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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 292 263 286
Rank change year-on-year -29 +23 +62
Permanent jobs citing Data Lake 812 1,317 1,856
As % of all permanent jobs advertised in England 0.96% 1.41% 1.42%
As % of the Database & Business Intelligence category 5.38% 6.51% 5.17%
Number of salaries quoted 670 963 1,027
10th Percentile £42,250 £50,000 £47,500
25th Percentile £57,500 £60,000 £56,250
Median annual salary (50th Percentile) £80,000 £80,000 £70,000
Median % change year-on-year - +14.29% -
75th Percentile £115,000 £101,250 £87,500
90th Percentile £148,750 £130,000 £104,550
UK median annual salary £80,000 £80,000 £70,000
% change year-on-year - +14.29% -

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 15,088 20,237 35,879
As % of all permanent jobs advertised in England 17.79% 21.71% 27.45%
Number of salaries quoted 11,400 12,641 19,245
10th Percentile £35,000 £37,500 £36,250
25th Percentile £43,000 £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 27 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 27 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 -11 440 £110,000 +22.22% 100
North of England +14 118 £55,000 -15.38% 23
South East 0 103 £70,000 - 24
Midlands -24 67 £47,500 -13.64% 10
North West -4 63 £45,000 -28.00% 17
South West -37 52 £72,500 +7.41% 7
West Midlands -2 44 £56,250 +3.93% 6
Yorkshire +63 37 £70,000 +1.71% 6
East Midlands -20 23 £47,500 -13.64% 4
North East 0 18 £72,500 +31.82%
East of England -7 15 £57,500 - 9
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
1 183 (22.54%) Apache Airflow
2 169 (20.81%) Apache
3 97 (11.95%) Apache Spark
4 15 (1.85%) Confluence
5 8 (0.99%) SharePoint
6 6 (0.74%) Microsoft Exchange
7 3 (0.37%) IBM Domino
8 2 (0.25%) SAS
9 1 (0.12%) Apache Pig
9 1 (0.12%) Apache Synapse
9 1 (0.12%) IIS
Applications
1 15 (1.85%) Microsoft Office
2 14 (1.72%) Microsoft Excel
3 2 (0.25%) Microsoft PowerPoint
4 1 (0.12%) MS Visio
Business Applications
1 21 (2.59%) 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
1 530 (65.27%) Azure
2 323 (39.78%) AWS
3 273 (33.62%) Power Platform
4 248 (30.54%) Snowflake
5 194 (23.89%) GCP
6 175 (21.55%) dbt
7 170 (20.94%) Azure Data Factory
8 132 (16.26%) Azure Synapse Analytics
9 57 (7.02%) Matillion
10 48 (5.91%) Azure Cosmos DB
10 48 (5.91%) Serverless
11 46 (5.67%) PowerApps
12 43 (5.30%) Dynamics 365
13 42 (5.17%) Azure DevOps
14 29 (3.57%) SaaS
15 25 (3.08%) Power Automate
16 24 (2.96%) GitHub
17 23 (2.83%) IaaS
17 23 (2.83%) PaaS
18 18 (2.22%) Cloud Computing
Communications & Networking
1 22 (2.71%) Wireless
2 9 (1.11%) 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
1 343 (42.24%) Data Warehouse
2 264 (32.51%) Power BI
3 167 (20.57%) Dremio
4 163 (20.07%) Amazon Athena
4 163 (20.07%) SQL Server
5 162 (19.95%) Apache Arrow
6 149 (18.35%) Apache Ignite
7 139 (17.12%) Big Data
8 79 (9.73%) NoSQL
9 67 (8.25%) Azure SQL Database
10 59 (7.27%) SQL Server Integration Services
11 57 (7.02%) Metadata
11 57 (7.02%) Tableau
12 51 (6.28%) Star Schema
13 49 (6.03%) Relational Database
14 48 (5.91%) Elasticsearch
15 47 (5.79%) Hadoop
16 39 (4.80%) BigQuery
17 38 (4.68%) Power Query
18 36 (4.43%) Azure SQL Data Warehouse
Development Applications
1 39 (4.80%) GitLab
2 25 (3.08%) Jenkins
2 25 (3.08%) JIRA
3 21 (2.59%) Git
4 16 (1.97%) CircleCI
5 10 (1.23%) Selenium
6 9 (1.11%) JUnit
6 9 (1.11%) Oracle Forms
7 8 (0.99%) Cucumber
7 8 (0.99%) SQL Server Management Studio (SSMS)
8 7 (0.86%) Visual Studio
9 6 (0.74%) ERwin
9 6 (0.74%) RStudio
10 4 (0.49%) Zephyr
11 3 (0.37%) ER Studio
11 3 (0.37%) Octopus Deploy
12 2 (0.25%) Bitbucket
13 1 (0.12%) Gradle
13 1 (0.12%) SoapUI
13 1 (0.12%) SpecFlow
General
1 354 (43.60%) Finance
2 198 (24.38%) Banking
3 165 (20.32%) Social Skills
4 134 (16.50%) Investment Banking
5 132 (16.26%) Front Office
6 123 (15.15%) Analytical Skills
