Pandas Jobs in the UK excluding London

Pandas
UK > UK excluding London

The following table provides summary statistics for permanent job vacancies advertised in the UK excluding London with a requirement for Pandas skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pandas over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 637 615 769
Rank change year-on-year -22 +154 -133
Permanent jobs citing Pandas 131 121 77
As % of all permanent jobs advertised in the UK excluding London 0.17% 0.21% 0.10%
As % of the Libraries, Frameworks & Software Standards category 0.89% 0.81% 0.32%
Number of salaries quoted 61 90 50
10th Percentile £40,000 £26,250 -
25th Percentile £46,306 £47,500 £50,000
Median annual salary (50th Percentile) £70,576 £58,750 £65,000
Median % change year-on-year +20.13% -9.62% +23.81%
75th Percentile £85,000 £74,375 £77,500
90th Percentile £96,539 £101,625 £80,250
UK median annual salary £115,000 £82,500 £87,500
% change year-on-year +39.39% -5.71% +25.00%

All Software Libraries and Frameworks
UK excluding London

Pandas is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the UK excluding London with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 14,689 14,937 24,257
As % of all permanent jobs advertised in the UK excluding London 19.33% 26.42% 32.80%
Number of salaries quoted 10,566 8,725 14,408
10th Percentile £33,750 £36,250 £34,500
25th Percentile £42,500 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £57,500 £55,000
Median % change year-on-year -4.35% +4.55% +10.00%
75th Percentile £68,750 £72,500 £70,000
90th Percentile £80,000 £85,000 £82,500
UK median annual salary £60,000 £67,500 £64,500
% change year-on-year -11.11% +4.65% +17.27%

Pandas
Job Vacancy Trend in the UK excluding London

Job postings citing Pandas as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Pandas in the UK excluding London

Pandas
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Pandas in the UK excluding London.

Salary trend for Pandas in the UK excluding London

Pandas
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Pandas in the UK excluding London over the 6 months to 1 June 2024.

Salary histogram for Pandas in the UK excluding London

Pandas
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the UK excluding London region over the 6 months to 1 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
Scotland -5 65 £70,576 -8.93% 2
South West -12 32 £65,000 +13.04% 4
North of England +40 14 £70,576 +15.23% 2
Midlands -20 12 £73,000 +39.05% 1
West Midlands -24 8 £73,000 +39.05%
Yorkshire - 8 £77,788 - 1
South East -45 6 £78,750 +12.50% 7
North West -6 5 £45,000 -26.53% 1
East Midlands -15 4 - - 1
East of England -10 2 £80,001 +6.67% 3
North East - 1 £75,000 -
Pandas
UK

