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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 251 237 285
Rank change year-on-year -14 +48 +69
Permanent jobs citing Data Lake 968 1,329 2,066
As % of all permanent jobs advertised in England 1.09% 1.54% 1.48%
As % of the Database & Business Intelligence category 6.29% 7.09% 5.29%
Number of salaries quoted 805 940 1,031
10th Percentile £42,500 £50,000 £47,500
25th Percentile £61,250 £60,000 £55,638
Median annual salary (50th Percentile) £90,000 £80,000 £73,346
Median % change year-on-year +12.50% +9.07% +4.78%
75th Percentile £125,000 £102,500 £88,750
90th Percentile £148,750 £130,000 £102,500
UK median annual salary £87,500 £80,000 £70,000
% change year-on-year +9.38% +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 15,381 18,732 39,075
As % of all permanent jobs advertised in England 17.31% 21.64% 27.92%
Number of salaries quoted 11,427 11,779 18,947
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 £84,000 £80,000
90th Percentile £100,000 £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 28 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 28 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 +29 593 £115,000 +27.78% 109
North of England -3 123 £55,000 -4.35% 31
South East -41 99 £63,500 -9.29% 8
Midlands -13 75 £57,500 +6.24% 10
North West -15 70 £45,000 -18.18% 26
South West -70 53 £70,576 +4.56% 16
West Midlands +9 49 £57,500 +7.98% 6
Yorkshire +43 37 £65,000 -2.86% 4
East Midlands -24 26 £47,500 -13.64% 4
North East -7 16 £75,000 +36.36% 1
East of England -21 15 £57,500 +6.98% 5
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
1 331 (34.19%) Apache Airflow
2 287 (29.65%) Apache
3 79 (8.16%) Apache Spark
4 16 (1.65%) Confluence
5 5 (0.52%) SharePoint
6 4 (0.41%) Microsoft Exchange
7 2 (0.21%) IBM Domino
8 1 (0.10%) Apache Pig
8 1 (0.10%) Apache Synapse
8 1 (0.10%) IIS
8 1 (0.10%) SAS
Applications
1 18 (1.86%) Microsoft Office
2 16 (1.65%) Microsoft Excel
3 2 (0.21%) Microsoft PowerPoint
4 1 (0.10%) MS Visio
Business Applications
1 23 (2.38%) Dynamics CRM
2 9 (0.93%) Dynamics NAV
3 6 (0.62%) Dynamics AX
3 6 (0.62%) Primavera
4 2 (0.21%) SAP S/4HANA
5 1 (0.10%) HFM
5 1 (0.10%) Magento
5 1 (0.10%) Salesforce CRM
Cloud Services
1 533 (55.06%) Azure
2 471 (48.66%) AWS
3 390 (40.29%) Snowflake
4 330 (34.09%) dbt
5 277 (28.62%) Power Platform
6 218 (22.52%) GCP
7 174 (17.98%) Azure Data Factory
8 142 (14.67%) Azure Synapse Analytics
9 54 (5.58%) Matillion
10 47 (4.86%) Azure Cosmos DB
11 44 (4.55%) PowerApps
12 43 (4.44%) Serverless
13 42 (4.34%) Azure DevOps
14 41 (4.24%) Dynamics 365
15 26 (2.69%) Power Automate
16 19 (1.96%) SaaS
17 18 (1.86%) Cloud Computing
18 17 (1.76%) GitHub
19 15 (1.55%) Microsoft 365
20 14 (1.45%) Amazon S3
Communications & Networking
1 16 (1.65%) Wireless
2 11 (1.14%) Network Security
3 4 (0.41%) Firewall
4 3 (0.31%) NetScaler
5 2 (0.21%) DNS
6 1 (0.10%) HTTP
6 1 (0.10%) SAN
Database & Business Intelligence
