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 17 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 257 250 290
Rank change year-on-year -7 +40 +50
Permanent jobs citing Data Lake 924 1,309 1,956
As % of all permanent jobs advertised in England 1.07% 1.48% 1.45%
As % of the Database & Business Intelligence category 6.05% 6.89% 5.21%
Number of salaries quoted 763 935 1,018
10th Percentile £42,500 £50,000 £47,500
25th Percentile £58,750 £60,000 £55,159
Median annual salary (50th Percentile) £87,500 £80,000 £70,000
Median % change year-on-year +9.38% +14.29% -
75th Percentile £122,500 £103,750 £87,500
90th Percentile £148,750 £130,000 £102,500
UK median annual salary £85,000 £80,000 £70,000
% change year-on-year +6.25% +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 15,279 19,011 37,577
As % of all permanent jobs advertised in England 17.69% 21.53% 27.82%
Number of salaries quoted 11,423 11,986 18,902
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,725 £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 £84,056 £80,000
90th Percentile £97,500 £105,000 £96,250
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 17 May 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 17 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +26 537 £112,500 +25.00% 137
North of England +11 127 £55,000 -4.35% 24
South East -41 99 £63,500 -9.29% 40
Midlands -13 76 £57,500 +7.98% 13
North West -16 71 £45,000 -19.72% 17
South West -56 55 £70,576 +4.56% 16
West Midlands +13 50 £57,500 +7.98% 10
Yorkshire +45 40 £67,500 +3.85% 6
East Midlands -15 26 £47,500 -13.64% 3
North East -3 16 £75,000 +36.36% 1
East of England -6 15 £57,500 - 7
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
1 279 (30.19%) Apache Airflow
2 242 (26.19%) Apache
3 85 (9.20%) Apache Spark
4 15 (1.62%) Confluence
5 5 (0.54%) SharePoint
6 4 (0.43%) Microsoft Exchange
7 2 (0.22%) IBM Domino
8 1 (0.11%) Apache Pig
8 1 (0.11%) Apache Synapse
8 1 (0.11%) IIS
8 1 (0.11%) SAS
Applications
1 17 (1.84%) Microsoft Office
2 16 (1.73%) Microsoft Excel
3 2 (0.22%) Microsoft PowerPoint
4 1 (0.11%) MS Visio
Business Applications
1 21 (2.27%) Dynamics CRM
2 9 (0.97%) Dynamics NAV
3 6 (0.65%) Dynamics AX
3 6 (0.65%) Primavera
4 2 (0.22%) Magento
4 2 (0.22%) SAP S/4HANA
5 1 (0.11%) HFM
5 1 (0.11%) Salesforce CRM
Cloud Services
1 538 (58.23%) Azure
2 428 (46.32%) AWS
3 342 (37.01%) Snowflake
4 276 (29.87%) Power Platform
5 273 (29.55%) dbt
6 207 (22.40%) GCP
7 177 (19.16%) Azure Data Factory
8 141 (15.26%) Azure Synapse Analytics
9 55 (5.95%) Matillion
10 47 (5.09%) Azure Cosmos DB
11 44 (4.76%) Azure DevOps
12 43 (4.65%) PowerApps
12 43 (4.65%) Serverless
13 41 (4.44%) Dynamics 365
14 26 (2.81%) Power Automate
14 26 (2.81%) SaaS
15 18 (1.95%) Cloud Computing
15 18 (1.95%) GitHub
15 18 (1.95%) PaaS
16 17 (1.84%) IaaS
Communications & Networking
1 18 (1.95%) Wireless
2 11 (1.19%) Network Security
3 4 (0.43%) Firewall
4 3 (0.32%) DNS
4 3 (0.32%) NetScaler
5 1 (0.11%) HTTP
5 1 (0.11%) SAN
