Apache Iceberg Contracts with Hybrid/Remote/WFH Options

Apache Iceberg
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work requiring Apache Iceberg skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Apache Iceberg over the 6 months leading up to 18 June 2025, comparing them to the same period in the previous two years.

6 months to
18 Jun 2025
Same period 2024 Same period 2023
Rank 207 182 450
Rank change year-on-year -25 +268 -
Contract jobs citing Apache Iceberg 98 166 3
As % of all contract jobs with a WFH option 1.00% 1.12% 0.013%
As % of the Database & Business Intelligence category 4.80% 5.66% 0.068%
Number of daily rates quoted 96 166 3
10th Percentile - £688 -
25th Percentile £675 £750 £538
Median daily rate (50th Percentile) £775 £800 £575
Median % change year-on-year -3.13% +39.13% -
75th Percentile £875 £888 £638
90th Percentile - - £653
UK median daily rate £775 £800 £600
% change year-on-year -3.13% +33.33% -36.84%

All Database and Business Intelligence Skills
Work from Home

Apache Iceberg falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies with remote or hybrid options requiring database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 2,040 2,934 4,425
As % of all contract jobs with a WFH option 20.90% 19.86% 18.59%
Number of daily rates quoted 1,415 2,142 3,226
10th Percentile £363 £358 £386
25th Percentile £425 £425 £450
Median daily rate (50th Percentile) £525 £510 £525
Median % change year-on-year +2.94% -2.86% -2.33%
75th Percentile £653 £650 £650
90th Percentile £825 £800 £750
UK median daily rate £515 £525 £540
% change year-on-year -1.90% -2.78% -1.82%
Number of hourly rates quoted 24 38 81
10th Percentile £21.02 £18.40 £22.50
25th Percentile £25.99 £22.34 £40.00
Median hourly rate £35.00 £38.75 £64.00
Median % change year-on-year -9.68% -39.45% +34.74%
75th Percentile £70.63 £56.88 £73.75
90th Percentile £85.25 £72.50 £82.50
UK median hourly rate £35.00 £40.00 £58.59
% change year-on-year -12.50% -31.73% +34.95%

Apache Iceberg
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Apache Iceberg as a proportion of all IT jobs advertised.

Apache Iceberg trend for jobs with Hybrid/Remote/WFH options

Apache Iceberg
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Apache Iceberg.

Apache Iceberg daily rate for jobs with a WFH option

Apache Iceberg
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Apache Iceberg over the 6 months to 18 June 2025.

