Data Engineer Jobs in Scotland

Data Engineer
UK > Scotland

The median Data Engineer salary in Scotland is £66,500 per year, according to job vacancies posted during the 6 months leading to 12 June 2024.

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

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 84 173 178
Rank change year-on-year +89 +5 -55
Permanent jobs requiring a Data Engineer 289 42 89
As % of all permanent jobs advertised in Scotland 4.23% 0.98% 1.40%
As % of the Job Titles category 4.36% 1.09% 1.47%
Number of salaries quoted 48 30 39
10th Percentile £46,250 £45,000 £32,500
25th Percentile £59,750 £49,063 £43,750
Median annual salary (50th Percentile) £66,500 £60,000 £53,000
Median % change year-on-year +10.83% +13.21% -7.83%
75th Percentile £80,000 £69,649 £66,250
90th Percentile £85,000 £77,715 £78,000
UK median annual salary £65,000 £70,000 £70,000
% change year-on-year -7.14% - +12.00%

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 6,634 3,842 6,038
% of permanent jobs with a recognized job title 97.00% 89.72% 95.28%
Number of salaries quoted 2,931 2,088 3,091
10th Percentile £27,750 £30,500 £30,000
25th Percentile £40,000 £41,250 £40,000
Median annual salary (50th Percentile) £52,000 £55,000 £55,000
Median % change year-on-year -5.45% - +15.79%
75th Percentile £65,000 £71,313 £68,750
90th Percentile £80,000 £84,056 £82,500
UK median annual salary £52,500 £60,000 £60,000
% change year-on-year -12.50% - +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 12 June 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 12 June 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 +58 248 £65,000 -2.99% 5
Edinburgh +27 25 £67,500 +22.73% 15
Aberdeen - 4 - - 2
Lanarkshire - 4 £80,000 - 1
Perthshire +5 2 - -
Data Engineer
UK

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

For the 6 months to 12 June 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.

1 224 (77.51%) Agile
2 223 (77.16%) Inclusion and Diversity
2 223 (77.16%) CI/CD
3 218 (75.43%) Software Engineering
4 216 (74.74%) Law
5 212 (73.36%) Finance
6 196 (67.82%) Python
7 186 (64.36%) AWS
8 179 (61.94%) Big Data
9 176 (60.90%) SDLC
10 175 (60.55%) Operational Stability
11 172 (59.52%) Apache Spark
12 161 (55.71%) Community of Practice
13 158 (54.67%) Legal
14 145 (50.17%) Risk Management
15 121 (41.87%) PySpark
16 120 (41.52%) Algorithms
17 119 (41.18%) Visualisation
18 116 (40.14%) Machine Learning
18 116 (40.14%) Artificial Intelligence
19 109 (37.72%) SQL
19 109 (37.72%) Continuous Improvement
20 98 (33.91%) Cloud Native
21 91 (31.49%) Java
22 79 (27.34%) Apache Airflow
23 70 (24.22%) Data Modelling
24 68 (23.53%) Azure
25 64 (22.15%) Marketing
26 61 (21.11%) Databricks
27 58 (20.07%) Data Lake

