Data Lake Jobs in England

Data Lakes
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Data Lake skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Lake over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 204 225 271
Rank change year-on-year +21 +46 +70
Permanent jobs citing Data Lake 1,070 1,154 2,257
As % of all permanent jobs advertised in England 1.37% 1.62% 1.54%
As % of the Database & Business Intelligence category 8.56% 7.73% 5.64%
Number of salaries quoted 928 837 1,112
10th Percentile £56,250 £47,500 £46,525
25th Percentile £75,000 £58,750 £57,500
Median annual salary (50th Percentile) £107,500 £77,500 £75,000
Median % change year-on-year +38.71% +3.33% +7.14%
75th Percentile £142,500 £100,000 £91,250
90th Percentile £165,000 £130,000 £102,500
UK median annual salary £105,000 £76,000 £75,000
% change year-on-year +38.16% +1.33% +7.14%

All Database and Business Intelligence Skills
England

Data Lake falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in England.

Permanent vacancies with a requirement for database or business intelligence skills 12,495 14,926 39,989
As % of all permanent jobs advertised in England 15.95% 21.00% 27.20%
Number of salaries quoted 8,650 10,674 19,065
10th Percentile £36,250 £37,500 £36,250
25th Percentile £45,000 £47,500 £45,491
Median annual salary (50th Percentile) £60,000 £65,000 £60,000
Median % change year-on-year -7.69% +8.33% +9.09%
75th Percentile £84,188 £82,500 £81,250
90th Percentile £112,500 £100,000 £97,500
UK median annual salary £60,000 £62,500 £60,000
% change year-on-year -4.00% +4.17% +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 26 July 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 26 July 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 +70 809 £115,000 +27.78% 27
North of England -62 109 £57,500 +4.55% 13
North West -33 76 £57,500 +15.00% 7
South East -50 46 £61,750 +0.82% 9
Midlands -44 45 £60,000 +10.09% 3
South West -52 43 £67,500 -1.46% 6
Yorkshire -2 27 £55,000 -15.38%
West Midlands -17 25 £61,250 +13.69% 3
East Midlands -37 20 £55,000 -
East of England -9 8 £104,548 +109.10% 4
North East -17 6 £75,000 +36.36% 6
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
1 563 (52.62%) Apache Airflow
2 522 (48.79%) Apache
3 56 (5.23%) Apache Spark
4 15 (1.40%) Confluence
5 5 (0.47%) SharePoint
6 1 (0.093%) Apache Pig
6 1 (0.093%) IIS
6 1 (0.093%) Microsoft Exchange
Applications
1 18 (1.68%) Microsoft Excel
2 12 (1.12%) Microsoft Office
3 4 (0.37%) Microsoft PowerPoint
Business Applications
1 20 (1.87%) Dynamics CRM
2 4 (0.37%) Aladdin
2 4 (0.37%) Dynamics NAV
2 4 (0.37%) Eagle PACE
2 4 (0.37%) Markit EDM
3 3 (0.28%) SAP S/4HANA
4 2 (0.19%) Primavera
4 2 (0.19%) Salesforce CRM
5 1 (0.093%) Dynamics AX
5 1 (0.093%) HFM
Cloud Services
1 691 (64.58%) AWS
2 585 (54.67%) dbt
3 554 (51.78%) Snowflake
4 420 (39.25%) Azure
5 318 (29.72%) GCP
6 249 (23.27%) Power Platform
7 165 (15.42%) Azure Data Factory
8 130 (12.15%) Azure Synapse Analytics
9 75 (7.01%) Amazon EC2
10 74 (6.92%) Amazon EKS
11 72 (6.73%) Amazon ECS
12 41 (3.83%) Azure DevOps
13 39 (3.64%) PowerApps
14 33 (3.08%) Dynamics 365
15 30 (2.80%) Dagster
