Data Analysis Job Trends in Havering

Data Analysis
East London > Havering

The table below provides summary statistics and salary benchmarking for jobs advertised in Havering requiring Data Analysis skills. It covers permanent job vacancies from the 6 months leading up to 25 April 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 21 - 12
Rank change year-on-year - - +6
Permanent jobs citing Data Analysis 2 0 3
As % of all permanent jobs in Havering 2.35% - 7.89%
As % of the Processes & Methodologies category 3.17% - 9.09%
Number of salaries quoted 1 0 3
10th Percentile - - -
25th Percentile £35,000 - -
Median annual salary (50th Percentile) £40,000 - £46,000
Median % change year-on-year - - +19.48%
75th Percentile £45,000 - -
90th Percentile - - -
East London median annual salary £40,000 £47,500 £46,000
% change year-on-year -15.79% +3.26% +19.48%

All Process & Methodology Skills
Havering

Data Analysis falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Havering.

Permanent vacancies with a requirement for process or methodology skills 63 32 33
As % of all permanent jobs advertised in Havering 74.12% 100.00% 86.84%
Number of salaries quoted 11 0 31
10th Percentile £28,250 - -
25th Percentile £33,125 - £27,965
Median annual salary (50th Percentile) £50,000 - £33,500
Median % change year-on-year - - -12.99%
75th Percentile - - £47,767
90th Percentile - - £53,750
East London median annual salary £70,000 £65,000 £48,036
% change year-on-year +7.69% +35.32% -16.46%

Data Analysis
Job Vacancy Trend in Havering

Historical trend showing the proportion of permanent IT job postings citing Data Analysis relative to all permanent IT jobs advertised in Havering.

Data Analysis job vacancy trend in Havering

Data Analysis
Salary Trend in Havering

Salary distribution trend for jobs in Havering citing Data Analysis.

Salary distribution trend for jobs in Havering citing Data Analysis

Data Analysis
Job Locations in Havering

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Havering region over the 6 months to 25 April 2026. 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
Romford - 2 £40,000 - 1
Data Analysis
East London

Data Analysis
Co-Occurring Skills & Capabilities in Havering by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (50.00%) Apache
1 1 (50.00%) Apache Airflow
1 1 (50.00%) Apache Spark
Applications
1 1 (50.00%) Microsoft Excel
1 1 (50.00%) MS Visio
Cloud Services
1 1 (50.00%) Amazon S3
1 1 (50.00%) AWS
1 1 (50.00%) OpenShift
Database & Business Intelligence
1 2 (100.00%) Tableau
2 1 (50.00%) Apache Hive
2 1 (50.00%) Data Mining
2 1 (50.00%) Impala
2 1 (50.00%) Oracle Database
2 1 (50.00%) Parquet
2 1 (50.00%) Spark SQL
Development Applications
1 1 (50.00%) Git
1 1 (50.00%) IBM UrbanCode
General
1 2 (100.00%) Analytical Skills
1 2 (100.00%) Finance
2 1 (50.00%) Banking
2 1 (50.00%) Investment Banking
Job Titles
1 2 (100.00%) Analyst
2 1 (50.00%) Banking Analyst
2 1 (50.00%) Business Analyst
2 1 (50.00%) Data Analyst
2 1 (50.00%) Data Business Analyst
2 1 (50.00%) Investment Banking Business Analyst
2 1 (50.00%) Trainee
2 1 (50.00%) Trainee Analyst
2 1 (50.00%) Trainee Data Analyst
2 1 (50.00%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 1 (50.00%) Pandas
1 1 (50.00%) PySpark
Processes & Methodologies
1 2 (100.00%) Analytics
1 2 (100.00%) Data Analytics
2 1 (50.00%) Agile
2 1 (50.00%) AI
2 1 (50.00%) Attestation
2 1 (50.00%) Business Analysis
2 1 (50.00%) CI/CD
2 1 (50.00%) Data Governance
2 1 (50.00%) Data Pipeline
2 1 (50.00%) Data Transformation
2 1 (50.00%) Data Validation
2 1 (50.00%) ETL
2 1 (50.00%) Performance Tuning
2 1 (50.00%) Project Management
2 1 (50.00%) Root Cause Analysis
2 1 (50.00%) Runbook
2 1 (50.00%) Scrum
2 1 (50.00%) Translating Business Requirements
2 1 (50.00%) User Acceptance Testing
2 1 (50.00%) Validation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) SQL
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Vendors
1 1 (50.00%) Microsoft
1 1 (50.00%) Oracle
1 1 (50.00%) Red Hat