1 339 (35.02%) Data Warehouse
2 323 (33.37%) Dremio
3 314 (32.44%) Apache Arrow
4 313 (32.33%) Amazon Athena
5 269 (27.79%) Power BI
6 263 (27.17%) Apache Ignite
7 164 (16.94%) SQL Server
8 159 (16.43%) Big Data
9 65 (6.71%) Azure SQL Database
10 62 (6.40%) Metadata
11 61 (6.30%) SQL Server Integration Services
12 58 (5.99%) NoSQL
12 58 (5.99%) Tableau
13 50 (5.17%) Azure SQL Data Warehouse
13 50 (5.17%) Star Schema
14 42 (4.34%) Elasticsearch
15 41 (4.24%) Relational Database
16 39 (4.03%) Hadoop
17 38 (3.93%) SQL Server Analysis Services
18 36 (3.72%) Power Query
Development Applications
1 39 (4.03%) GitLab
2 25 (2.58%) JIRA
3 21 (2.17%) Git
4 17 (1.76%) Jenkins
5 15 (1.55%) CircleCI
6 10 (1.03%) Selenium
7 9 (0.93%) JUnit
7 9 (0.93%) Oracle Forms
8 8 (0.83%) Cucumber
8 8 (0.83%) SQL Server Management Studio (SSMS)
9 6 (0.62%) RStudio
10 4 (0.41%) Octopus Deploy
10 4 (0.41%) Visual Studio
10 4 (0.41%) Zephyr
11 3 (0.31%) ER Studio
11 3 (0.31%) ERwin
12 2 (0.21%) Bitbucket
13 1 (0.10%) Gradle
13 1 (0.10%) SoapUI
13 1 (0.10%) SpecFlow
General
1 512 (52.89%) Finance
2 322 (33.26%) Banking
3 266 (27.48%) Front Office
4 263 (27.17%) Investment Banking
5 167 (17.25%) Social Skills
6 116 (11.98%) Analytical Skills
7 34 (3.51%) Presentation Skills
8 33 (3.41%) Inclusion and Diversity
8 33 (3.41%) Marketing
9 29 (3.00%) Legal
9 29 (3.00%) Retail
10 26 (2.69%) Law
11 23 (2.38%) Retail Banking
12 17 (1.76%) Financial Institution
13 16 (1.65%) Public Sector
14 13 (1.34%) Billing
14 13 (1.34%) Influencing Skills
15 11 (1.14%) Pharmaceutical
16 10 (1.03%) Back Office
16 10 (1.03%) Telecoms
Job Titles
1 274 (28.31%) Data Engineer
2 230 (23.76%) Senior
3 191 (19.73%) Architect
4 182 (18.80%) Lead
5 152 (15.70%) AWS Engineer
6 148 (15.29%) Software Engineer
7 119 (12.29%) Developer
8 113 (11.67%) Python Engineer
9 94 (9.71%) Data Architect
10 92 (9.50%) AWS Software Engineer
11 90 (9.30%) Java Engineer
11 90 (9.30%) Java Software Engineer
11 90 (9.30%) Python Software Engineer
12 81 (8.37%) Senior Software Engineer
13 79 (8.16%) Solutions Architect
14 70 (7.23%) Senior Data Engineer
15 63 (6.51%) Azure Engineer
15 63 (6.51%) Technical Leader
16 59 (6.10%) Azure Data Engineer
17 56 (5.79%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 306 (31.61%) gRPC
1 306 (31.61%) Protocol Buffers
2 269 (27.79%) Pandas
3 258 (26.65%) NumPy
3 258 (26.65%) SciPy
4 69 (7.13%) PySpark
5 30 (3.10%) Kafka
6 17 (1.76%) Apache Beam
7 14 (1.45%) .NET
7 14 (1.45%) RESTful
8 13 (1.34%) XML
9 9 (0.93%) MDX
10 8 (0.83%) JSON
11 7 (0.72%) Apache Avro
11 7 (0.72%) Spark Streaming
12 6 (0.62%) OpenID
12 6 (0.62%) REST
12 6 (0.62%) Web Services
13 5 (0.52%) CSS
13 5 (0.52%) React
Miscellaneous
1 314 (32.44%) Hedge funds
2 260 (26.86%) Derivative
2 260 (26.86%) Equities
2 260 (26.86%) Fixed Income
2 260 (26.86%) Foreign Exchange (FX)
3 60 (6.20%) Data Structures
4 55 (5.68%) Clustering
5 43 (4.44%) Self-Motivation
6 38 (3.93%) Algorithms