16 25 (2.34%) Serverless
17 20 (1.87%) Power Automate
18 19 (1.78%) Azure Logic Apps
19 18 (1.68%) GitHub
20 16 (1.50%) Azure Cosmos DB
Communications & Networking
1 10 (0.93%) Network Security
2 6 (0.56%) Modbus
2 6 (0.56%) MQTT
3 3 (0.28%) Wireless
4 1 (0.093%) DNS
4 1 (0.093%) Firewall
4 1 (0.093%) HTTP
4 1 (0.093%) SAN
Database & Business Intelligence
1 579 (54.11%) Dremio
2 549 (51.31%) Apache Arrow
3 548 (51.21%) Amazon Athena
4 467 (43.64%) Apache Ignite
5 240 (22.43%) Power BI
6 228 (21.31%) Data Warehouse
7 143 (13.36%) Big Data
8 88 (8.22%) SQL Server
9 80 (7.48%) Tableau
10 69 (6.45%) Azure SQL Database
11 55 (5.14%) SQL Server Integration Services
12 52 (4.86%) Metadata
13 46 (4.30%) Azure SQL Data Warehouse
14 40 (3.74%) NoSQL
15 31 (2.90%) Power Query
16 30 (2.80%) SQL Server Analysis Services
17 28 (2.62%) Relational Database
18 24 (2.24%) BigQuery
19 23 (2.15%) Data Mining
20 22 (2.06%) Microsoft Analysis Services
Development Applications
1 18 (1.68%) JIRA
2 14 (1.31%) Git
3 6 (0.56%) ERwin
3 6 (0.56%) Gatling
3 6 (0.56%) Jenkins
3 6 (0.56%) MSI
3 6 (0.56%) Octopus Deploy
3 6 (0.56%) RStudio
3 6 (0.56%) Visual Studio
4 4 (0.37%) TeamCity
5 3 (0.28%) ER Studio
5 3 (0.28%) Oracle Forms
6 2 (0.19%) CircleCI
6 2 (0.19%) Flyway
6 2 (0.19%) GitLab
6 2 (0.19%) Liquibase
6 2 (0.19%) MLflow
6 2 (0.19%) Postman
6 2 (0.19%) SpecFlow
6 2 (0.19%) Zephyr
General
1 721 (67.38%) Finance
2 556 (51.96%) Banking
3 525 (49.07%) Front Office
4 498 (46.54%) Investment Banking
5 131 (12.24%) Social Skills
6 83 (7.76%) Analytical Skills
7 34 (3.18%) Law
8 32 (2.99%) Inclusion and Diversity
8 32 (2.99%) Presentation Skills
9 31 (2.90%) Marketing
10 19 (1.78%) Legal
11 17 (1.59%) Retail Banking
12 16 (1.50%) Financial Institution
13 12 (1.12%) Pharmaceutical
14 11 (1.03%) Billing
15 10 (0.93%) Aerospace
15 10 (0.93%) Publishing
16 9 (0.84%) Telecoms
17 8 (0.75%) Back Office
17 8 (0.75%) Influencing Skills
Job Titles
1 282 (26.36%) Senior
2 279 (26.07%) Software Engineer
3 252 (23.55%) Lead
4 245 (22.90%) AWS Engineer
5 226 (21.12%) Data Engineer
6 223 (20.84%) Python Engineer
7 189 (17.66%) AWS Software Engineer
8 186 (17.38%) Architect
9 173 (16.17%) Java Engineer
9 173 (16.17%) Java Software Engineer
10 172 (16.07%) Python Software Engineer
11 159 (14.86%) Developer
12 143 (13.36%) Senior Software Engineer
13 113 (10.56%) Solutions Architect
14 103 (9.63%) Lead Developer
14 103 (9.63%) Software Developer
15 102 (9.53%) Lead Software Developer
15 102 (9.53%) Lead Software Engineer
15 102 (9.53%) Software Team Leader
15 102 (9.53%) Team Leader
Libraries, Frameworks & Software Standards
1 517 (48.32%) gRPC
1 517 (48.32%) Protocol Buffers
2 500 (46.73%) Pandas
3 493 (46.07%) NumPy
3 493 (46.07%) SciPy
4 165 (15.42%) PySpark
5 14 (1.31%) .NET
5 14 (1.31%) XML
6 11 (1.03%) CSS
6 11 (1.03%) Web Services
7 10 (0.93%) HTML
7 10 (0.93%) Kafka
8 9 (0.84%) JSON
8 9 (0.84%) REST
9 6 (0.56%) GraphQL
9 6 (0.56%) Lambda Expressions
9 6 (0.56%) Middleware
10 5 (0.47%) React
11 4 (0.37%) Apache Beam
11 4 (0.37%) MDX
Miscellaneous
1 549 (51.31%) Hedge funds
2 495 (46.26%) Derivative
2 495 (46.26%) Equities
2 495 (46.26%) Fixed Income
