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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 194 257 473
Rank change year-on-year +63 +216 -
Contract jobs citing Apache Iceberg 110 88 4
As % of all contract jobs with a WFH option 1.11% 0.57% 0.015%
As % of the Database & Business Intelligence category 5.24% 3.02% 0.081%
Number of daily rates quoted 108 88 4
10th Percentile £623 £700 -
25th Percentile £675 £750 £538
Median daily rate (50th Percentile) £775 £800 £600
Median % change year-on-year -3.13% +33.33% -
75th Percentile £875 £888 £666
90th Percentile £888 - £671
UK median daily rate £775 £800 £625
% change year-on-year -3.13% +28.00% -

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 2,098 2,911 4,942
As % of all contract jobs with a WFH option 21.18% 18.97% 19.11%
Number of daily rates quoted 1,488 2,137 3,601
10th Percentile £363 £356 £386
25th Percentile £425 £425 £450
Median daily rate (50th Percentile) £525 £513 £525
Median % change year-on-year +2.44% -2.38% -
75th Percentile £675 £650 £650
90th Percentile £838 £750 £750
UK median daily rate £525 £525 £540
% change year-on-year - -2.78% -1.64%
Number of hourly rates quoted 21 37 79
10th Percentile £22.50 £20.06 £22.16
25th Percentile £30.00 £22.61 £43.57
Median hourly rate £63.00 £40.00 £66.00
Median % change year-on-year +57.50% -39.39% +46.67%
75th Percentile £66.00 £61.50 £75.00
90th Percentile £92.50 £70.25 £85.00
UK median hourly rate £32.96 £40.00 £60.00
% change year-on-year -17.60% -33.33% +41.18%

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 1 May 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
1 104 (94.55%) Apache Airflow
2 79 (71.82%) Apache
3 32 (29.09%) Apache Spark
4 4 (3.64%) nginx
5 2 (1.82%) Confluence
Cloud Services
1 110 (100.00%) AWS
2 104 (94.55%) dbt
3 53 (48.18%) GCP
4 45 (40.91%) Amazon ECS
5 39 (35.45%) Snowflake
6 28 (25.45%) AWS Lambda
6 28 (25.45%) OpenShift
6 28 (25.45%) Serverless
7 26 (23.64%) Dagster
8 17 (15.45%) Amazon EC2
8 17 (15.45%) Amazon EKS
9 9 (8.18%) Azure
10 4 (3.64%) AWS CloudFormation
11 2 (1.82%) Amazon S3
11 2 (1.82%) Apigee
11 2 (1.82%) GitHub
12 1 (0.91%) AWS Control Tower
12 1 (0.91%) GitHub Actions
Communications & Networking
1 4 (3.64%) Firewall
1 4 (3.64%) HTTP
1 4 (3.64%) Reverse Proxy
1 4 (3.64%) TCP/IP
Database & Business Intelligence
1 105 (95.45%) Amazon Athena
2 103 (93.64%) Dremio
3 92 (83.64%) Apache Arrow
4 68 (61.82%) Apache Ignite
5 41 (37.27%) Data Lake
6 20 (18.18%) PostgreSQL
7 5 (4.55%) Parquet
8 4 (3.64%) Apache Hive
8 4 (3.64%) Hadoop
8 4 (3.64%) Presto
9 1 (0.91%) Delta Lake
9 1 (0.91%) Star Schema
9 1 (0.91%) Tableau
Development Applications
1 28 (25.45%) Artifactory
2 5 (4.55%) Git
2 5 (4.55%) GitLab
3 4 (3.64%) Poetry
4 1 (0.91%) Jenkins
4 1 (0.91%) Travis CI
General
1 103 (93.64%) Finance
1 103 (93.64%) Front Office
2 48 (43.64%) Banking
3 37 (33.64%) Investment Banking
4 1 (0.91%) Social Skills
Job Titles
1 100 (90.91%) AWS Engineer
2 80 (72.73%) Python Engineer
3 64 (58.18%) AWS Software Engineer
3 64 (58.18%) Software Engineer
4 43 (39.09%) Python Software Engineer
5 39 (35.45%) Data Engineer
6 35 (31.82%) AWS Developer
6 35 (31.82%) Developer
6 35 (31.82%) Developer/Software Engineer
7 34 (30.91%) AWS DevOps
7 34 (30.91%) AWS DevOps Engineer
7 34 (30.91%) DevOps Engineer
8 33 (30.00%) Java Engineer
8 33 (30.00%) Java Software Engineer
9 25 (22.73%) Python Developer
10 22 (20.00%) Senior
11 21 (19.09%) Senior Software Engineer
12 18 (16.36%) Senior Java Engineer
12 18 (16.36%) Senior Java Software Engineer
13 10 (9.09%) Java Software Developer
Libraries, Frameworks & Software Standards
1 65 (59.09%) NumPy
1 65 (59.09%) Pandas
1 65 (59.09%) SciPy
2 63 (57.27%) PySpark
3 40 (36.36%) gRPC
3 40 (36.36%) Protocol Buffers
4 31 (28.18%) React
5 30 (27.27%) Kafka
6 28 (25.45%) J2EE
7 27 (24.55%) AngularJS
7 27 (24.55%) Node.js
7 27 (24.55%) Vue
8 11 (10.00%) Redux
9 4 (3.64%) Dask
9 4 (3.64%) LAPP Stack
10 1 (0.91%) Elastic Stack
10 1 (0.91%) Jinja
10 1 (0.91%) Plotly
10 1 (0.91%) pytest
Miscellaneous
1 64 (58.18%) Fixed Income
2 47 (42.73%) Equities
2 47 (42.73%) Foreign Exchange (FX)
3 37 (33.64%) Derivative
3 37 (33.64%) Hedge funds
4 12 (10.91%) Pricing Data
Operating Systems
1 4 (3.64%) Linux
Processes & Methodologies
1 105 (95.45%) Agile
2 103 (93.64%) Asset Management
2 103 (93.64%) Software Engineering
3 48 (43.64%) Investment Management
4 40 (36.36%) Data Engineering
5 38 (34.55%) Fintech
6 35 (31.82%) CI/CD
6 35 (31.82%) DevOps
7 29 (26.36%) Site Reliability Engineering
8 28 (25.45%) Open Source
9 27 (24.55%) Performance Attribution
10 18 (16.36%) Migration
11 16 (14.55%) Order Management
11 16 (14.55%) Risk Management
12 12 (10.91%) Analytics
13 11 (10.00%) Credit Risk Analysis
14 8 (7.27%) Data Management
15 7 (6.36%) Infrastructure as Code
16 5 (4.55%) Data Science
17 4 (3.64%) Continuous Delivery
Programming Languages
1 104 (94.55%) Python
2 80 (72.73%) Java
3 60 (54.55%) TypeScript
4 58 (52.73%) JavaScript
5 28 (25.45%) Go
6 15 (13.64%) SQL
7 1 (0.91%) Bash
7 1 (0.91%) R
7 1 (0.91%) Ruby
Qualifications
1 3 (2.73%) SC Cleared
1 3 (2.73%) Security Cleared
Quality Assurance & Compliance
1 1 (0.91%) QA
System Software
1 33 (30.00%) Docker
Systems Management
1 34 (30.91%) Kubernetes
1 34 (30.91%) Terraform
2 1 (0.91%) Ansible
2 1 (0.91%) Grafana
2 1 (0.91%) Progress Chef
2 1 (0.91%) Prometheus
2 1 (0.91%) Puppet
Vendors
1 2 (1.82%) Cribl.io
2 1 (0.91%) TOWER Software