Data Engineer Jobs in Scotland

Data Engineer
UK > Scotland

The median Data Engineer salary in Scotland is £67,000 per year, according to job vacancies posted during the 6 months leading to 26 July 2024.

The table below provides salary benchmarking and summary statistics, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 78 176 187
Rank change year-on-year +98 +11 -60
Permanent jobs requiring a Data Engineer 241 34 64
As % of all permanent jobs advertised in Scotland 4.23% 0.90% 1.05%
As % of the Job Titles category 4.36% 0.97% 1.12%
Number of salaries quoted 50 23 34
10th Percentile £37,261 £47,750 £32,875
25th Percentile £50,313 £50,000 £43,909
Median annual salary (50th Percentile) £67,000 £60,000 £57,500
Median % change year-on-year +11.67% +4.35% -
75th Percentile £80,000 £73,682 £66,875
90th Percentile £85,000 £78,543 £82,500
UK median annual salary £70,000 £70,000 £70,000
% change year-on-year - - +7.69%

All Permanent IT Job Vacancies
Scotland

For comparison with the information above, the following table provides summary statistics for all permanent IT job vacancies in Scotland. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

Permanent vacancies in Scotland with a recognized job title 5,531 3,496 5,710
% of permanent jobs with a recognized job title 97.07% 92.15% 93.76%
Number of salaries quoted 2,492 2,018 3,223
10th Percentile £30,000 £30,500 £30,000
25th Percentile £40,000 £40,000 £40,000
Median annual salary (50th Percentile) £52,000 £55,000 £55,000
Median % change year-on-year -5.45% - +15.79%
75th Percentile £66,250 £70,000 £70,000
90th Percentile £80,000 £82,500 £82,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +9.09%

Data Engineer
Job Vacancy Trend in Scotland

Job postings that featured Data Engineer in the job title as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Data Engineer in Scotland

Data Engineer
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Data Engineer in Scotland.

Salary trend for Data Engineer in Scotland

Data Engineer
Salary Histogram in Scotland

Salary distribution for jobs citing Data Engineer in Scotland over the 6 months to 26 July 2024.

Salary histogram for Data Engineer in Scotland

Data Engineer
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Engineer within the Scotland 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
Glasgow +53 195 £65,000 -2.99% 1
Edinburgh +42 30 £68,750 +25.00% 4
Aberdeen - 4 - -
Lanarkshire - 4 £80,000 -
Perthshire - 2 - -
West Lothian - 1 £35,000 -
Perth and Kinross - 1 £59,608 -
Data Engineer
UK

Data Engineer Skill Set
Top 30 Co-occurring Skills and Capabilities in Scotland

For the 6 months to 26 July 2024, Data Engineer job roles required the following skills and capabilities in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region featuring Data Engineer in the job title.

1 180 (74.69%) Inclusion and Diversity
2 179 (74.27%) Agile
3 178 (73.86%) Software Engineering
4 171 (70.95%) Finance
4 171 (70.95%) CI/CD
5 170 (70.54%) Law
6 163 (67.63%) Python
7 153 (63.49%) AWS
8 143 (59.34%) SDLC
9 142 (58.92%) Operational Stability
10 131 (54.36%) Big Data
10 131 (54.36%) Apache Spark
11 128 (53.11%) Legal
11 128 (53.11%) Community of Practice
12 115 (47.72%) Risk Management
13 106 (43.98%) Visualisation
14 100 (41.49%) Algorithms
15 96 (39.83%) PySpark
16 91 (37.76%) Continuous Improvement
17 88 (36.51%) Machine Learning
17 88 (36.51%) Artificial Intelligence
18 84 (34.85%) SQL
19 69 (28.63%) Cloud Native
20 64 (26.56%) Java
21 61 (25.31%) Apache Airflow
22 55 (22.82%) Azure
23 51 (21.16%) Data Modelling
24 50 (20.75%) GCP
25 48 (19.92%) Marketing
26 46 (19.09%) Mentoring

