Period
to 23 October 2020

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 23 October 2020 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
England > East Midlands
6 months to
23 Oct 2020
Same period 2019 Same period 2018
Rank 48 107 142
Rank change year-on-year +59 +35 +5
Contract jobs citing Data Lake 11 5 1
As % of all contract jobs advertised in the East Midlands 1.74% 0.27% 0.036%
As % of the Database & Business Intelligence category 7.14% 1.15% 0.17%
Number of daily rates quoted 7 4 0
Median daily rate £472 £563 -
Median daily rate % change year-on-year -16.09% - -
England median daily rate £550 £550 £525
% change year-on-year - +4.76% -4.55%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
England median hourly rate £35.00 £72.50 £49.75
% change year-on-year -51.72% +45.73% +10.56%

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 the East Midlands with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East Midlands
Contract vacancies with a requirement for database or business intelligence skills 154 436 605
As % of all contract IT jobs advertised in the East Midlands 24.37% 23.53% 22.03%
Number of daily rates quoted 83 285 398
Median daily rate £368 £400 £389
Median daily rate % change year-on-year -8.13% +2.89% +3.67%
10th Percentile £244 £265 £286
90th Percentile £499 £550 £550
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 2 10 16
Median hourly rate £36.25 £20.42 £40.00
Median hourly rate % change year-on-year +77.57% -48.96% -11.11%
10th Percentile £16.78 £14.00 £15.13
90th Percentile £57.53 £47.75 £49.38
Median hourly rate £35.00 £31.00 £32.00
% change year-on-year +12.90% -3.13% +4.92%

Data Lake
Job Vacancy Trend in the East Midlands

Job postings citing Data Lake as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Data Lake in the East Midlands

Data Lake
Contractor Daily Rate Trend in the East Midlands

3-month moving average daily rate quoted in jobs citing Data Lake in the East Midlands.

Daily rate trend for Data Lake in the East Midlands

Data Lake
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Lake within the East Midlands region over the 6 months to 23 October 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Northamptonshire - 7 £488 - 1
Nottinghamshire +37 1 - - 1
Data Lake
England

For the 6 months to 23 October 2020, 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 East Midlands region with a requirement for Data Lake.

1 10 (90.91%) SQL
1 10 (90.91%) Finance
2 7 (63.64%) Data Modelling
2 7 (63.64%) Banking
2 7 (63.64%) AWS
2 7 (63.64%) DevOps
3 6 (54.55%) Azure
4 5 (45.45%) Open Source
4 5 (45.45%) JIRA
4 5 (45.45%) Android
4 5 (45.45%) Git (software)
4 5 (45.45%) Apache Cassandra
4 5 (45.45%) NoSQL
4 5 (45.45%) Apple iOS
4 5 (45.45%) REST
4 5 (45.45%) Machine Learning
4 5 (45.45%) CQRS
4 5 (45.45%) Opscode Chef
4 5 (45.45%) Salesforce.com
4 5 (45.45%) Service Management
4 5 (45.45%) Data Management
4 5 (45.45%) TOGAF
4 5 (45.45%) Jenkins
4 5 (45.45%) Docker
4 5 (45.45%) Microservices
4 5 (45.45%) GCP
4 5 (45.45%) Kubernetes
4 5 (45.45%) Grafana
4 5 (45.45%) GraphQL
4 5 (45.45%) API Design

Data Lake
Co-occurring IT Skills in the East Midlands 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 (18.18%) Apache Spark
Applications
1 3 (27.27%) Microsoft Excel
1 3 (27.27%) Microsoft PowerPoint
Business Applications
1 3 (27.27%) Dynamics CRM
Cloud Services
1 7 (63.64%) AWS
2 6 (54.55%) Azure
3 5 (45.45%) GCP
4 3 (27.27%) Dynamics 365
4 3 (27.27%) Power Platform
Database & Business Intelligence
1 5 (45.45%) Apache Cassandra
1 5 (45.45%) NoSQL
2 3 (27.27%) Power BI
3 2 (18.18%) Apache Hive
3 2 (18.18%) Big Data
3 2 (18.18%) Hadoop
3 2 (18.18%) HBase
3 2 (18.18%) Impala
3 2 (18.18%) Oracle Database
3 2 (18.18%) RDBMS
3 2 (18.18%) Relational Database
3 2 (18.18%) Spark SQL
Development Applications
1 5 (45.45%) Git (software)
1 5 (45.45%) Jenkins
1 5 (45.45%) JIRA
General
1 10 (90.91%) Finance
2 7 (63.64%) Banking
3 3 (27.27%) Manufacturing
4 1 (9.09%) Pharmaceutical
4 1 (9.09%) Retail
Job Titles
1 5 (45.45%) Architect
1 5 (45.45%) AWS Architect
2 4 (36.36%) Cloud Architect
3 3 (27.27%) Analyst
4 2 (18.18%) Ab Initio Developer
4 2 (18.18%) Data Analyst
4 2 (18.18%) Data Migration Analyst
4 2 (18.18%) Developer
4 2 (18.18%) Migration Analyst
5 1 (9.09%) Business Analyst
5 1 (9.09%) ETL Developer
5 1 (9.09%) Microsoft Specialist
Libraries, Frameworks & Software Standards
1 5 (45.45%) GraphQL
1 5 (45.45%) REST
Miscellaneous
1 2 (18.18%) Analytical Skills
1 2 (18.18%) Credit Risk
Operating Systems
1 5 (45.45%) Android
1 5 (45.45%) Apple iOS
Processes & Methodologies
1 7 (63.64%) Data Modelling
1 7 (63.64%) DevOps
2 5 (45.45%) API Design
2 5 (45.45%) CQRS
2 5 (45.45%) Data Management
2 5 (45.45%) Machine Learning
2 5 (45.45%) Microservices
2 5 (45.45%) Open Source
2 5 (45.45%) Service Management
2 5 (45.45%) TOGAF
3 4 (36.36%) Business Intelligence
3 4 (36.36%) Data Migration
3 4 (36.36%) Migration
4 3 (27.27%) Coaching
4 3 (27.27%) CRM
4 3 (27.27%) ERP
5 2 (18.18%) BDD
5 2 (18.18%) Continuous Integration
5 2 (18.18%) Data Governance
5 2 (18.18%) Data Reconciliation
Programming Languages
1 10 (90.91%) SQL
2 2 (18.18%) Java
2 2 (18.18%) Python
2 2 (18.18%) Scala
Qualifications
1 5 (45.45%) TOGAF Certification
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
1 2 (18.18%) Sarbanes-Oxley
System Software
1 5 (45.45%) Docker
2 2 (18.18%) Apache ZooKeeper
2 2 (18.18%) HDFS
Systems Management
1 5 (45.45%) Grafana
1 5 (45.45%) Kubernetes
1 5 (45.45%) Opscode Chef
1 5 (45.45%) Prometheus
2 2 (18.18%) Hadoop YARN
Vendors
1 5 (45.45%) Salesforce.com
2 3 (27.27%) Databricks
2 3 (27.27%) Microsoft
3 2 (18.18%) Ab Initio
3 2 (18.18%) Cloudera
3 2 (18.18%) Oracle
3 2 (18.18%) Teradata