Database & Business Intelligence
1 351 (37.99%) Data Warehouse
2 268 (29.00%) Power BI
3 266 (28.79%) Dremio
4 262 (28.35%) Apache Arrow
5 259 (28.03%) Amazon Athena
6 225 (24.35%) Apache Ignite
7 164 (17.75%) SQL Server
8 151 (16.34%) Big Data
9 68 (7.36%) Azure SQL Database
10 67 (7.25%) NoSQL
11 62 (6.71%) SQL Server Integration Services
12 61 (6.60%) Metadata
13 53 (5.74%) Tableau
14 50 (5.41%) Star Schema
15 49 (5.30%) Azure SQL Data Warehouse
16 46 (4.98%) Elasticsearch
17 43 (4.65%) Hadoop
18 41 (4.44%) Relational Database
19 38 (4.11%) SQL Server Analysis Services
20 35 (3.79%) Data Mining
Development Applications
1 39 (4.22%) GitLab
2 25 (2.71%) JIRA
3 21 (2.27%) Git
4 17 (1.84%) Jenkins
5 16 (1.73%) CircleCI
6 10 (1.08%) Selenium
7 9 (0.97%) JUnit
7 9 (0.97%) Oracle Forms
8 8 (0.87%) Cucumber
8 8 (0.87%) SQL Server Management Studio (SSMS)
9 7 (0.76%) Visual Studio
10 6 (0.65%) RStudio
11 4 (0.43%) Zephyr
12 3 (0.32%) ER Studio
12 3 (0.32%) ERwin
12 3 (0.32%) Octopus Deploy
13 2 (0.22%) Bitbucket
14 1 (0.11%) Gradle
14 1 (0.11%) JMeter
14 1 (0.11%) Postman
General
1 459 (49.68%) Finance
2 275 (29.76%) Banking
3 217 (23.48%) Investment Banking
4 214 (23.16%) Front Office
5 165 (17.86%) Social Skills
6 121 (13.10%) Analytical Skills
7 34 (3.68%) Presentation Skills
8 33 (3.57%) Inclusion and Diversity
9 31 (3.35%) Marketing
10 30 (3.25%) Retail
11 25 (2.71%) Law
11 25 (2.71%) Legal
12 23 (2.49%) Retail Banking
13 19 (2.06%) Public Sector
14 16 (1.73%) Financial Institution
15 15 (1.62%) Billing
16 13 (1.41%) Influencing Skills
17 11 (1.19%) Back Office
17 11 (1.19%) Telecoms
18 10 (1.08%) Pharmaceutical
Job Titles
1 268 (29.00%) Data Engineer
2 217 (23.48%) Senior
3 195 (21.10%) Architect
4 164 (17.75%) Lead
5 131 (14.18%) AWS Engineer
6 124 (13.42%) Software Engineer
7 110 (11.90%) Developer
8 95 (10.28%) Data Architect
9 91 (9.85%) Python Engineer
10 76 (8.23%) AWS Software Engineer
11 75 (8.12%) Java Engineer
11 75 (8.12%) Java Software Engineer
11 75 (8.12%) Python Software Engineer
12 72 (7.79%) Solutions Architect
13 69 (7.47%) Senior Data Engineer
14 67 (7.25%) Senior Software Engineer
15 62 (6.71%) Azure Engineer
16 57 (6.17%) Azure Data Engineer
17 53 (5.74%) Technical Leader
18 50 (5.41%) Consultant
Libraries, Frameworks & Software Standards
1 258 (27.92%) gRPC
1 258 (27.92%) Protocol Buffers
2 221 (23.92%) Pandas
3 210 (22.73%) NumPy
3 210 (22.73%) SciPy
4 61 (6.60%) PySpark
5 35 (3.79%) Kafka
6 18 (1.95%) Apache Beam
7 14 (1.52%) .NET
7 14 (1.52%) RESTful
8 13 (1.41%) XML
9 12 (1.30%) OpenID
10 9 (0.97%) JSON
10 9 (0.97%) MDX
11 8 (0.87%) Apache Avro
11 8 (0.87%) Spark Streaming
12 6 (0.65%) REST
12 6 (0.65%) Web Services
13 4 (0.43%) ARM Templates
13 4 (0.43%) YAML
Miscellaneous
1 262 (28.35%) Hedge funds
2 214 (23.16%) Derivative
2 214 (23.16%) Equities
2 214 (23.16%) Fixed Income
2 214 (23.16%) Foreign Exchange (FX)
3 60 (6.49%) Data Structures
4 49 (5.30%) Clustering
5 43 (4.65%) Self-Motivation
6 37 (4.00%) Algorithms
7 30 (3.25%) Pricing Data
