Data Lake Contracts in Yorkshire

Data Lakes
England > Yorkshire

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 16 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 90 105 108
Rank change year-on-year +15 +3 -32
Contract jobs citing Data Lake 14 13 33
As % of all contract jobs advertised in Yorkshire 0.84% 0.59% 1.23%
As % of the Database & Business Intelligence category 5.53% 4.81% 7.53%
Number of daily rates quoted 14 9 16
10th Percentile £408 £523 £463
25th Percentile £450 £525 £525
Median daily rate (50th Percentile) £500 £685 £600
Median % change year-on-year -27.01% +14.17% +28.00%
75th Percentile £531 £700 £719
90th Percentile £550 £713 £806
England median daily rate £585 £575 £600
% change year-on-year +1.74% -4.17% +14.29%

All Database and Business Intelligence Skills
Yorkshire

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 Yorkshire with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 253 270 438
As % of all contract IT jobs advertised in Yorkshire 15.18% 12.16% 16.34%
Number of daily rates quoted 191 185 328
10th Percentile £375 £393 £325
25th Percentile £425 £463 £400
Median daily rate (50th Percentile) £500 £540 £450
Median % change year-on-year -7.41% +20.00% +2.86%
75th Percentile £594 £625 £550
90th Percentile £638 £700 £629
England median daily rate £530 £550 £550
% change year-on-year -3.64% - +10.00%
Number of hourly rates quoted 7 0 4
10th Percentile - - £18.21
25th Percentile - - £18.72
Median hourly rate £11.00 - £21.20
Median % change year-on-year - - +1.44%
75th Percentile £13.50 - £22.40
90th Percentile - - -
England median hourly rate £40.13 £58.59 £45.00
% change year-on-year -31.52% +30.20% +83.67%

Data Lake
Job Vacancy Trend in Yorkshire

Job postings citing Data Lake as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Lake in Yorkshire

Data Lake
Contractor Daily Rate Trend in Yorkshire

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

Daily rate trend for Data Lake in Yorkshire

Data Lake
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Lake in Yorkshire over the 6 months to 16 May 2024.

Daily rate histogram for Data Lake in Yorkshire

Data Lake
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 16 May 2024. 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
Jobs
South Yorkshire 0 8 £507 -27.57% 3
West Yorkshire +23 6 £470 -29.59% 2
Data Lake
England

Data Lake
Co-occurring Skills and Capabilities in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (64.29%) Apache Spark
2 2 (14.29%) Apache
2 2 (14.29%) Apache Airflow
Cloud Services
1 14 (100.00%) Azure
2 10 (71.43%) AWS
2 10 (71.43%) GCP
3 9 (64.29%) Cloud Computing
4 7 (50.00%) Amazon S3
4 7 (50.00%) Azure Data Lake Analytics
4 7 (50.00%) Serverless
5 4 (28.57%) Azure Data Factory
6 2 (14.29%) AWS Data Pipeline
7 1 (7.14%) Azure Synapse Analytics
7 1 (7.14%) Power Platform
Database & Business Intelligence
1 9 (64.29%) Amazon Redshift
1 9 (64.29%) Big Data
1 9 (64.29%) BigQuery
1 9 (64.29%) Hadoop
2 7 (50.00%) Amazon Athena
2 7 (50.00%) Amazon RDS
3 4 (28.57%) Data Warehouse
4 2 (14.29%) Apache Hive
4 2 (14.29%) Spark SQL
5 1 (7.14%) NoSQL
5 1 (7.14%) Power BI
5 1 (7.14%) Relational Database
Development Applications
1 9 (64.29%) Git
2 7 (50.00%) Jenkins
General
1 3 (21.43%) Analytical Skills
2 1 (7.14%) Banking
2 1 (7.14%) Health Technology
2 1 (7.14%) Public Sector
2 1 (7.14%) Social Skills
Job Titles
1 8 (57.14%) Architect
2 7 (50.00%) Solutions Architect
3 5 (35.71%) Data Engineer
4 4 (28.57%) Azure Data Engineer
4 4 (28.57%) Azure Engineer
5 1 (7.14%) Azure Architect
5 1 (7.14%) Azure Data Architect
5 1 (7.14%) Data Architect
5 1 (7.14%) Python Data Engineer
5 1 (7.14%) Python Engineer
5 1 (7.14%) Scala Engineer
Libraries, Frameworks & Software Standards
1 9 (64.29%) Kafka
2 1 (7.14%) PySpark
Miscellaneous
1 2 (14.29%) NHS
1 2 (14.29%) Self-Motivation
Processes & Methodologies
1 13 (92.86%) Data Modelling
2 10 (71.43%) Containerisation
3 9 (64.29%) Analytics
3 9 (64.29%) Data Integration
3 9 (64.29%) DevOps
3 9 (64.29%) ETL
4 7 (50.00%) Data Governance
4 7 (50.00%) Disaster Recovery
4 7 (50.00%) High Availability
4 7 (50.00%) Infrastructure as Code
4 7 (50.00%) Technical Leadership
4 7 (50.00%) Translating Business Requirements
5 6 (42.86%) Data Pipeline
6 4 (28.57%) Data Engineering
6 4 (28.57%) Problem-Solving
7 3 (21.43%) CI/CD
7 3 (21.43%) Data Science
8 2 (14.29%) Data Analysis
8 2 (14.29%) Decision-Making
8 2 (14.29%) Machine Learning
Programming Languages
1 13 (92.86%) SQL
2 12 (85.71%) Python
3 7 (50.00%) Java
4 2 (14.29%) Scala
Quality Assurance & Compliance
1 1 (7.14%) Data Quality
System Software
1 3 (21.43%) Docker
2 2 (14.29%) HDFS
Systems Management
1 7 (50.00%) Terraform
2 3 (21.43%) Kubernetes
Vendors
1 10 (71.43%) Microsoft
2 7 (50.00%) Google
3 3 (21.43%) Databricks