Apache Iceberg daily rate histogram for jobs with a WFH option

Apache Iceberg
Co-occurring Skills and Capabilities with WFH Options 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 95 (96.94%) Apache Airflow
2 62 (63.27%) Apache
3 18 (18.37%) Apache Spark
4 1 (1.02%) nginx
Cloud Services
1 98 (100.00%) AWS
2 95 (96.94%) dbt
3 43 (43.88%) GCP
4 39 (39.80%) Snowflake
5 22 (22.45%) Amazon ECS
6 17 (17.35%) AWS Lambda
6 17 (17.35%) OpenShift
6 17 (17.35%) Serverless
7 9 (9.18%) Dagster
8 5 (5.10%) Amazon EC2
8 5 (5.10%) Amazon EKS
9 4 (4.08%) Azure
10 2 (2.04%) Amazon S3
10 2 (2.04%) GitHub
11 1 (1.02%) AWS CloudFormation
11 1 (1.02%) AWS Control Tower
11 1 (1.02%) GitHub Actions
Communications & Networking
1 1 (1.02%) Firewall
1 1 (1.02%) HTTP
1 1 (1.02%) Reverse Proxy
1 1 (1.02%) TCP/IP
Database & Business Intelligence
1 96 (97.96%) Amazon Athena
2 94 (95.92%) Dremio
3 90 (91.84%) Apache Arrow
4 53 (54.08%) Apache Ignite
5 36 (36.73%) Data Lake
6 30 (30.61%) PostgreSQL
7 2 (2.04%) Parquet
8 1 (1.02%) Apache Hive
8 1 (1.02%) Delta Lake
8 1 (1.02%) Hadoop
8 1 (1.02%) Presto
8 1 (1.02%) Star Schema
8 1 (1.02%) Tableau
Development Applications
1 17 (17.35%) Artifactory
2 2 (2.04%) Git
2 2 (2.04%) GitLab
3 1 (1.02%) Jenkins
3 1 (1.02%) Poetry
3 1 (1.02%) Travis CI
General
1 94 (95.92%) Finance
1 94 (95.92%) Front Office
2 43 (43.88%) Banking
3 39 (39.80%) Investment Banking
4 1 (1.02%) Social Skills
Job Titles
1 93 (94.90%) AWS Engineer
2 73 (74.49%) AWS Software Engineer
2 73 (74.49%) Python Engineer
2 73 (74.49%) Software Engineer
3 52 (53.06%) Python Software Engineer
4 47 (47.96%) Java Engineer
4 47 (47.96%) Java Software Engineer
5 42 (42.86%) AWS Developer
5 42 (42.86%) Developer
5 42 (42.86%) Developer/Software Engineer
6 30 (30.61%) Senior
7 29 (29.59%) Senior Java Engineer
7 29 (29.59%) Senior Java Software Engineer
7 29 (29.59%) Senior Software Engineer
8 26 (26.53%) Python Developer
9 23 (23.47%) Data Engineer
10 18 (18.37%) AWS DevOps
10 18 (18.37%) AWS DevOps Engineer
10 18 (18.37%) DevOps Engineer
11 16 (16.33%) Java Software Developer
Libraries, Frameworks & Software Standards
1 69 (70.41%) NumPy
1 69 (70.41%) Pandas
1 69 (70.41%) SciPy
2 36 (36.73%) gRPC
2 36 (36.73%) Protocol Buffers
3 35 (35.71%) PySpark
3 35 (35.71%) React
4 34 (34.69%) AngularJS
4 34 (34.69%) Node.js
4 34 (34.69%) Vue
5 17 (17.35%) J2EE
5 17 (17.35%) Kafka
6 5 (5.10%) Redux
7 1 (1.02%) Dask
7 1 (1.02%) Elastic Stack
7 1 (1.02%) Jinja
7 1 (1.02%) LAPP Stack
7 1 (1.02%) Plotly
7 1 (1.02%) pytest
Miscellaneous
1 73 (74.49%) Fixed Income
2 62 (63.27%) Equities
2 62 (63.27%) Foreign Exchange (FX)
3 39 (39.80%) Derivative
3 39 (39.80%) Hedge funds
4 26 (26.53%) Pricing Data
Operating Systems
1 1 (1.02%) Linux
Processes & Methodologies
1 96 (97.96%) Agile
2 94 (95.92%) Asset Management
2 94 (95.92%) Software Engineering
3 64 (65.31%) Investment Management
4 38 (38.78%) Fintech
5 34 (34.69%) Performance Attribution
6 29 (29.59%) Order Management
6 29 (29.59%) Risk Management
7 22 (22.45%) Data Engineering
8 21 (21.43%) CI/CD
9 19 (19.39%) DevOps
10 18 (18.37%) Site Reliability Engineering
11 17 (17.35%) Open Source
12 8 (8.16%) Data Management
13 6 (6.12%) Migration
14 5 (5.10%) Analytics
14 5 (5.10%) Credit Risk Analysis
15 4 (4.08%) Infrastructure as Code
16 3 (3.06%) Test Automation
17 2 (2.04%) User Acceptance Testing
Programming Languages
1 86 (87.76%) Python
2 72 (73.47%) Java
3 66 (67.35%) TypeScript
4 65 (66.33%) JavaScript
5 17 (17.35%) Go
6 12 (12.24%) SQL
7 1 (1.02%) Bash
7 1 (1.02%) R
7 1 (1.02%) Ruby
Qualifications
1 3 (3.06%) SC Cleared
1 3 (3.06%) Security Cleared
Quality Assurance & Compliance
1 1 (1.02%) QA
System Software
1 19 (19.39%) Docker
Systems Management
1 20 (20.41%) Kubernetes
1 20 (20.41%) Terraform
2 1 (1.02%) Ansible
2 1 (1.02%) Grafana
2 1 (1.02%) Progress Chef
2 1 (1.02%) Prometheus
2 1 (1.02%) Puppet
Vendors
1 1 (1.02%) TOWER Software