Data Lake Jobs in England

Data Lakes
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Lake skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Lake over the 6 months to 23 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 Apr 2024
Same period 2023 Same period 2022
Rank 296 256 282
Rank change year-on-year -40 +26 +60
Permanent jobs citing Data Lake 813 1,330 1,860
As % of all permanent jobs advertised in England 0.96% 1.41% 1.42%
As % of the Database & Business Intelligence category 5.39% 6.49% 5.19%
Number of salaries quoted 664 972 1,016
10th Percentile £42,250 £50,075 £47,500
25th Percentile £57,500 £60,885 £56,250
Median annual salary (50th Percentile) £78,613 £80,000 £70,000
Median % change year-on-year -1.73% +14.29% -
75th Percentile £115,000 £101,250 £87,500
90th Percentile £147,250 £130,000 £104,625
UK median annual salary £77,500 £80,000 £70,000
% change year-on-year -3.13% +14.29% +3.70%

All Database and Business Intelligence Skills
England

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 permanent job vacancies advertised in England with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 15,079 20,505 35,813
As % of all permanent jobs advertised in England 17.82% 21.78% 27.42%
Number of salaries quoted 11,456 12,773 19,263
10th Percentile £35,000 £37,500 £36,250
25th Percentile £43,250 £47,500 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £60,000
Median % change year-on-year -11.54% +8.33% +9.09%
75th Percentile £77,500 £85,000 £80,000
90th Percentile £96,250 £105,000 £95,000
UK median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% +9.09%

Data Lake
Job Vacancy Trend in England

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

Job vacancy trend for Data Lake in England

Data Lake
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Lake in England.

Salary trend for Data Lake in England

Data Lake
Salary Histogram in England

Salary distribution for jobs citing Data Lake in England over the 6 months to 23 April 2024.

Salary histogram for Data Lake in England

Data Lake
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake within the England region over the 6 months to 23 April 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London -4 438 £110,000 +22.22% 96
North of England +1 116 £55,000 -15.38% 23
South East -9 104 £70,000 - 19
Midlands -10 68 £47,500 -13.64% 10
North West -13 61 £45,000 -28.00% 17
South West -48 54 £72,500 +7.41% 6
West Midlands +2 44 £56,250 +3.93% 6
Yorkshire +54 37 £70,000 +1.71% 6
East Midlands -15 24 £47,500 -13.64% 4
North East +7 18 £72,500 +31.82%
East of England +13 15 £57,500 - 5
Data Lake
UK

