Pandas Jobs in Manchester

Pandas
North West > Manchester

The table below provides summary statistics for permanent job vacancies advertised in Manchester requiring Pandas skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Pandas over the 6 months leading up to 2 May 2025, comparing them to the same period in the previous two years.

6 months to
2 May 2025
Same period 2024 Same period 2023
Rank 146 216 230
Rank change year-on-year +70 +14 +15
Permanent jobs citing Pandas 3 2 10
As % of all permanent jobs advertised in Manchester 0.14% 0.039% 0.20%
As % of the Libraries, Frameworks & Software Standards category 0.59% 0.16% 0.55%
Number of salaries quoted 3 2 3
10th Percentile £67,000 £43,750 £54,000
25th Percentile £73,750 £45,625 £58,125
Median annual salary (50th Percentile) £90,000 £52,500 £70,000
Median % change year-on-year +71.43% -25.00% -
75th Percentile £95,000 £60,625 £80,000
90th Percentile - £63,250 £83,000
North West median annual salary £90,000 £52,500 £61,250
% change year-on-year +71.43% -14.29% -12.50%

All Software Libraries and Frameworks
Manchester

Pandas falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in Manchester.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 510 1,214 1,805
As % of all permanent jobs advertised in Manchester 23.74% 23.73% 36.34%
Number of salaries quoted 417 939 880
10th Percentile £41,366 £40,000 £42,500
25th Percentile £52,500 £45,000 £48,750
Median annual salary (50th Percentile) £65,000 £60,000 £60,000
Median % change year-on-year +8.33% - +9.09%
75th Percentile £77,500 £72,500 £73,750
90th Percentile £93,778 £82,500 £85,000
North West median annual salary £60,000 £56,500 £57,500
% change year-on-year +6.19% -1.74% +4.55%

Pandas
Job Vacancy Trend in Manchester

Job postings citing Pandas as a proportion of all IT jobs advertised in Manchester.

Job vacancy trend for Pandas in Manchester

Pandas
Salary Trend in Manchester

3-month moving average salary quoted in jobs citing Pandas in Manchester.

Salary trend for Pandas in Manchester

Pandas
Salary Histogram in Manchester

Salary distribution for jobs citing Pandas in Manchester over the 6 months to 2 May 2025.

Salary histogram for Pandas in Manchester

Pandas
Co-occurring Skills and Capabilities in Manchester 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 1 (33.33%) Apache
1 1 (33.33%) Apache Airflow
1 1 (33.33%) Apache Spark
Database & Business Intelligence
1 2 (66.67%) NoSQL
2 1 (33.33%) Apache Zeppelin
2 1 (33.33%) Big Data
2 1 (33.33%) MySQL
2 1 (33.33%) PostgreSQL
2 1 (33.33%) Relational Database
2 1 (33.33%) SQL Server
Development Applications
1 3 (100.00%) Jenkins
2 2 (66.67%) Atlassian Bamboo
2 2 (66.67%) Bitbucket
2 2 (66.67%) Git
2 2 (66.67%) JMeter
2 2 (66.67%) LoadRunner
2 2 (66.67%) NeoLoad
2 2 (66.67%) REST Assured
2 2 (66.67%) Selenium
2 2 (66.67%) WebDriver
3 1 (33.33%) Octopus Deploy
3 1 (33.33%) TeamCity
General
1 2 (66.67%) Analytical Skills
1 2 (66.67%) Finance
1 2 (66.67%) Social Skills
Job Titles
1 2 (66.67%) Automation Engineer
1 2 (66.67%) Lead
1 2 (66.67%) QA Automation Engineer
1 2 (66.67%) QA Engineer
1 2 (66.67%) QA Leader
2 1 (33.33%) Data Engineer
2 1 (33.33%) Senior
2 1 (33.33%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (66.67%) Kafka
1 2 (66.67%) NumPy
Processes & Methodologies
1 3 (100.00%) CI/CD
1 3 (100.00%) Problem-Solving
2 2 (66.67%) Agile
2 2 (66.67%) API Testing
2 2 (66.67%) BDD
2 2 (66.67%) Code Quality
2 2 (66.67%) DevOps
2 2 (66.67%) Event-Driven
2 2 (66.67%) Mentoring
2 2 (66.67%) Performance Testing
2 2 (66.67%) Test Automation
2 2 (66.67%) Test Strategy
2 2 (66.67%) Validation
2 2 (66.67%) Workflow
3 1 (33.33%) Continuous Improvement
3 1 (33.33%) Customer-Centricity
3 1 (33.33%) Data Engineering
3 1 (33.33%) ETL
3 1 (33.33%) SDLC
3 1 (33.33%) Software Engineering
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) SQL
2 1 (33.33%) Scala
Quality Assurance & Compliance
1 2 (66.67%) QA
System Software
1 2 (66.67%) Docker
Systems Management
1 3 (100.00%) Kubernetes