Period
to 18 September 2021

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 18 September 2021 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
18 Sep 2021
Same period 2020 Same period 2019
Rank 44 50 71
Rank change year-on-year +6 +21 +19
Contract jobs citing Data Lake 20 1 12
As % of all contract jobs advertised in Milton Keynes 3.15% 0.28% 1.17%
As % of the Database & Business Intelligence category 15.04% 1.06% 6.19%
Number of daily rates quoted 16 1 5
10th Percentile £406 " £420
25th Percentile £411 £313 £431
Median daily rate (50th Percentile) £469 £325 £450
Median % change year-on-year +44.23% -27.78% -30.77%
75th Percentile £538 £338 "
90th Percentile £775 " £540
Buckinghamshire median daily rate £469 £388 £450
% change year-on-year +20.97% -13.89% -30.77%

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 133 94 194
As % of all contract IT jobs advertised in Milton Keynes 20.94% 26.55% 18.85%
Number of daily rates quoted 106 81 120
10th Percentile £309 £313 £212
25th Percentile £400 £398 £303
Median daily rate (50th Percentile) £463 £477 £438
Median % change year-on-year -3.11% +9.11% -
75th Percentile £536 £538 £500
90th Percentile £574 £606 £550
Buckinghamshire median daily rate £463 £475 £425
% change year-on-year -2.63% +11.76% -2.02%
Number of hourly rates quoted 3 4 3
10th Percentile " £37.10 £17.53
25th Percentile £19.25 £40.25 £28.46
Median hourly rate £19.50 £42.00 £46.67
Median % change year-on-year -53.57% -10.01% -
75th Percentile £19.88 £48.00 £51.34
90th Percentile £19.95 £58.80 £54.13
Buckinghamshire median hourly rate £19.50 £42.00 £18.55
% change year-on-year -53.57% +126.42% -61.75%

Data Lake
Job Vacancy Trend in Milton Keynes

Job postings citing Data Lake as a proportion 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

3-month moving average daily rate quoted in jobs citing Data Lake in Milton Keynes.

Daily rate trend for Data Lake in Milton Keynes

Data Lake
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing Data Lake in Milton Keynes over the 6 months to 18 September 2021.

Daily rate histogram for Data Lake in Milton Keynes

For the 6 months to 18 September 2021, 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 9 (45.00%) Social Skills
2 8 (40.00%) Azure
3 5 (25.00%) Data Warehouse
3 5 (25.00%) Agile Software Development
3 5 (25.00%) Presentation Skills
3 5 (25.00%) Analytics
3 5 (25.00%) Test Planning
4 4 (20.00%) Logical Data Model
4 4 (20.00%) Physical Data Model
4 4 (20.00%) Terraform
4 4 (20.00%) Data Strategy
4 4 (20.00%) Data Quality
4 4 (20.00%) Supplier Management
4 4 (20.00%) Data Modelling
4 4 (20.00%) ETL
4 4 (20.00%) Java
4 4 (20.00%) SQL
4 4 (20.00%) Linux
4 4 (20.00%) Migration
5 3 (15.00%) Project Management
5 3 (15.00%) Automotive
5 3 (15.00%) Publishing
5 3 (15.00%) Python
5 3 (15.00%) Business Intelligence
5 3 (15.00%) Active Directory
5 3 (15.00%) PowerCenter
5 3 (15.00%) Oracle
5 3 (15.00%) Data Protection Act
5 3 (15.00%) Data Architecture
5 3 (15.00%) Data Protection