7 36 (3.72%) Pricing Data
8 32 (3.31%) Product Ownership
9 27 (2.79%) Greenfield Project
10 23 (2.38%) Cloud Native
11 19 (1.96%) Enterprise Software
12 15 (1.55%) NHS
13 14 (1.45%) Management Information System
14 10 (1.03%) Data Protection Act
14 10 (1.03%) Legacy Applications
15 9 (0.93%) Data Centre
16 8 (0.83%) Distributed Systems
Operating Systems
1 20 (2.07%) Linux
2 15 (1.55%) Unix
3 7 (0.72%) Windows
4 3 (0.31%) Windows Server
5 1 (0.10%) AIX
5 1 (0.10%) Android
5 1 (0.10%) Solaris
5 1 (0.10%) VMS
Processes & Methodologies
1 460 (47.52%) Agile
2 346 (35.74%) Asset Management
3 287 (29.65%) Software Engineering
4 280 (28.93%) Investment Management
5 277 (28.62%) Business Intelligence
6 258 (26.65%) Analytics
7 240 (24.79%) ETL
8 230 (23.76%) Data Engineering
9 215 (22.21%) Data Modelling
10 202 (20.87%) Data Pipeline
11 161 (16.63%) DevOps
12 142 (14.67%) Machine Learning
13 139 (14.36%) Artificial Intelligence
14 135 (13.95%) Roadmaps
15 129 (13.33%) Data Architecture
16 124 (12.81%) Data Science
17 117 (12.09%) Data Strategy
18 115 (11.88%) CI/CD
19 112 (11.57%) Greeks
19 112 (11.57%) Visualisation
Programming Languages
1 558 (57.64%) Python
2 432 (44.63%) SQL
3 359 (37.09%) Java
4 315 (32.54%) JavaScript
5 254 (26.24%) TypeScript
6 90 (9.30%) T-SQL
7 62 (6.40%) Go
8 47 (4.86%) Data Analysis Expressions
9 37 (3.82%) Scala
10 28 (2.89%) C#
11 25 (2.58%) R
12 11 (1.14%) U-SQL
13 8 (0.83%) PowerShell
14 7 (0.72%) Kotlin
15 4 (0.41%) C
16 3 (0.31%) Bash
16 3 (0.31%) PL/SQL
17 2 (0.21%) Shell Script
17 2 (0.21%) VBA
18 1 (0.10%) C++
Qualifications
1 82 (8.47%) Degree
2 69 (7.13%) Azure Certification
3 45 (4.65%) AWS Certification
4 41 (4.24%) Microsoft Certification
5 21 (2.17%) Computer Science Degree
6 12 (1.24%) DBS Check
6 12 (1.24%) Master's Degree
7 10 (1.03%) SC Cleared
7 10 (1.03%) Security Cleared
8 8 (0.83%) DV Cleared
9 6 (0.62%) CIMA
10 3 (0.31%) MCP
10 3 (0.31%) MCSE
11 2 (0.21%) MCSA
12 1 (0.10%) IBM Certification
12 1 (0.10%) LPIC
12 1 (0.10%) Numerate Degree
Quality Assurance & Compliance
1 240 (24.79%) Data Quality
2 54 (5.58%) GDPR
3 9 (0.93%) QA
4 8 (0.83%) PSD2
5 6 (0.62%) California Consumer Privacy Act
6 5 (0.52%) Accessibility
7 3 (0.31%) PMO
8 2 (0.21%) SLA
9 1 (0.10%) HIPAA
9 1 (0.10%) ISO/IEC 27001
System Software
1 22 (2.27%) Docker
2 7 (0.72%) Active Directory
2 7 (0.72%) HDFS
3 1 (0.10%) Apache Flume
3 1 (0.10%) VMware Infrastructure
Systems Management
1 82 (8.47%) Kubernetes
1 82 (8.47%) Terraform
2 54 (5.58%) Prometheus
3 3 (0.31%) HP Fortify
4 2 (0.21%) Ansible
Vendors
1 252 (26.03%) Microsoft
2 235 (24.28%) Databricks
3 49 (5.06%) Google
4 28 (2.89%) Oracle
5 14 (1.45%) SAP
6 12 (1.24%) Alteryx
6 12 (1.24%) Teradata
7 9 (0.93%) Cloudera
8 8 (0.83%) Duck Creek
9 7 (0.72%) Adobe
10 6 (0.62%) Apple
11 5 (0.52%) Informatica
11 5 (0.52%) Talend
12 4 (0.41%) Cognos
12 4 (0.41%) OpenAI
13 3 (0.31%) CheckPoint
13 3 (0.31%) Citrix
13 3 (0.31%) IBM
13 3 (0.31%) SnapLogic
13 3 (0.31%) Veracode