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

6 months to
14 Apr 2024
Same period 2023 Same period 2022
Rank 305 264 277
Rank change year-on-year -41 +13 +71
Permanent jobs citing Data Lake 768 1,303 1,834
As % of all permanent jobs advertised in England 0.92% 1.35% 1.42%
As % of the Database & Business Intelligence category 5.15% 6.21% 5.20%
Number of salaries quoted 614 968 1,016
10th Percentile £41,250 £50,525 £47,500
25th Percentile £55,313 £60,885 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -
75th Percentile £107,500 £101,563 £86,250
90th Percentile £142,500 £130,000 £104,625
UK median annual salary £75,000 £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 14,910 20,994 35,293
As % of all permanent jobs advertised in England 17.94% 21.82% 27.30%
Number of salaries quoted 11,407 12,946 19,422
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 £95,000 £105,000 £95,000
UK median annual salary £57,500 £64,029 £60,000
% change year-on-year -10.20% +6.72% +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 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 14 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 -14 389 £95,000 +5.56% 122
North of England +22 117 £55,000 -15.38% 24
South East +10 107 £70,000 - 26
Midlands -12 66 £47,500 -12.24% 15
North West +15 61 £45,000 -30.77% 18
South West -27 55 £72,500 +7.41% 10
West Midlands +8 43 £55,000 +3.29% 10
Yorkshire +68 38 £68,750 -0.11% 4
East Midlands -9 23 £47,500 -13.64% 5
North East +9 18 £55,000 - 2
East of England +6 16 £58,750 +2.17% 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
1 126 (16.41%) Apache
2 119 (15.49%) Apache Airflow
3 111 (14.45%) Apache Spark
4 15 (1.95%) Confluence
5 9 (1.17%) SharePoint
6 7 (0.91%) Microsoft Exchange
7 4 (0.52%) SAS
8 3 (0.39%) IBM Domino
9 1 (0.13%) Apache Pig
9 1 (0.13%) Apache Synapse
9 1 (0.13%) IIS
9 1 (0.13%) Jupyter
Applications
1 16 (2.08%) Microsoft Office
2 13 (1.69%) Microsoft Excel
3 2 (0.26%) Microsoft PowerPoint
3 2 (0.26%) MS Visio
Business Applications
1 21 (2.73%) Dynamics CRM
2 9 (1.17%) Dynamics NAV
3 7 (0.91%) Dynamics AX
4 6 (0.78%) Primavera
5 2 (0.26%) Magento
5 2 (0.26%) SAP S/4HANA
6 1 (0.13%) HFM
6 1 (0.13%) Salesforce CRM
6 1 (0.13%) Sparx Enterprise Architect
Cloud Services
1 536 (69.79%) Azure
2 275 (35.81%) Power Platform
3 267 (34.77%) AWS
4 188 (24.48%) GCP
5 186 (24.22%) Snowflake
6 169 (22.01%) Azure Data Factory
7 132 (17.19%) Azure Synapse Analytics
8 111 (14.45%) dbt
9 60 (7.81%) Matillion
10 52 (6.77%) Serverless
11 50 (6.51%) Azure Cosmos DB
12 45 (5.86%) PowerApps
13 43 (5.60%) Dynamics 365
14 42 (5.47%) Azure DevOps
15 32 (4.17%) GitHub
16 31 (4.04%) SaaS
17 24 (3.13%) GitHub Actions
17 24 (3.13%) IaaS
17 24 (3.13%) PaaS
17 24 (3.13%) Power Automate
Communications & Networking
1 26 (3.39%) Wireless
2 8 (1.04%) Network Security
3 4 (0.52%) DNS
3 4 (0.52%) Firewall
4 3 (0.39%) NetScaler
5 1 (0.13%) HTTP
5 1 (0.13%) SAN
5 1 (0.13%) VLAN
Database & Business Intelligence