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 2 (10.00%) Apache Spark
2 1 (5.00%) SAS
Cloud Services
1 8 (40.00%) Azure
2 3 (15.00%) Azure Data Factory
3 2 (10.00%) AWS
4 1 (5.00%) Amazon EMR
4 1 (5.00%) Azure Synapse Analytics
4 1 (5.00%) Snowflake
Communications & Networking
1 1 (5.00%) Kerberos
1 1 (5.00%) SAN
Database & Business Intelligence
1 5 (25.00%) Data Warehouse
2 3 (15.00%) Azure SQL Data Warehouse
2 3 (15.00%) Big Data
2 3 (15.00%) PowerCenter
3 2 (10.00%) Apache Hive
3 2 (10.00%) Cloudera CDH
3 2 (10.00%) Hadoop
3 2 (10.00%) HBase
3 2 (10.00%) Impala
4 1 (5.00%) Amazon Redshift
4 1 (5.00%) Electronic Patient Records
4 1 (5.00%) NoSQL
4 1 (5.00%) Sqoop
Development Applications
1 3 (15.00%) Jenkins
General
1 9 (45.00%) Social Skills
2 5 (25.00%) Presentation Skills
3 3 (15.00%) Automotive
3 3 (15.00%) Inclusion and Diversity
3 3 (15.00%) Publishing
4 2 (10.00%) Retail
5 1 (5.00%) Analytical Skills
Job Titles
1 6 (30.00%) Test Manager
2 5 (25.00%) Test Leader
3 4 (20.00%) Project Manager
4 3 (15.00%) Architect
4 3 (15.00%) Azure Architect
4 3 (15.00%) Azure Engineer
4 3 (15.00%) Data Architect
4 3 (15.00%) Security Manager
4 3 (15.00%) Security Test Manager
4 3 (15.00%) Site Engineer
4 3 (15.00%) Site Reliability Engineer
5 2 (10.00%) Big Data Engineer
5 2 (10.00%) Data Engineer
5 2 (10.00%) Insight Manager
5 2 (10.00%) IT Manager
5 2 (10.00%) IT Project Manager
6 1 (5.00%) Consultant
6 1 (5.00%) Implementation Manager
6 1 (5.00%) Implementation Project Manager
6 1 (5.00%) Solutions Designer
Libraries, Frameworks & Software Standards
1 3 (15.00%) Kafka
Miscellaneous
1 3 (15.00%) Data Protection Act
2 1 (5.00%) Legacy Systems
2 1 (5.00%) Management Information System
2 1 (5.00%) Self-Motivation
Operating Systems
1 4 (20.00%) Linux
2 1 (5.00%) Unix
Processes & Methodologies
1 5 (25.00%) Agile Software Development
1 5 (25.00%) Analytics
1 5 (25.00%) Test Planning
2 4 (20.00%) Data Modelling
2 4 (20.00%) Data Strategy
2 4 (20.00%) ETL
2 4 (20.00%) Logical Data Model
2 4 (20.00%) Migration
2 4 (20.00%) Physical Data Model
2 4 (20.00%) Supplier Management
3 3 (15.00%) Business Intelligence
3 3 (15.00%) Dashboard Development
3 3 (15.00%) Data Architecture
3 3 (15.00%) Data Ingestion
3 3 (15.00%) Data Protection
3 3 (15.00%) DevOps
3 3 (15.00%) Infrastructure as Code
3 3 (15.00%) Project Management
3 3 (15.00%) Scaled Agile Framework
3 3 (15.00%) Site Reliability Engineering
Programming Languages
1 4 (20.00%) Java
1 4 (20.00%) SQL
2 3 (15.00%) Bash Shell
2 3 (15.00%) Python
3 1 (5.00%) Scala
Quality Assurance & Compliance
1 4 (20.00%) Data Quality
2 2 (10.00%) QA
3 1 (5.00%) SLA
System Software
1 3 (15.00%) Active Directory
2 1 (5.00%) Apache Flume
Systems Management
1 4 (20.00%) Terraform
Vendors
1 3 (15.00%) Oracle
2 2 (10.00%) Cloudera
2 2 (10.00%) Informatica
2 2 (10.00%) StreamSets
3 1 (5.00%) Databricks
3 1 (5.00%) MicroStrategy