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

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 264 253 289
Rank change year-on-year -11 +36 +62
Permanent jobs citing Data Lake 908 1,294 1,935
As % of all permanent jobs advertised in England 1.06% 1.45% 1.44%
As % of the Database & Business Intelligence category 5.97% 6.75% 5.17%
Number of salaries quoted 750 946 1,020
10th Percentile £42,500 £50,000 £47,500
25th Percentile £58,750 £59,063 £55,000
Median annual salary (50th Percentile) £86,250 £80,000 £70,000
Median % change year-on-year +7.81% +14.29% -
75th Percentile £122,500 £102,500 £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 15,203 19,159 37,447
As % of all permanent jobs advertised in England 17.73% 21.45% 27.77%
Number of salaries quoted 11,417 12,078 19,019
10th Percentile £35,000 £37,500 £36,250
25th Percentile £42,750 £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 14 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 14 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 +19 519 £112,500 +25.00% 113
North of England +8 129 £55,000 -4.35% 21
South East -30 100 £63,500 -9.29% 23
Midlands -2 76 £57,500 +4.55% 11
North West -3 72 £45,000 -19.72% 14
South West -63 54 £72,500 +7.41% 16
West Midlands -1 50 £57,500 +7.98% 9
Yorkshire +64 41 £70,000 +7.69% 5
East Midlands -19 26 £47,500 -13.64% 2
North East -6 16 £75,000 +36.36% 2
East of England -15 15 £57,500 - 8
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
1 270 (29.74%) Apache Airflow
2 228 (25.11%) Apache
3 85 (9.36%) Apache Spark
4 15 (1.65%) Confluence
5 5 (0.55%) SharePoint
6 4 (0.44%) 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 (1.87%) Microsoft Office
2 14 (1.54%) Microsoft Excel
3 2 (0.22%) Microsoft PowerPoint
4 1 (0.11%) MS Visio
Business Applications
1 21 (2.31%) Dynamics CRM
2 9 (0.99%) Dynamics NAV
3 6 (0.66%) Dynamics AX
3 6 (0.66%) 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
1 536 (59.03%) Azure
2 417 (45.93%) AWS
3 332 (36.56%) Snowflake
4 265 (29.19%) Power Platform
5 260 (28.63%) dbt
6 209 (23.02%) GCP
7 175 (19.27%) Azure Data Factory
8 136 (14.98%) Azure Synapse Analytics
9 55 (6.06%) Matillion
10 47 (5.18%) Azure Cosmos DB
11 44 (4.85%) Serverless
12 43 (4.74%) Azure DevOps
12 43 (4.74%) PowerApps
13 41 (4.52%) Dynamics 365
14 30 (3.30%) SaaS
15 26 (2.86%) Power Automate
16 22 (2.42%) PaaS
17 21 (2.31%) IaaS
18 18 (1.98%) Cloud Computing
18 18 (1.98%) GitHub
Communications & Networking
1 18 (1.98%) Wireless
2 10 (1.10%) Network Security
3 4 (0.44%) Firewall
4 3 (0.33%) DNS
4 3 (0.33%) NetScaler
5 1 (0.11%) HTTP
5 1 (0.11%) SAN
Database & Business Intelligence
1 353 (38.88%) Data Warehouse
2 257 (28.30%) Power BI
3 252 (27.75%) Dremio
4 249 (27.42%) Amazon Athena
5 248 (27.31%) Apache Arrow
6 215 (23.68%) Apache Ignite
7 162 (17.84%) SQL Server