Data Lake
Co-occurring Skills and Capabilities in England 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
1 173 (21.28%) Apache Airflow
2 163 (20.05%) Apache
3 105 (12.92%) Apache Spark
4 15 (1.85%) Confluence
5 9 (1.11%) SharePoint
6 7 (0.86%) Microsoft Exchange
7 3 (0.37%) IBM Domino
7 3 (0.37%) SAS
8 1 (0.12%) Apache Pig
8 1 (0.12%) Apache Synapse
8 1 (0.12%) IIS
Applications
1 16 (1.97%) Microsoft Office
2 14 (1.72%) Microsoft Excel
3 2 (0.25%) Microsoft PowerPoint
4 1 (0.12%) MS Visio
Business Applications
1 21 (2.58%) Dynamics CRM
2 9 (1.11%) Dynamics NAV
3 7 (0.86%) Dynamics AX
4 6 (0.74%) Primavera
5 2 (0.25%) Magento
5 2 (0.25%) SAP S/4HANA
6 1 (0.12%) HFM
6 1 (0.12%) Salesforce CRM
Cloud Services
1 536 (65.93%) Azure
2 314 (38.62%) AWS
3 277 (34.07%) Power Platform
4 239 (29.40%) Snowflake
5 198 (24.35%) GCP
6 170 (20.91%) Azure Data Factory
7 165 (20.30%) dbt
8 133 (16.36%) Azure Synapse Analytics
9 59 (7.26%) Matillion
10 51 (6.27%) Serverless
11 48 (5.90%) Azure Cosmos DB
12 46 (5.66%) PowerApps
13 44 (5.41%) Dynamics 365
14 41 (5.04%) Azure DevOps
15 29 (3.57%) SaaS
16 28 (3.44%) GitHub
17 24 (2.95%) Power Automate
18 23 (2.83%) IaaS
18 23 (2.83%) PaaS
19 20 (2.46%) GitHub Actions
Communications & Networking
1 24 (2.95%) Wireless
2 8 (0.98%) Network Security
3 4 (0.49%) DNS
3 4 (0.49%) Firewall
4 3 (0.37%) NetScaler
5 1 (0.12%) HTTP
5 1 (0.12%) SAN
Database & Business Intelligence
1 344 (42.31%) Data Warehouse
2 268 (32.96%) Power BI
3 162 (19.93%) SQL Server
4 157 (19.31%) Dremio
5 153 (18.82%) Amazon Athena
6 152 (18.70%) Apache Arrow
7 145 (17.84%) Big Data
8 141 (17.34%) Apache Ignite
9 81 (9.96%) NoSQL
10 67 (8.24%) Azure SQL Database
11 60 (7.38%) Metadata
11 60 (7.38%) Tableau
12 58 (7.13%) SQL Server Integration Services
13 52 (6.40%) Relational Database
14 51 (6.27%) Star Schema
15 50 (6.15%) Elasticsearch
16 49 (6.03%) Hadoop
17 43 (5.29%) BigQuery
18 38 (4.67%) Data Mining
18 38 (4.67%) Power Query
Development Applications
1 39 (4.80%) GitLab
2 29 (3.57%) Jenkins
3 25 (3.08%) JIRA
4 22 (2.71%) Git
5 16 (1.97%) CircleCI
6 10 (1.23%) Selenium
7 9 (1.11%) JUnit
7 9 (1.11%) Oracle Forms
8 8 (0.98%) Cucumber
9 7 (0.86%) SQL Server Management Studio (SSMS)
9 7 (0.86%) Visual Studio
10 6 (0.74%) ERwin
10 6 (0.74%) RStudio
11 4 (0.49%) Zephyr
12 3 (0.37%) ER Studio
12 3 (0.37%) Octopus Deploy
13 2 (0.25%) Bitbucket
14 1 (0.12%) Gradle
14 1 (0.12%) JMeter
14 1 (0.12%) Visual Studio Team System
General
1 351 (43.17%) Finance
2 191 (23.49%) Banking
3 165 (20.30%) Social Skills
4 129 (15.87%) Analytical Skills
5 124 (15.25%) Investment Banking
6 122 (15.01%) Front Office
7 44 (5.41%) Retail
8 32 (3.94%) Law
8 32 (3.94%) Marketing
9 31 (3.81%) Inclusion and Diversity
10 24 (2.95%) Legal
11 23 (2.83%) Presentation Skills
12 21 (2.58%) Public Sector
13 19 (2.34%) Retail Banking
14 18 (2.21%) Influencing Skills
15 14 (1.72%) Financial Institution
16 13 (1.60%) Billing
17 9 (1.11%) Telecoms
18 8 (0.98%) Back Office
18 8 (0.98%) Games
Job Titles
1 262 (32.23%) Data Engineer
2 190 (23.37%) Architect
3 162 (19.93%) Senior
4 138 (16.97%) Lead
5 103 (12.67%) Data Architect
6 98 (12.05%) Developer
7 72 (8.86%) AWS Engineer
8 69 (8.49%) Senior Data Engineer
9 68 (8.36%) Software Engineer
10 62 (7.63%) Solutions Architect
11 56 (6.89%) Azure Engineer
12 49 (6.03%) Azure Data Engineer
13 48 (5.90%) Python Engineer
14 42 (5.17%) Consultant
15 35 (4.31%) Java Engineer
15 35 (4.31%) Java Software Engineer
15 35 (4.31%) Lead Data Engineer
15 35 (4.31%) Python Software Engineer
16 33 (4.06%) Enterprise Architect
16 33 (4.06%) Lead Developer
Libraries, Frameworks & Software Standards
1 152 (18.70%) gRPC
1 152 (18.70%) Protocol Buffers