7 40 (4.93%) Retail
8 31 (3.82%) Law
8 31 (3.82%) Marketing
9 30 (3.69%) Inclusion and Diversity
10 24 (2.96%) Legal
11 22 (2.71%) Presentation Skills
12 20 (2.46%) Public Sector
12 20 (2.46%) Retail Banking
13 16 (1.97%) Influencing Skills
14 15 (1.85%) Financial Institution
15 13 (1.60%) Billing
16 9 (1.11%) Telecoms
17 8 (0.99%) Back Office
17 8 (0.99%) Pharmaceutical
Job Titles
1 261 (32.14%) Data Engineer
2 186 (22.91%) Architect
3 172 (21.18%) Senior
4 137 (16.87%) Lead
5 101 (12.44%) Data Architect
6 99 (12.19%) Developer
7 79 (9.73%) AWS Engineer
8 76 (9.36%) Software Engineer
9 71 (8.74%) Senior Data Engineer
10 61 (7.51%) Solutions Architect
11 56 (6.90%) Azure Engineer
12 55 (6.77%) Python Engineer
13 49 (6.03%) Azure Data Engineer
14 42 (5.17%) Java Engineer
14 42 (5.17%) Java Software Engineer
14 42 (5.17%) Python Software Engineer
15 41 (5.05%) Consultant
16 40 (4.93%) AWS Software Engineer
17 35 (4.31%) Lead Data Engineer
17 35 (4.31%) Technical Leader
Libraries, Frameworks & Software Standards
1 162 (19.95%) gRPC
1 162 (19.95%) Protocol Buffers
2 143 (17.61%) Pandas
3 132 (16.26%) NumPy
3 132 (16.26%) SciPy
4 58 (7.14%) PySpark
5 45 (5.54%) Kafka
6 19 (2.34%) Apache Beam
7 15 (1.85%) OpenID
7 15 (1.85%) RESTful
7 15 (1.85%) XML
8 14 (1.72%) .NET
9 13 (1.60%) JSON
10 9 (1.11%) MDX
11 8 (0.99%) Apache Avro
11 8 (0.99%) Spark Streaming
12 6 (0.74%) REST
12 6 (0.74%) Web Services
13 5 (0.62%) React
14 4 (0.49%) .NET Core
Miscellaneous
1 162 (19.95%) Hedge funds
2 132 (16.26%) Derivative
2 132 (16.26%) Equities
2 132 (16.26%) Fixed Income
2 132 (16.26%) Foreign Exchange (FX)
3 62 (7.64%) Data Structures
4 42 (5.17%) Self-Motivation
5 34 (4.19%) Algorithms
6 31 (3.82%) Clustering
7 29 (3.57%) Greenfield Project
8 22 (2.71%) Product Ownership
9 16 (1.97%) Enterprise Software
10 15 (1.85%) Blockchain
10 15 (1.85%) Cloud Native
10 15 (1.85%) Mainframe
10 15 (1.85%) Management Information System
11 12 (1.48%) Pricing Data
12 11 (1.35%) Distributed Systems
13 9 (1.11%) Data Centre
13 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
1 338 (41.63%) Agile
2 281 (34.61%) Business Intelligence
3 257 (31.65%) ETL
4 256 (31.53%) Analytics
5 225 (27.71%) Data Engineering
6 219 (26.97%) Data Modelling
7 215 (26.48%) Data Pipeline
8 184 (22.66%) Asset Management
9 158 (19.46%) Machine Learning
9 158 (19.46%) Software Engineering
10 156 (19.21%) Investment Management
11 139 (17.12%) Artificial Intelligence
12 134 (16.50%) DevOps
13 132 (16.26%) Data Science
14 121 (14.90%) CI/CD
15 119 (14.66%) Data Strategy
16 117 (14.41%) Roadmaps
16 117 (14.41%) Visualisation
17 109 (13.42%) Data Architecture
18 105 (12.93%) Data Integration
Programming Languages
1 423 (52.09%) SQL
2 399 (49.14%) Python
3 206 (25.37%) Java
4 167 (20.57%) JavaScript
5 135 (16.63%) TypeScript
6 88 (10.84%) T-SQL
7 45 (5.54%) Data Analysis Expressions
8 38 (4.68%) Go
9 36 (4.43%) Scala
10 30 (3.69%) C#
11 25 (3.08%) R
12 10 (1.23%) PowerShell
13 9 (1.11%) 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 81 (9.98%) Degree
2 49 (6.03%) Azure Certification
3 43 (5.30%) Microsoft Certification
4 28 (3.45%) AWS Certification
5 16 (1.97%) 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 (0.99%) 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%) HND
12 1 (0.12%) IBM Certification
12 1 (0.12%) LPIC
Quality Assurance & Compliance
1 170 (20.94%) Data Quality
2 51 (6.28%) GDPR
3 9 (1.11%) QA
4 8 (0.99%) PSD2
5 6 (0.74%) 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 (0.99%) 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 61 (7.51%) Terraform
2 60 (7.39%) Kubernetes
3 30 (3.69%) Prometheus
4 3 (0.37%) HP Fortify
5 1 (0.12%) Ansible
Vendors
1 259 (31.90%) Microsoft
2 240 (29.56%) Databricks
3 61 (7.51%) 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 (0.99%) 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