8 148 (16.30%) Big Data
9 71 (7.82%) NoSQL
10 66 (7.27%) Azure SQL Database
11 60 (6.61%) SQL Server Integration Services
12 59 (6.50%) Metadata
13 51 (5.62%) Star Schema
14 48 (5.29%) Azure SQL Data Warehouse
14 48 (5.29%) Tableau
15 46 (5.07%) Elasticsearch
16 43 (4.74%) Hadoop
17 42 (4.63%) Relational Database
18 37 (4.07%) SQL Server Analysis Services
19 35 (3.85%) Data Mining
Development Applications
1 39 (4.30%) GitLab
2 25 (2.75%) JIRA
3 21 (2.31%) Git
4 17 (1.87%) Jenkins
5 16 (1.76%) CircleCI
6 10 (1.10%) Selenium
7 9 (0.99%) JUnit
7 9 (0.99%) Oracle Forms
8 8 (0.88%) Cucumber
8 8 (0.88%) SQL Server Management Studio (SSMS)
9 7 (0.77%) Visual Studio
10 6 (0.66%) RStudio
11 4 (0.44%) Zephyr
12 3 (0.33%) ER Studio
12 3 (0.33%) ERwin
12 3 (0.33%) Octopus Deploy
13 2 (0.22%) Bitbucket
14 1 (0.11%) Gradle
14 1 (0.11%) SoapUI
14 1 (0.11%) SpecFlow
General
1 446 (49.12%) Finance
2 263 (28.96%) Banking
3 203 (22.36%) Investment Banking
4 200 (22.03%) Front Office
5 165 (18.17%) Social Skills
6 120 (13.22%) Analytical Skills
7 34 (3.74%) Presentation Skills
8 32 (3.52%) Marketing
8 32 (3.52%) Retail
9 31 (3.41%) Inclusion and Diversity
10 25 (2.75%) Law
11 24 (2.64%) Legal
12 22 (2.42%) Retail Banking
13 19 (2.09%) Public Sector
14 15 (1.65%) Billing
14 15 (1.65%) Financial Institution
15 13 (1.43%) Influencing Skills
16 11 (1.21%) Back Office
16 11 (1.21%) Telecoms
17 10 (1.10%) Pharmaceutical
Job Titles
1 265 (29.19%) Data Engineer
2 207 (22.80%) Senior
3 198 (21.81%) Architect
4 161 (17.73%) Lead
5 123 (13.55%) AWS Engineer
6 116 (12.78%) Software Engineer
7 110 (12.11%) Developer
8 95 (10.46%) Data Architect
9 82 (9.03%) Python Engineer
10 72 (7.93%) Solutions Architect
11 69 (7.60%) Senior Data Engineer
12 68 (7.49%) AWS Software Engineer
12 68 (7.49%) Java Engineer
12 68 (7.49%) Java Software Engineer
12 68 (7.49%) Python Software Engineer
13 60 (6.61%) Azure Engineer
14 59 (6.50%) Senior Software Engineer
15 55 (6.06%) Azure Data Engineer
16 51 (5.62%) Technical Leader
17 50 (5.51%) Consultant
Libraries, Frameworks & Software Standards
1 248 (27.31%) gRPC
1 248 (27.31%) Protocol Buffers
2 211 (23.24%) Pandas
3 200 (22.03%) NumPy
3 200 (22.03%) SciPy
4 59 (6.50%) PySpark
5 35 (3.85%) Kafka
6 19 (2.09%) Apache Beam
7 15 (1.65%) OpenID
8 14 (1.54%) .NET
8 14 (1.54%) RESTful
9 13 (1.43%) XML
10 10 (1.10%) JSON
11 9 (0.99%) MDX
12 8 (0.88%) Apache Avro
12 8 (0.88%) Spark Streaming
13 6 (0.66%) REST
13 6 (0.66%) Web Services
14 4 (0.44%) SOAP
14 4 (0.44%) YAML
Miscellaneous
1 248 (27.31%) Hedge funds
2 200 (22.03%) Derivative
2 200 (22.03%) Equities
2 200 (22.03%) Fixed Income
2 200 (22.03%) Foreign Exchange (FX)
3 61 (6.72%) Data Structures
4 49 (5.40%) Clustering
5 42 (4.63%) Self-Motivation
6 36 (3.96%) Algorithms
7 28 (3.08%) Greenfield Project
8 24 (2.64%) Cloud Native
8 24 (2.64%) Pricing Data