1 346 (45.05%) Data Warehouse
2 266 (34.64%) Power BI
3 158 (20.57%) SQL Server
4 141 (18.36%) Big Data
5 103 (13.41%) Dremio
6 100 (13.02%) Amazon Athena
7 99 (12.89%) Apache Ignite
8 98 (12.76%) Apache Arrow
9 89 (11.59%) NoSQL
10 70 (9.11%) Azure SQL Database
11 61 (7.94%) Tableau
12 59 (7.68%) Metadata
13 57 (7.42%) SQL Server Integration Services
14 56 (7.29%) Relational Database
15 51 (6.64%) Star Schema
16 50 (6.51%) Elasticsearch
17 49 (6.38%) Hadoop
18 46 (5.99%) BigQuery
19 38 (4.95%) Power Query
20 37 (4.82%) Data Mining
Development Applications
1 39 (5.08%) GitLab
2 33 (4.30%) Jenkins
3 25 (3.26%) JIRA
4 23 (2.99%) Git
5 16 (2.08%) CircleCI
6 10 (1.30%) Selenium
7 9 (1.17%) JUnit
7 9 (1.17%) Oracle Forms
8 8 (1.04%) Cucumber
9 7 (0.91%) ERwin
9 7 (0.91%) SQL Server Management Studio (SSMS)
9 7 (0.91%) Visual Studio
10 6 (0.78%) RStudio
11 4 (0.52%) ER Studio
11 4 (0.52%) Zephyr
12 3 (0.39%) Octopus Deploy
13 2 (0.26%) Bitbucket
13 2 (0.26%) Postman
13 2 (0.26%) SpecFlow
14 1 (0.13%) Gradle
General
1 300 (39.06%) Finance
2 159 (20.70%) Social Skills
3 154 (20.05%) Banking
4 132 (17.19%) Analytical Skills
5 83 (10.81%) Investment Banking
6 81 (10.55%) Front Office
7 51 (6.64%) Retail
8 32 (4.17%) Law
9 31 (4.04%) Marketing
10 30 (3.91%) Inclusion and Diversity
11 23 (2.99%) Legal
12 22 (2.86%) Presentation Skills
13 21 (2.73%) Public Sector
14 19 (2.47%) Influencing Skills
15 18 (2.34%) Retail Banking
16 13 (1.69%) Billing
16 13 (1.69%) Financial Institution
17 9 (1.17%) Telecoms
18 8 (1.04%) Back Office
18 8 (1.04%) General Ledger
Job Titles
1 262 (34.11%) Data Engineer
2 185 (24.09%) Architect
3 147 (19.14%) Senior
4 123 (16.02%) Lead
5 106 (13.80%) Data Architect
6 90 (11.72%) Developer
7 69 (8.98%) Senior Data Engineer
8 56 (7.29%) Azure Engineer
9 54 (7.03%) Solutions Architect
10 49 (6.38%) Azure Data Engineer
11 45 (5.86%) AWS Engineer
12 44 (5.73%) Software Engineer
13 43 (5.60%) Consultant
14 34 (4.43%) Enterprise Architect
14 34 (4.43%) Lead Data Engineer
15 33 (4.30%) Python Engineer
16 30 (3.91%) Data Consultant
17 28 (3.65%) Business Intelligence Developer
18 27 (3.52%) Azure Architect
18 27 (3.52%) Data Manager
Libraries, Frameworks & Software Standards
1 98 (12.76%) gRPC
1 98 (12.76%) Protocol Buffers
2 92 (11.98%) Pandas
3 81 (10.55%) NumPy
4 80 (10.42%) SciPy
5 58 (7.55%) PySpark
6 56 (7.29%) Kafka
7 19 (2.47%) Apache Beam
8 16 (2.08%) XML
9 15 (1.95%) OpenID
9 15 (1.95%) RESTful
10 14 (1.82%) .NET
10 14 (1.82%) JSON
11 9 (1.17%) REST
12 8 (1.04%) Apache Avro
12 8 (1.04%) MDX
12 8 (1.04%) Spark Streaming
13 6 (0.78%) React
14 5 (0.65%) SOAP
14 5 (0.65%) Web Services
Miscellaneous
1 98 (12.76%) Hedge funds
2 81 (10.55%) Equities
3 80 (10.42%) Derivative
3 80 (10.42%) Fixed Income
3 80 (10.42%) Foreign Exchange (FX)
4 63 (8.20%) Data Structures
5 42 (5.47%) Self-Motivation
6 32 (4.17%) Algorithms
7 29 (3.78%) Greenfield Project
8 22 (2.86%) Product Ownership
9 19 (2.47%) Clustering
10 15 (1.95%) Blockchain
