 (71.43%) Relational Database
5 2 (14.29%) Oracle OLAP
6 1 (7.14%) DB2
6 1 (7.14%) Enterprise Data Warehouse
6 1 (7.14%) HDInsight
6 1 (7.14%) Power BI
6 1 (7.14%) SQL Server
General
1 8 (57.14%) Retail
Job Titles
1 7 (50.00%) Developer
2 4 (28.57%) Hadoop Developer
3 2 (14.29%) Big Data Engineer
3 2 (14.29%) Data Engineer
3 2 (14.29%) Hadoop Engineer
3 2 (14.29%) Lead Developer
3 2 (14.29%) Oracle Developer
3 2 (14.29%) Senior Developer
4 1 (7.14%) Ab Initio Administrator
4 1 (7.14%) Administrator
4 1 (7.14%) ETL Developer
4 1 (7.14%) Hadoop Administrator
4 1 (7.14%) Linux Administrator
4 1 (7.14%) MapReduce Engineer
4 1 (7.14%) Oracle ETL Developer
Libraries, Frameworks & Software Standards
1 2 (14.29%) Kafka
2 1 (7.14%) Elastic Stack
Miscellaneous
1 1 (7.14%) Analytical Skills
Operating Systems
1 2 (14.29%) Linux
1 2 (14.29%) Unix
Processes & Methodologies
1 12 (85.71%) ETL
2 11 (78.57%) Analytics
2 11 (78.57%) High Availability
3 10 (71.43%) Business Analytics
3 10 (71.43%) Data Architecture
3 10 (71.43%) Data Management
3 10 (71.43%) Data Mapping
3 10 (71.43%) Disaster Recovery
3 10 (71.43%) SDLC
4 3 (21.43%) Capacity Planning
4 3 (21.43%) Change Control
4 3 (21.43%) Data Governance
4 3 (21.43%) Data Ingestion
4 3 (21.43%) Incident Management
4 3 (21.43%) Problem Management
4 3 (21.43%) Runbook
4 3 (21.43%) Use Case
4 3 (21.43%) Visualisation
5 2 (14.29%) Agile Project Management
5 2 (14.29%) Data Visualisation
Programming Languages
1 1 (7.14%) Java
1 1 (7.14%) Python
1 1 (7.14%) R
1 1 (7.14%) Scala
1 1 (7.14%) SQL
Quality Assurance & Compliance
1 11 (78.57%) Data Quality
2 1 (7.14%) SLA
System Software
1 1 (7.14%) HDFS
Systems Management
1 2 (14.29%) Ambari
1 2 (14.29%) Ganglia
1 2 (14.29%) Nagios
2 1 (7.14%) Kibana
Vendors
1 9 (64.29%) Talend
2 7 (50.00%) Ab Initio
3 6 (42.86%) Informatica
4 3 (21.43%) Cloudera
4 3 (21.43%) Hortonworks
5 2 (14.29%) MapR
5 2 (14.29%) Oracle