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
1 172 (59.52%) Apache Spark
2 79 (27.34%) Apache Airflow
3 4 (1.38%) Apache
4 1 (0.35%) SAS
Applications
1 4 (1.38%) Microsoft Excel
Cloud Services
1 186 (64.36%) AWS
2 68 (23.53%) Azure
3 54 (18.69%) GCP
4 10 (3.46%) Azure Data Factory
5 8 (2.77%) Azure DevOps
5 8 (2.77%) Power Platform
6 6 (2.08%) Cloud Computing
7 5 (1.73%) SaaS
8 4 (1.38%) IaaS
8 4 (1.38%) PaaS
9 2 (0.69%) Fivetran
10 1 (0.35%) Snowflake
Communications & Networking
1 10 (3.46%) DSL
2 8 (2.77%) Network Security
Database & Business Intelligence
1 179 (61.94%) Big Data
2 58 (20.07%) Data Lake
3 52 (17.99%) Hadoop
4 44 (15.22%) Apache Hive
5 39 (13.49%) Qlik Sense
6 32 (11.07%) NoSQL
7 30 (10.38%) HBase
8 19 (6.57%) Data Warehouse
9 15 (5.19%) SQL Server
10 14 (4.84%) Impala
11 12 (4.15%) Tableau
12 10 (3.46%) BigQuery
12 10 (3.46%) DB2
12 10 (3.46%) Looker
12 10 (3.46%) MongoDB
13 8 (2.77%) Power BI
14 6 (2.08%) PostgreSQL
15 5 (1.73%) SQL Server Integration Services
16 4 (1.38%) Azure SQL Database
17 3 (1.04%) Delta Lake
Development Applications
1 30 (10.38%) Bitbucket Server
1 30 (10.38%) Git
1 30 (10.38%) Jenkins
General
1 223 (77.16%) Inclusion and Diversity
2 216 (74.74%) Law
3 212 (73.36%) Finance
4 158 (54.67%) Legal
5 64 (22.15%) Marketing
6 19 (6.57%) Analytical Skills
7 17 (5.88%) Social Skills
8 10 (3.46%) Banking
8 10 (3.46%) Financial Institution
8 10 (3.46%) Investment Banking
9 4 (1.38%) Games
Libraries, Frameworks & Software Standards
1 121 (41.87%) PySpark
2 50 (17.30%) Kafka
3 34 (11.76%) Spring
3 34 (11.76%) Spring Boot
4 3 (1.04%) CSS
4 3 (1.04%) HTML
5 2 (0.69%) GraphQL
5 2 (0.69%) REST
5 2 (0.69%) SOAP
Miscellaneous
1 120 (41.52%) Algorithms
2 98 (33.91%) Cloud Native
3 40 (13.84%) Onboarding
4 34 (11.76%) Legacy Code
5 24 (8.30%) Public Cloud
6 17 (5.88%) Management Information System
7 16 (5.54%) Product Ownership
8 10 (3.46%) Self-Motivation
9 8 (2.77%) Virtual Team
10 4 (1.38%) Data Structures
10 4 (1.38%) Hedge funds
11 2 (0.69%) Greenfield Project
Operating Systems
1 30 (10.38%) Unix
2 3 (1.04%) Linux
Processes & Methodologies
1 224 (77.51%) Agile
2 223 (77.16%) CI/CD
3 218 (75.43%) Software Engineering
4 176 (60.90%) SDLC
5 175 (60.55%) Operational Stability
6 161 (55.71%) Community of Practice
7 145 (50.17%) Risk Management
8 119 (41.18%) Visualisation
9 116 (40.14%) Artificial Intelligence
9 116 (40.14%) Machine Learning
10 109 (37.72%) Continuous Improvement
11 70 (24.22%) Data Modelling
12 51 (17.65%) Mentoring
13 43 (14.88%) Analytics
14 42 (14.53%) Data Pipeline
15 40 (13.84%) Client Onboarding
15 40 (13.84%) Coaching
15 40 (13.84%) KYC
15 40 (13.84%) OO
15 40 (13.84%) Test Automation
Programming Languages
1 196 (67.82%) Python
2 109 (37.72%) SQL
3 91 (31.49%) Java
4 40 (13.84%) PL/SQL
5 26 (9.00%) Scala
6 5 (1.73%) JavaScript
7 4 (1.38%) R
8 1 (0.35%) C#
8 1 (0.35%) C++
8 1 (0.35%) Ruby
Qualifications
1 7 (2.42%) Computer Science Degree
1 7 (2.42%) Degree
Quality Assurance & Compliance
1 24 (8.30%) SLA
2 9 (3.11%) Data Quality
2 9 (3.11%) GDPR
3 6 (2.08%) QA
System Software
1 30 (10.38%) HDFS
Systems Management
1 49 (16.96%) Kubernetes
2 30 (10.38%) Terraform
Vendors
1 61 (21.11%) Databricks
2 49 (16.96%) Alteryx
3 30 (10.38%) Informatica
4 14 (4.84%) Google
5 13 (4.50%) Oracle
6 11 (3.81%) Microsoft
7 10 (3.46%) Cognos
7 10 (3.46%) Sybase
8 3 (1.04%) Splunk
9 1 (0.35%) Teradata