10 15 (1.95%) Enterprise Software
10 15 (1.95%) Mainframe
10 15 (1.95%) Management Information System
11 13 (1.69%) Cloud Native
12 12 (1.56%) Distributed Systems
13 9 (1.17%) Data Centre
14 8 (1.04%) Distributed Applications
14 8 (1.04%) Mobile App
Operating Systems
1 23 (2.99%) Unix
2 11 (1.43%) Linux
3 6 (0.78%) Windows
4 3 (0.39%) Windows Server
5 1 (0.13%) AIX
5 1 (0.13%) Solaris
5 1 (0.13%) VMS
Processes & Methodologies
1 300 (39.06%) Agile
2 287 (37.37%) Business Intelligence
3 271 (35.29%) ETL
4 259 (33.72%) Analytics
5 226 (29.43%) Data Engineering
5 226 (29.43%) Data Pipeline
6 220 (28.65%) Data Modelling
7 165 (21.48%) Machine Learning
8 141 (18.36%) Artificial Intelligence
9 134 (17.45%) Data Science
10 127 (16.54%) CI/CD
11 123 (16.02%) Visualisation
12 122 (15.89%) Data Integration
13 121 (15.76%) DevOps
14 119 (15.49%) Asset Management
14 119 (15.49%) Data Strategy
15 117 (15.23%) Roadmaps
16 113 (14.71%) Data Architecture
17 108 (14.06%) Software Engineering
18 101 (13.15%) Data Visualisation
Programming Languages
1 427 (55.60%) SQL
2 335 (43.62%) Python
3 143 (18.62%) Java
4 103 (13.41%) JavaScript
5 90 (11.72%) T-SQL
6 84 (10.94%) TypeScript
7 44 (5.73%) Data Analysis Expressions
8 37 (4.82%) Scala
9 32 (4.17%) C#
10 26 (3.39%) Go
11 24 (3.13%) R
12 10 (1.30%) PowerShell
13 8 (1.04%) U-SQL
14 6 (0.78%) Kotlin
15 5 (0.65%) C
16 3 (0.39%) Bash
16 3 (0.39%) C++
16 3 (0.39%) PL/SQL
17 1 (0.13%) Kusto Query Language
17 1 (0.13%) Shell Script
Qualifications
1 87 (11.33%) Degree
2 46 (5.99%) Azure Certification
3 43 (5.60%) Microsoft Certification
4 26 (3.39%) AWS Certification
5 17 (2.21%) Computer Science Degree
6 11 (1.43%) DBS Check
6 11 (1.43%) Master's Degree
7 8 (1.04%) SC Cleared
7 8 (1.04%) Security Cleared
8 7 (0.91%) DV Cleared
9 6 (0.78%) CIMA
10 3 (0.39%) MCP
10 3 (0.39%) MCSE
11 2 (0.26%) MCSA
12 1 (0.13%) AWS Certified Solutions Architect
12 1 (0.13%) BPSS Clearance
12 1 (0.13%) HND
12 1 (0.13%) IBM Certification
12 1 (0.13%) LPIC
Quality Assurance & Compliance
1 149 (19.40%) Data Quality
2 50 (6.51%) GDPR
3 11 (1.43%) QA
4 8 (1.04%) PSD2
5 5 (0.65%) California Consumer Privacy Act
6 4 (0.52%) Accessibility
7 3 (0.39%) PMO
8 2 (0.26%) SLA
9 1 (0.13%) GMP
9 1 (0.13%) HIPAA
9 1 (0.13%) ISO/IEC 27001
System Software
1 27 (3.52%) Docker
2 8 (1.04%) HDFS
3 7 (0.91%) Active Directory
4 2 (0.26%) Virtual Machines
5 1 (0.13%) Apache Flume
5 1 (0.13%) VMware Infrastructure
Systems Management
1 56 (7.29%) Terraform
2 50 (6.51%) Kubernetes
3 18 (2.34%) Prometheus
4 3 (0.39%) HP Fortify
5 1 (0.13%) Ansible
Vendors
1 254 (33.07%) Microsoft
2 244 (31.77%) Databricks
3 70 (9.11%) Google
4 24 (3.13%) Oracle
5 16 (2.08%) SAP
6 13 (1.69%) Teradata
7 11 (1.43%) Cloudera
8 10 (1.30%) Alteryx
9 9 (1.17%) Informatica
10 8 (1.04%) Duck Creek
11 7 (0.91%) Adobe
11 7 (0.91%) IBM
11 7 (0.91%) Talend
12 6 (0.78%) Apple
13 4 (0.52%) OpenAI
13 4 (0.52%) SnapLogic
14 3 (0.39%) CheckPoint
14 3 (0.39%) Citrix
14 3 (0.39%) Cognos
14 3 (0.39%) Veracode