2 495 (46.26%) Foreign Exchange (FX)
3 72 (6.73%) Pricing Data
4 57 (5.33%) Product Ownership
5 54 (5.05%) Clustering
6 26 (2.43%) Algorithms
7 22 (2.06%) Self-Motivation
8 21 (1.96%) Data Structures
9 19 (1.78%) Greenfield Project
10 17 (1.59%) Cloud Native
10 17 (1.59%) Enterprise Software
11 12 (1.12%) Replication
12 11 (1.03%) Management Information System
12 11 (1.03%) NHS
12 11 (1.03%) Reference Data
13 10 (0.93%) Data Protection Act
14 9 (0.84%) Legacy Applications
Operating Systems
1 19 (1.78%) Linux
2 10 (0.93%) Unix
3 4 (0.37%) Windows
4 1 (0.093%) AIX
4 1 (0.093%) Android
4 1 (0.093%) Solaris
4 1 (0.093%) VMS
Processes & Methodologies
1 679 (63.46%) Agile
2 597 (55.79%) Asset Management
3 513 (47.94%) Software Engineering
4 432 (40.37%) Investment Management
5 252 (23.55%) Analytics
6 207 (19.35%) Business Intelligence
6 207 (19.35%) Line Management
7 177 (16.54%) Data Modelling
8 175 (16.36%) Data Engineering
8 175 (16.36%) Greeks
9 167 (15.61%) ETL
10 152 (14.21%) DevOps
11 142 (13.27%) Data Pipeline
12 133 (12.43%) Migration
13 116 (10.84%) Data Architecture
14 106 (9.91%) Visualisation
15 94 (8.79%) Data Governance
16 92 (8.60%) Data Management
17 79 (7.38%) Data Visualisation
18 78 (7.29%) Roadmaps
Programming Languages
1 738 (68.97%) Python
2 586 (54.77%) Java
3 533 (49.81%) JavaScript
4 465 (43.46%) TypeScript
5 408 (38.13%) SQL
6 65 (6.07%) T-SQL
7 56 (5.23%) Go
8 32 (2.99%) Scala
9 31 (2.90%) C#
10 27 (2.52%) Data Analysis Expressions
11 20 (1.87%) R
12 12 (1.12%) Kotlin
13 11 (1.03%) PowerShell
14 10 (0.93%) U-SQL
15 6 (0.56%) VBA
16 4 (0.37%) Julia
17 3 (0.28%) Bicep
17 3 (0.28%) PL/SQL
18 2 (0.19%) Kusto Query Language
18 2 (0.19%) Shell Script
Qualifications
1 61 (5.70%) Degree
2 56 (5.23%) Azure Certification
3 44 (4.11%) AWS Certification
4 28 (2.62%) Computer Science Degree
5 25 (2.34%) Microsoft Certification
6 17 (1.59%) SC Cleared
6 17 (1.59%) Security Cleared
7 12 (1.12%) Master's Degree
8 8 (0.75%) DV Cleared
9 6 (0.56%) DBS Check
10 3 (0.28%) MCP
10 3 (0.28%) MCSE
11 2 (0.19%) CIMA
11 2 (0.19%) MCSA
12 1 (0.093%) IBM Certification
12 1 (0.093%) LPIC
12 1 (0.093%) Numerate Degree
12 1 (0.093%) PhD
Quality Assurance & Compliance
1 287 (26.82%) Data Quality
2 33 (3.08%) GDPR
3 7 (0.65%) California Consumer Privacy Act
4 3 (0.28%) Accessibility
4 3 (0.28%) QA
5 2 (0.19%) HIPAA
5 2 (0.19%) ISO 20022
5 2 (0.19%) PMO
5 2 (0.19%) SLA
6 1 (0.093%) ISO/IEC 27001
System Software
1 12 (1.12%) Docker
2 3 (0.28%) Active Directory
3 2 (0.19%) HDFS
4 1 (0.093%) Apache Flume
4 1 (0.093%) VMware Infrastructure
Systems Management
1 88 (8.22%) Terraform
2 64 (5.98%) Kubernetes
3 54 (5.05%) Prometheus
4 3 (0.28%) Ansible
5 2 (0.19%) HP Fortify
Vendors
1 195 (18.22%) Databricks
2 176 (16.45%) Microsoft
3 65 (6.07%) Bloomberg
3 65 (6.07%) Reuters
4 37 (3.46%) Google
5 23 (2.15%) Oracle
6 12 (1.12%) SAP
7 10 (0.93%) Alteryx
8 9 (0.84%) Informatica
9 5 (0.47%) Salesforce
10 3 (0.28%) Cloudera
10 3 (0.28%) SnapLogic
10 3 (0.28%) Sparx
10 3 (0.28%) Talend
10 3 (0.28%) Teradata
11 2 (0.19%) Cognos
11 2 (0.19%) RedGate
11 2 (0.19%) Splunk
11 2 (0.19%) StreamSets
11 2 (0.19%) Veracode