2 133 (16.36%) Pandas
3 122 (15.01%) NumPy
3 122 (15.01%) SciPy
4 57 (7.01%) PySpark
5 51 (6.27%) Kafka
6 19 (2.34%) Apache Beam
7 15 (1.85%) OpenID
7 15 (1.85%) RESTful
8 14 (1.72%) .NET
8 14 (1.72%) XML
9 13 (1.60%) JSON
10 9 (1.11%) MDX
11 8 (0.98%) Apache Avro
11 8 (0.98%) Spark Streaming
12 6 (0.74%) REST
13 5 (0.62%) React
13 5 (0.62%) Web Services
14 4 (0.49%) SOAP
Miscellaneous
1 152 (18.70%) Hedge funds
2 122 (15.01%) Derivative
2 122 (15.01%) Equities
2 122 (15.01%) Fixed Income
2 122 (15.01%) Foreign Exchange (FX)
3 62 (7.63%) Data Structures
4 42 (5.17%) Self-Motivation
5 34 (4.18%) Algorithms
6 31 (3.81%) Clustering
7 29 (3.57%) Greenfield Project
8 21 (2.58%) Product Ownership
9 15 (1.85%) Blockchain
9 15 (1.85%) Enterprise Software
9 15 (1.85%) Mainframe
9 15 (1.85%) Management Information System
10 14 (1.72%) Cloud Native
11 12 (1.48%) Distributed Systems
12 9 (1.11%) Data Centre
12 9 (1.11%) Data Protection Act
12 9 (1.11%) NHS
Operating Systems
1 23 (2.83%) Unix
2 11 (1.35%) Linux
3 6 (0.74%) Windows
4 3 (0.37%) Windows Server
5 1 (0.12%) AIX
5 1 (0.12%) Solaris
5 1 (0.12%) VMS
Processes & Methodologies
1 336 (41.33%) Agile
2 285 (35.06%) Business Intelligence
3 265 (32.60%) ETL
4 259 (31.86%) Analytics
5 227 (27.92%) Data Engineering
6 221 (27.18%) Data Pipeline
7 219 (26.94%) Data Modelling
8 173 (21.28%) Asset Management
9 163 (20.05%) Machine Learning
10 149 (18.33%) Software Engineering
11 146 (17.96%) Investment Management
12 142 (17.47%) Artificial Intelligence
13 133 (16.36%) DevOps
14 132 (16.24%) Data Science
15 124 (15.25%) CI/CD
16 122 (15.01%) Data Strategy
16 122 (15.01%) Visualisation
17 116 (14.27%) Roadmaps
18 115 (14.15%) Data Integration
19 111 (13.65%) Data Architecture
Programming Languages
1 424 (52.15%) SQL
2 390 (47.97%) Python
3 196 (24.11%) Java
4 157 (19.31%) JavaScript
5 125 (15.38%) TypeScript
6 90 (11.07%) T-SQL
7 44 (5.41%) Data Analysis Expressions
8 38 (4.67%) Go
9 36 (4.43%) Scala
10 30 (3.69%) C#
11 26 (3.20%) R
12 10 (1.23%) PowerShell
13 8 (0.98%) U-SQL
14 6 (0.74%) Kotlin
15 5 (0.62%) C
16 3 (0.37%) Bash
16 3 (0.37%) C++
16 3 (0.37%) PL/SQL
17 1 (0.12%) Kusto Query Language
17 1 (0.12%) Shell Script
Qualifications
1 84 (10.33%) Degree
2 48 (5.90%) Azure Certification
3 43 (5.29%) Microsoft Certification
4 27 (3.32%) AWS Certification
5 17 (2.09%) Computer Science Degree
6 11 (1.35%) DBS Check
6 11 (1.35%) Master's Degree
7 9 (1.11%) SC Cleared
7 9 (1.11%) Security Cleared
8 8 (0.98%) DV Cleared
9 6 (0.74%) CIMA
10 3 (0.37%) MCP
10 3 (0.37%) MCSE
11 2 (0.25%) MCSA
12 1 (0.12%) AWS Certified Solutions Architect
12 1 (0.12%) BPSS Clearance
12 1 (0.12%) HND
12 1 (0.12%) IBM Certification
12 1 (0.12%) LPIC
Quality Assurance & Compliance
1 168 (20.66%) Data Quality
2 52 (6.40%) GDPR
3 9 (1.11%) QA
4 8 (0.98%) PSD2
5 5 (0.62%) California Consumer Privacy Act
6 4 (0.49%) Accessibility
7 3 (0.37%) PMO
8 2 (0.25%) SLA
9 1 (0.12%) GMP
9 1 (0.12%) HIPAA
9 1 (0.12%) ISO/IEC 27001
System Software
1 25 (3.08%) Docker
2 8 (0.98%) HDFS
3 7 (0.86%) Active Directory
4 1 (0.12%) Apache Flume
4 1 (0.12%) Virtual Machines
4 1 (0.12%) VMware Infrastructure
Systems Management
1 65 (8.00%) Terraform
2 60 (7.38%) Kubernetes
3 30 (3.69%) Prometheus
4 3 (0.37%) HP Fortify
5 1 (0.12%) Ansible
Vendors
1 261 (32.10%) Microsoft
2 244 (30.01%) Databricks
3 67 (8.24%) Google
4 26 (3.20%) Oracle
5 15 (1.85%) SAP
6 13 (1.60%) Teradata
7 11 (1.35%) Alteryx
7 11 (1.35%) Cloudera
8 8 (0.98%) Duck Creek
9 7 (0.86%) Adobe
9 7 (0.86%) Informatica
9 7 (0.86%) Talend
10 6 (0.74%) Apple
10 6 (0.74%) IBM
11 4 (0.49%) Cognos
11 4 (0.49%) OpenAI
11 4 (0.49%) SnapLogic
12 3 (0.37%) CheckPoint
12 3 (0.37%) Citrix
12 3 (0.37%) Veracode