8 28 (3.03%) Greenfield Project
9 27 (2.92%) Product Ownership
10 24 (2.60%) Cloud Native
11 20 (2.16%) Enterprise Software
12 14 (1.52%) Management Information System
13 13 (1.41%) Blockchain
13 13 (1.41%) NHS
14 12 (1.30%) Mainframe
15 10 (1.08%) Distributed Systems
15 10 (1.08%) Legacy Applications
Operating Systems
1 20 (2.16%) Linux
1 20 (2.16%) Unix
2 7 (0.76%) Windows
3 3 (0.32%) Windows Server
4 1 (0.11%) AIX
4 1 (0.11%) Android
4 1 (0.11%) Solaris
4 1 (0.11%) VMS
Processes & Methodologies
1 419 (45.35%) Agile
2 288 (31.17%) Asset Management
3 281 (30.41%) Business Intelligence
4 253 (27.38%) Analytics
5 248 (26.84%) ETL
6 239 (25.87%) Software Engineering
7 236 (25.54%) Investment Management
8 221 (23.92%) Data Engineering
9 217 (23.48%) Data Modelling
10 206 (22.29%) Data Pipeline
11 155 (16.77%) DevOps
12 148 (16.02%) Machine Learning
13 147 (15.91%) Artificial Intelligence
14 139 (15.04%) Roadmaps
15 126 (13.64%) Data Architecture
16 125 (13.53%) Data Science
17 120 (12.99%) Data Strategy
18 116 (12.55%) CI/CD
19 114 (12.34%) Visualisation
20 95 (10.28%) Data Management
Programming Languages
1 500 (54.11%) Python
2 432 (46.75%) SQL
3 305 (33.01%) Java
4 264 (28.57%) JavaScript
5 212 (22.94%) TypeScript
6 89 (9.63%) T-SQL
7 56 (6.06%) Go
8 47 (5.09%) Data Analysis Expressions
9 36 (3.90%) Scala
10 29 (3.14%) C#
11 26 (2.81%) R
12 11 (1.19%) U-SQL
13 9 (0.97%) PowerShell
14 8 (0.87%) Kotlin
15 4 (0.43%) C
16 3 (0.32%) Bash
16 3 (0.32%) PL/SQL
17 2 (0.22%) C++
17 2 (0.22%) VBA
18 1 (0.11%) Shell Script
Qualifications
1 84 (9.09%) Degree
2 69 (7.47%) Azure Certification
3 45 (4.87%) AWS Certification
4 44 (4.76%) Microsoft Certification
5 18 (1.95%) Computer Science Degree
6 11 (1.19%) DBS Check
6 11 (1.19%) Master's Degree
7 9 (0.97%) SC Cleared
7 9 (0.97%) Security Cleared
8 8 (0.87%) DV Cleared
9 6 (0.65%) CIMA
10 3 (0.32%) MCP
10 3 (0.32%) MCSE
11 2 (0.22%) MCSA
12 1 (0.11%) AWS Certified Solutions Architect
12 1 (0.11%) IBM Certification
12 1 (0.11%) LPIC
12 1 (0.11%) Numerate Degree
Quality Assurance & Compliance
1 215 (23.27%) Data Quality
2 54 (5.84%) GDPR
3 9 (0.97%) QA
4 8 (0.87%) PSD2
5 6 (0.65%) California Consumer Privacy Act
6 4 (0.43%) Accessibility
7 3 (0.32%) PMO
8 2 (0.22%) SLA
9 1 (0.11%) HIPAA
9 1 (0.11%) ISO/IEC 27001
System Software
1 24 (2.60%) Docker
2 8 (0.87%) HDFS
3 7 (0.76%) Active Directory
4 1 (0.11%) Apache Flume
4 1 (0.11%) Virtual Machines
4 1 (0.11%) VMware Infrastructure
Systems Management
1 78 (8.44%) Kubernetes
2 76 (8.23%) Terraform
3 48 (5.19%) Prometheus
4 3 (0.32%) HP Fortify
5 1 (0.11%) Ansible
Vendors
1 261 (28.25%) Microsoft
2 241 (26.08%) Databricks
3 51 (5.52%) Google
4 28 (3.03%) Oracle
5 14 (1.52%) SAP
6 12 (1.30%) Teradata
7 11 (1.19%) Alteryx
8 10 (1.08%) Cloudera
9 8 (0.87%) Duck Creek
10 7 (0.76%) Adobe
11 6 (0.65%) Apple
11 6 (0.65%) Informatica
12 5 (0.54%) Talend
13 4 (0.43%) Cognos
13 4 (0.43%) OpenAI
13 4 (0.43%) SnapLogic
14 3 (0.32%) CheckPoint
14 3 (0.32%) Citrix
14 3 (0.32%) IBM
14 3 (0.32%) Veracode