Apache Spark Jobs in Glasgow

Apache Spark
Scotland > Glasgow

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 31 121 104
Rank change year-on-year +90 -17 -10
Permanent jobs citing Apache Spark 591 6 30
As % of all permanent jobs advertised in Glasgow 15.00% 0.38% 1.87%
As % of the Application Platforms category 58.81% 4.38% 12.61%
Number of salaries quoted 3 1 20
10th Percentile - - £48,375
25th Percentile £46,250 £71,250 £49,688
Median annual salary (50th Percentile) £47,500 £77,500 £60,000
Median % change year-on-year -38.71% +29.17% +26.32%
75th Percentile £48,750 £83,750 £71,875
90th Percentile - - £85,500
Scotland median annual salary £47,500 £60,000 £60,000
% change year-on-year -20.83% - -14.29%

All Application Platform Skills
Glasgow

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 1,005 137 238
As % of all permanent jobs advertised in Glasgow 25.51% 8.75% 14.81%
Number of salaries quoted 80 113 113
10th Percentile £31,250 £23,000 £31,306
25th Percentile £32,188 £30,000 £40,000
Median annual salary (50th Percentile) £47,500 £50,238 £52,500
Median % change year-on-year -5.45% -4.31% +31.25%
75th Percentile £53,750 £58,750 £66,250
90th Percentile £62,750 £71,250 £79,000
Scotland median annual salary £45,000 £50,000 £50,000
% change year-on-year -10.00% - +5.26%

Apache Spark
Job Vacancy Trend in Glasgow

Job postings citing Apache Spark as a proportion of all IT jobs advertised in Glasgow.

Job vacancy trend for Apache Spark in Glasgow

Apache Spark
Salary Trend in Glasgow

3-month moving average salary quoted in jobs citing Apache Spark in Glasgow.

Salary trend for Apache Spark in Glasgow

Apache Spark
Co-occurring Skills and Capabilities in Glasgow 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
1 114 (19.29%) Apache
2 104 (17.60%) Apache Airflow
3 1 (0.17%) SAS
Cloud Services
1 441 (74.62%) AWS
2 67 (11.34%) Amazon EKS
3 51 (8.63%) Amazon EC2
3 51 (8.63%) Amazon ECS
3 51 (8.63%) Amazon EMR
3 51 (8.63%) Amazon SQS
3 51 (8.63%) AWS Lambda
3 51 (8.63%) Serverless
4 5 (0.85%) Azure
5 4 (0.68%) GCP
6 3 (0.51%) Cloud Computing
6 3 (0.51%) Power Platform
7 1 (0.17%) Snowflake
Communications & Networking
1 18 (3.05%) DSL
Database & Business Intelligence
1 483 (81.73%) Big Data
2 349 (59.05%) NoSQL
3 234 (39.59%) Hadoop
4 131 (22.17%) Apache Hive
5 102 (17.26%) HBase
6 51 (8.63%) Electronic Patient Records
7 21 (3.55%) Data Lake
8 18 (3.05%) DB2
8 18 (3.05%) MongoDB
8 18 (3.05%) Tableau
9 16 (2.71%) Impala
10 10 (1.69%) Flink
11 4 (0.68%) SQL Server
12 3 (0.51%) PostgreSQL
12 3 (0.51%) Power BI
13 1 (0.17%) Data Warehouse
13 1 (0.17%) Relational Database
Development Applications
1 86 (14.55%) Bitbucket Server
1 86 (14.55%) Git
1 86 (14.55%) Jenkins
General
1 590 (99.83%) Inclusion and Diversity
2 587 (99.32%) Finance
2 587 (99.32%) Law
3 303 (51.27%) Marketing
4 271 (45.85%) Legal
5 161 (27.24%) Influencing Skills
6 72 (12.18%) Financial Institution
7 32 (5.41%) Banking
8 19 (3.21%) Investment Banking
9 18 (3.05%) Analytical Skills
10 13 (2.20%) Private Banking
11 1 (0.17%) Games
Job Titles
1 506 (85.62%) Software Engineer
2 377 (63.79%) Big Data Engineer
2 377 (63.79%) Big Data Software Engineer
3 209 (35.36%) Scala Engineer
3 209 (35.36%) Scala Software Engineer
4 192 (32.49%) Java Engineer
4 192 (32.49%) Java Software Engineer
5 190 (32.15%) Data Engineer
6 181 (30.63%) AWS Engineer
6 181 (30.63%) AWS Software Engineer
6 181 (30.63%) Lead
6 181 (30.63%) Lead Software Engineer
7 147 (24.87%) Lead Big Data Engineer
8 119 (20.14%) Java Scala Software Engineer
9 115 (19.46%) Python Engineer
9 115 (19.46%) Python Software Engineer
10 96 (16.24%) Lead Java Engineer
11 86 (14.55%) Senior
12 85 (14.38%) Senior Software Engineer
13 69 (11.68%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 122 (20.64%) PySpark
2 82 (13.87%) Spring
3 69 (11.68%) Kafka
4 53 (8.97%) Spring Boot
5 26 (4.40%) React
6 23 (3.89%) AngularJS
7 16 (2.71%) JPA
7 16 (2.71%) REST
Miscellaneous
1 193 (32.66%) Algorithms
2 184 (31.13%) Cloud Native
3 43 (7.28%) Legacy Code
4 35 (5.92%) Public Cloud
5 25 (4.23%) Management Information System
6 18 (3.05%) Product Ownership
7 13 (2.20%) Data Structures
8 10 (1.69%) Enterprise Software
9 7 (1.18%) Legacy Systems
10 1 (0.17%) Distributed Applications
10 1 (0.17%) Distributed Computing
Operating Systems
1 102 (17.26%) Unix
Processes & Methodologies
1 587 (99.32%) Software Engineering
2 578 (97.80%) Agile
3 533 (90.19%) SDLC
4 491 (83.08%) CI/CD
4 491 (83.08%) Operational Stability
5 281 (47.55%) Artificial Intelligence
5 281 (47.55%) Machine Learning
6 278 (47.04%) Risk Management
7 263 (44.50%) Community of Practice
8 230 (38.92%) Performance Tuning
9 203 (34.35%) Continuous Improvement
10 197 (33.33%) Visualisation
11 153 (25.89%) Decision-Making
12 146 (24.70%) Microservices
13 145 (24.53%) Problem-Solving
14 104 (17.60%) Test Automation
15 93 (15.74%) Coaching
16 92 (15.57%) Mentoring
17 87 (14.72%) TDD
18 86 (14.55%) Open Source
Programming Languages
1 454 (76.82%) Java
2 429 (72.59%) SQL
3 298 (50.42%) Scala
4 269 (45.52%) Python
5 104 (17.60%) PL/SQL
6 1 (0.17%) C++
6 1 (0.17%) R
Qualifications
1 13 (2.20%) Degree
Quality Assurance & Compliance
1 38 (6.43%) Data Quality
2 34 (5.75%) SLA
System Software
1 102 (17.26%) HDFS
Systems Management
1 86 (14.55%) Terraform
2 67 (11.34%) Kubernetes
Vendors
1 150 (25.38%) Databricks
2 86 (14.55%) Informatica
3 72 (12.18%) Cloudera
4 19 (3.21%) Oracle
5 18 (3.05%) Alteryx
5 18 (3.05%) Cognos
5 18 (3.05%) Sybase
6 3 (0.51%) Google
7 1 (0.17%) Microsoft
7 1 (0.17%) Teradata