Data Engineer Skill Set
Co-occurring Skills and Capabilities in Scotland 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
1 131 (54.36%) Apache Spark
2 61 (25.31%) Apache Airflow
3 5 (2.07%) SAS
4 4 (1.66%) Apache
Applications
1 4 (1.66%) Microsoft Excel
Cloud Services
1 153 (63.49%) AWS
2 55 (22.82%) Azure
3 50 (20.75%) GCP
4 8 (3.32%) Azure Data Factory
4 8 (3.32%) Power Platform
5 5 (2.07%) Azure DevOps
5 5 (2.07%) Cloud Computing
5 5 (2.07%) SaaS
6 4 (1.66%) IaaS
6 4 (1.66%) PaaS
7 2 (0.83%) Fivetran
8 1 (0.41%) Snowflake
Communications & Networking
1 12 (4.98%) Network Security
2 2 (0.83%) LAN
2 2 (0.83%) WAN
3 1 (0.41%) Firewall
Database & Business Intelligence
1 131 (54.36%) Big Data
2 44 (18.26%) Apache Hive
3 42 (17.43%) Data Lake
4 41 (17.01%) Hadoop
5 35 (14.52%) Qlik Sense
6 31 (12.86%) NoSQL
7 30 (12.45%) HBase
8 20 (8.30%) Data Warehouse
9 16 (6.64%) SQL Server
10 14 (5.81%) Impala
11 10 (4.15%) BigQuery
11 10 (4.15%) Looker
12 8 (3.32%) Power BI
13 6 (2.49%) PostgreSQL
14 5 (2.07%) SQL Server Integration Services
15 4 (1.66%) Azure SQL Database
15 4 (1.66%) Tableau
16 2 (0.83%) Amazon Redshift
16 2 (0.83%) MySQL
16 2 (0.83%) Snowflake Schema
Development Applications
1 30 (12.45%) Bitbucket Server
1 30 (12.45%) Git
1 30 (12.45%) Jenkins
General
1 180 (74.69%) Inclusion and Diversity
2 171 (70.95%) Finance
3 170 (70.54%) Law
4 128 (53.11%) Legal
5 48 (19.92%) Marketing
6 21 (8.71%) Social Skills
7 9 (3.73%) Analytical Skills
8 4 (1.66%) Games
9 1 (0.41%) Electronics
9 1 (0.41%) Manufacturing
9 1 (0.41%) Retail
Libraries, Frameworks & Software Standards
1 96 (39.83%) PySpark
2 28 (11.62%) Kafka
3 21 (8.71%) Spring
3 21 (8.71%) Spring Boot
4 5 (2.07%) CSS
4 5 (2.07%) HTML
5 2 (0.83%) GraphQL
5 2 (0.83%) REST
5 2 (0.83%) SOAP
Miscellaneous
1 100 (41.49%) Algorithms
2 69 (28.63%) Cloud Native
3 35 (14.52%) Onboarding
4 21 (8.71%) Legacy Code
5 14 (5.81%) Public Cloud
6 10 (4.15%) Self-Motivation
7 8 (3.32%) Management Information System
8 6 (2.49%) Product Ownership
9 4 (1.66%) Data Structures
9 4 (1.66%) Hedge funds
10 3 (1.24%) Greenfield Project
11 2 (0.83%) Operational Technology
12 1 (0.41%) SCADA
12 1 (0.41%) Virtual Team
Operating Systems
1 30 (12.45%) Unix
2 5 (2.07%) Linux
Processes & Methodologies
1 179 (74.27%) Agile
2 178 (73.86%) Software Engineering
3 171 (70.95%) CI/CD
4 143 (59.34%) SDLC
5 142 (58.92%) Operational Stability
6 128 (53.11%) Community of Practice
7 115 (47.72%) Risk Management
8 106 (43.98%) Visualisation
9 91 (37.76%) Continuous Improvement
10 88 (36.51%) Artificial Intelligence
10 88 (36.51%) Machine Learning
11 51 (21.16%) Data Modelling
12 46 (19.09%) Mentoring
13 40 (16.60%) ETL
14 36 (14.94%) OO
15 35 (14.52%) Client Onboarding
15 35 (14.52%) KYC
16 34 (14.11%) Coaching
17 33 (13.69%) Analytics
18 32 (13.28%) Data Pipeline
Programming Languages
1 163 (67.63%) Python
2 84 (34.85%) SQL
3 64 (26.56%) Java
4 30 (12.45%) PL/SQL
5 16 (6.64%) Scala
6 7 (2.90%) JavaScript
7 4 (1.66%) R
8 2 (0.83%) Bash
8 2 (0.83%) PowerShell
8 2 (0.83%) Shell Script
9 1 (0.41%) C#
9 1 (0.41%) C++
9 1 (0.41%) Ruby
Qualifications
1 7 (2.90%) Computer Science Degree
1 7 (2.90%) Degree
Quality Assurance & Compliance
1 14 (5.81%) SLA
2 9 (3.73%) GDPR
3 8 (3.32%) Data Quality
4 4 (1.66%) QA
System Software
1 30 (12.45%) HDFS
Systems Management
1 30 (12.45%) Terraform
2 27 (11.20%) Kubernetes
Vendors
1 45 (18.67%) Databricks
2 35 (14.52%) Alteryx
3 30 (12.45%) Informatica
4 14 (5.81%) Google
5 9 (3.73%) Microsoft
6 5 (2.07%) Splunk
7 3 (1.24%) Oracle
8 1 (0.41%) Teradata