Pandas
Co-occurring Skills and Capabilities in the UK excluding London 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 13 (9.92%) Apache
2 12 (9.16%) Apache Spark
3 11 (8.40%) Apache Airflow
4 7 (5.34%) SAS
5 6 (4.58%) Luigi
Cloud Services
1 19 (14.50%) AWS
2 12 (9.16%) AWS Lambda
2 12 (9.16%) GCP
2 12 (9.16%) Serverless
3 9 (6.87%) Azure
3 9 (6.87%) Snowflake
4 8 (6.11%) Amazon S3
5 7 (5.34%) GitHub
6 5 (3.82%) dbt
7 4 (3.05%) Amazon ECS
7 4 (3.05%) Amazon Kinesis
7 4 (3.05%) Amazon SageMaker
7 4 (3.05%) Amazon SQS
7 4 (3.05%) AWS CloudFormation
7 4 (3.05%) AWS CodeBuild
7 4 (3.05%) AWS CodePipeline
7 4 (3.05%) Datadog
7 4 (3.05%) Power Platform
7 4 (3.05%) SaaS
8 3 (2.29%) AWS CloudTrail
Database & Business Intelligence
1 62 (47.33%) NoSQL
2 11 (8.40%) Tableau
3 9 (6.87%) Amazon Redshift
3 9 (6.87%) Big Data
4 7 (5.34%) PostgreSQL
4 7 (5.34%) QlikView
4 7 (5.34%) Redis
5 6 (4.58%) Bigtable
5 6 (4.58%) CouchDB
5 6 (4.58%) Elasticsearch
5 6 (4.58%) RethinkDB
6 5 (3.82%) Data Lake
6 5 (3.82%) Delta Lake
6 5 (3.82%) DynamoDB
7 4 (3.05%) Data Warehouse
7 4 (3.05%) MySQL
7 4 (3.05%) Power BI
8 3 (2.29%) Apache Cassandra
9 2 (1.53%) Electronic Patient Records
9 2 (1.53%) Relational Database
Development Applications
1 8 (6.11%) Git
2 4 (3.05%) Gradle
3 3 (2.29%) Octopus Deploy
General
1 94 (71.76%) Finance
2 67 (51.15%) Law
3 64 (48.85%) Inclusion and Diversity
3 64 (48.85%) Marketing
4 57 (43.51%) Financial Institution
5 21 (16.03%) Social Skills
6 19 (14.50%) Banking
7 13 (9.92%) Analytical Skills
8 7 (5.34%) Legal
9 4 (3.05%) Public Sector
10 2 (1.53%) Back Office
11 1 (0.76%) Retail
Job Titles
1 57 (43.51%) Engineering Manager
1 57 (43.51%) Software Engineering Manager
2 37 (28.24%) Data Scientist
3 22 (16.79%) Senior
4 19 (14.50%) Senior Data Scientist
5 13 (9.92%) Data Engineer
5 13 (9.92%) Lead
6 10 (7.63%) Junior
7 9 (6.87%) Analyst
7 9 (6.87%) Lead Data Scientist
8 8 (6.11%) Data Analyst
8 8 (6.11%) Developer
8 8 (6.11%) Senior Data Engineer
9 7 (5.34%) Financial Analyst
10 6 (4.58%) Junior Data Scientist
11 4 (3.05%) Full Stack Developer
11 4 (3.05%) Junior Full Stack Developer
11 4 (3.05%) Junior Software Developer
11 4 (3.05%) Python Developer
11 4 (3.05%) Python Engineer
Libraries, Frameworks & Software Standards
1 81 (61.83%) NumPy
2 13 (9.92%) PySpark
2 13 (9.92%) XGBoost
3 12 (9.16%) PyTorch
4 11 (8.40%) scikit-learn
5 9 (6.87%) SpaCy
5 9 (6.87%) TensorFlow
6 8 (6.11%) Flask
7 6 (4.58%) Keras
7 6 (4.58%) SQLAlchemy
8 5 (3.82%) Statsmodels
8 5 (3.82%) Tkinter
9 4 (3.05%) AWS CDK
9 4 (3.05%) Django
9 4 (3.05%) FastAPI
9 4 (3.05%) Hugging Face
9 4 (3.05%) LangChain
9 4 (3.05%) React
10 2 (1.53%) ActiveMQ
10 2 (1.53%) SciPy
Miscellaneous
1 57 (43.51%) Cloud Native
1 57 (43.51%) Market Risk
2 21 (16.03%) Data Structures
3 6 (4.58%) Algorithms
3 6 (4.58%) Reinsurance
4 2 (1.53%) Distributed Computing
5 1 (0.76%) Enterprise Software
5 1 (0.76%) iPad
5 1 (0.76%) LIMS
5 1 (0.76%) Renewable Energy
5 1 (0.76%) Team-Oriented Environment
Operating Systems
1 5 (3.82%) Linux
Processes & Methodologies
1 89 (67.94%) Agile
2 74 (56.49%) Computer Science
3 68 (51.91%) Mathematics
4 67 (51.15%) CI/CD
5 66 (50.38%) Software Engineering
6 61 (46.56%) Machine Learning
7 57 (43.51%) Continuous Delivery
7 57 (43.51%) SDLC
8 53 (40.46%) Data Science
9 34 (25.95%) Artificial Intelligence
9 34 (25.95%) Natural Language Processing
10 26 (19.85%) Data Pipeline
10 26 (19.85%) LLM
11 24 (18.32%) Decision-Making
12 23 (17.56%) Statistical Modelling
13 21 (16.03%) Decision Tree
13 21 (16.03%) Random Forest
13 21 (16.03%) Use Case
14 19 (14.50%) Analytics
15 16 (12.21%) Deep Learning
Programming Languages
1 131 (100.00%) Python
2 108 (82.44%) SQL
3 5 (3.82%) Bash
4 4 (3.05%) C#
4 4 (3.05%) Java
4 4 (3.05%) JavaScript
4 4 (3.05%) Shell Script
5 1 (0.76%) R
Qualifications
1 20 (15.27%) Degree
2 11 (8.40%) Computer Science Degree
3 6 (4.58%) PhD
4 5 (3.82%) Master's Degree
5 3 (2.29%) Security Cleared
6 2 (1.53%) Numerate Degree
7 1 (0.76%) DV Cleared
Quality Assurance & Compliance
1 6 (4.58%) Data Quality
System Software
1 5 (3.82%) Docker
Systems Management
1 3 (2.29%) Kubernetes
1 3 (2.29%) Terraform
Vendors
1 9 (6.87%) Databricks
2 7 (5.34%) Alteryx
2 7 (5.34%) Google
2 7 (5.34%) IBM
3 6 (4.58%) Dataiku
4 4 (3.05%) Splunk
5 3 (2.29%) SnapLogic
6 1 (0.76%) Microsoft
6 1 (0.76%) Oracle
6 1 (0.76%) SAP
6 1 (0.76%) Vertica