9 23 (2.53%) Product Ownership
10 19 (2.09%) Enterprise Software
11 16 (1.76%) Blockchain
12 15 (1.65%) Mainframe
13 14 (1.54%) Management Information System
14 12 (1.32%) NHS
15 11 (1.21%) Legacy Applications
16 10 (1.10%) Distributed Systems
Operating Systems
1 23 (2.53%) Unix
2 20 (2.20%) Linux
3 6 (0.66%) Windows
4 3 (0.33%) Windows Server
5 1 (0.11%) AIX
5 1 (0.11%) Android
5 1 (0.11%) Solaris
5 1 (0.11%) VMS
Processes & Methodologies
1 406 (44.71%) Agile
2 277 (30.51%) Business Intelligence
3 273 (30.07%) Asset Management
4 248 (27.31%) Analytics
4 248 (27.31%) ETL
5 228 (25.11%) Software Engineering
6 222 (24.45%) Investment Management
7 220 (24.23%) Data Engineering
8 215 (23.68%) Data Modelling
9 206 (22.69%) Data Pipeline
10 153 (16.85%) DevOps
11 151 (16.63%) Machine Learning
12 149 (16.41%) Artificial Intelligence
13 142 (15.64%) Roadmaps
14 126 (13.88%) Data Architecture
15 124 (13.66%) Data Science
16 118 (13.00%) Data Strategy
17 116 (12.78%) CI/CD
18 110 (12.11%) Visualisation
19 94 (10.35%) Line Management
Programming Languages
1 486 (53.52%) Python
2 425 (46.81%) SQL
3 296 (32.60%) Java
4 254 (27.97%) JavaScript
5 202 (22.25%) TypeScript
6 89 (9.80%) T-SQL
7 56 (6.17%) Go
8 46 (5.07%) Data Analysis Expressions
9 37 (4.07%) Scala
10 29 (3.19%) C#
11 26 (2.86%) R
12 10 (1.10%) U-SQL
13 9 (0.99%) PowerShell
14 8 (0.88%) Kotlin
15 4 (0.44%) C
16 3 (0.33%) Bash
16 3 (0.33%) PL/SQL
17 2 (0.22%) C++
17 2 (0.22%) VBA
18 1 (0.11%) Shell Script
Qualifications
1 84 (9.25%) Degree
2 67 (7.38%) Azure Certification
3 44 (4.85%) AWS Certification
4 43 (4.74%) Microsoft Certification
5 17 (1.87%) Computer Science Degree
6 11 (1.21%) DBS Check
6 11 (1.21%) Master's Degree
7 9 (0.99%) SC Cleared
7 9 (0.99%) Security Cleared
8 8 (0.88%) DV Cleared
9 6 (0.66%) CIMA
10 3 (0.33%) MCP
10 3 (0.33%) 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
1 208 (22.91%) Data Quality
2 53 (5.84%) GDPR
3 9 (0.99%) QA
4 8 (0.88%) PSD2
5 6 (0.66%) California Consumer Privacy Act
6 4 (0.44%) Accessibility
7 3 (0.33%) PMO
8 2 (0.22%) SLA
9 1 (0.11%) GMP
9 1 (0.11%) HIPAA
9 1 (0.11%) ISO/IEC 27001
System Software
1 24 (2.64%) Docker
2 8 (0.88%) HDFS
3 7 (0.77%) Active Directory
4 1 (0.11%) Apache Flume
4 1 (0.11%) Virtual Machines
4 1 (0.11%) VMware Infrastructure
Systems Management
1 78 (8.59%) Kubernetes
2 75 (8.26%) Terraform
3 48 (5.29%) Prometheus
4 3 (0.33%) HP Fortify
5 1 (0.11%) Ansible
Vendors
1 259 (28.52%) Microsoft
2 238 (26.21%) Databricks
3 52 (5.73%) Google
4 26 (2.86%) Oracle
5 14 (1.54%) SAP
6 12 (1.32%) Teradata
7 11 (1.21%) Alteryx
8 10 (1.10%) Cloudera
9 8 (0.88%) Duck Creek
10 7 (0.77%) Adobe
11 6 (0.66%) Apple
11 6 (0.66%) Informatica
12 5 (0.55%) Talend
13 4 (0.44%) Cognos
13 4 (0.44%) OpenAI
13 4 (0.44%) SnapLogic
14 3 (0.33%) CheckPoint
14 3 (0.33%) Citrix
14 3 (0.33%) IBM
14 3 (0.33%) Veracode