TensorFlow Contracts

Google TensorFlow
UK

The following table provides summary statistics for contract job vacancies with a requirement for TensorFlow skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited TensorFlow over the 6 months to 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 487 626 693
Rank change year-on-year +139 +67 -101
Contract jobs citing TensorFlow 84 61 152
As % of all contract jobs advertised in the UK 0.20% 0.11% 0.17%
As % of the Libraries, Frameworks & Software Standards category 0.94% 0.46% 0.64%
Number of daily rates quoted 51 31 106
10th Percentile £425 £425 £422
25th Percentile £478 £477 £531
Median daily rate (50th Percentile) £525 £550 £590
Median % change year-on-year -4.55% -6.78% +7.27%
75th Percentile £644 £775 £625
90th Percentile £750 £975 £731
UK excluding London median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -14.29%
Number of hourly rates quoted 3 3 1
10th Percentile £52.19 £39.70 -
25th Percentile £61.22 £42.63 £58.25
Median hourly rate £77.50 £50.00 £61.50
Median % change year-on-year +55.00% -18.70% +22.12%
75th Percentile £79.38 £55.00 £64.75
90th Percentile £79.75 £56.50 -
UK excluding London median hourly rate £63.09 £50.00 -
% change year-on-year +26.18% - -

All Software Libraries and Frameworks
UK

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

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,924 13,173 23,604
As % of all contract IT jobs advertised in the UK 20.96% 23.13% 26.96%
Number of daily rates quoted 6,198 9,621 17,311
10th Percentile £350 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £535 £550 £550
Median % change year-on-year -2.73% - +10.00%
75th Percentile £650 £675 £665
90th Percentile £775 £775 £750
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +13.64%
Number of hourly rates quoted 246 144 237
10th Percentile £21.25 £25.75 £22.50
25th Percentile £43.00 £50.00 £35.00
Median hourly rate £47.50 £65.00 £50.00
Median % change year-on-year -26.92% +30.00% +11.11%
75th Percentile £65.00 £75.00 £65.54
90th Percentile £74.47 £80.25 £76.64
UK excluding London median hourly rate £47.50 £65.00 £50.25
% change year-on-year -26.92% +29.35% +11.67%

TensorFlow
Job Vacancy Trend

Job postings citing TensorFlow as a proportion of all IT jobs advertised.

Job vacancy trend for TensorFlow in the UK

TensorFlow
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing TensorFlow.

Daily rate trend for TensorFlow in the UK

TensorFlow
Daily Rate Histogram

Daily rate distribution for jobs citing TensorFlow over the 6 months to 18 May 2024.

Daily rate histogram for TensorFlow in the UK

TensorFlow
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing TensorFlow.

Hourly rate trend for TensorFlow in the UK

TensorFlow
Hourly Rate Histogram

Hourly rate distribution of jobs citing TensorFlow over the 6 months to 18 May 2024.

Hourly rate histogram for TensorFlow in the UK

TensorFlow
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing TensorFlow within the UK over the 6 months to 18 May 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +137 75 £525 -4.55% 160
London +115 52 £525 -16.00% 89
Work from Home +104 24 £573 +4.09% 74
UK excluding London +65 20 £500 +5.26% 95
South East +40 8 £475 +5.56% 42
North of England +38 7 - - 10
North East - 7 - - 1
South West +3 3 £500 +5.26% 9
North West +21 2 - - 7
Scotland +39 1 £638 - 3
East of England +4 1 £525 - 18

TensorFlow
Co-occurring Skills and Capabilities 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 8 (9.52%) Apache Airflow
2 4 (4.76%) Apache Spark
3 3 (3.57%) Jupyter
4 1 (1.19%) Apache
4 1 (1.19%) SharePoint
Applications
1 3 (3.57%) MS Visio
2 1 (1.19%) Simulink
2 1 (1.19%) Stateflow
Business Applications
1 3 (3.57%) Sparx Enterprise Architect
Cloud Services
1 27 (32.14%) Azure
2 26 (30.95%) AWS
3 18 (21.43%) GCP
4 7 (8.33%) Cloud Computing
4 7 (8.33%) Vertex AI
5 6 (7.14%) ChatGPT
6 5 (5.95%) Amazon SageMaker
7 4 (4.76%) Azure Machine Learning
8 3 (3.57%) Azure Cognitive Services
8 3 (3.57%) Azure DevOps
8 3 (3.57%) Power Platform
8 3 (3.57%) Serverless
9 2 (2.38%) Amazon EC2
9 2 (2.38%) Amazon ECS
9 2 (2.38%) Amazon S3
9 2 (2.38%) AWS CloudFormation
9 2 (2.38%) AWS Lambda
9 2 (2.38%) Dagster
10 1 (1.19%) Amazon CloudWatch
10 1 (1.19%) Amazon Kinesis
Communications & Networking
1 3 (3.57%) Network Security
2 2 (2.38%) Ethernet
2 2 (2.38%) Internet
2 2 (2.38%) RTSP
Database & Business Intelligence
1 10 (11.90%) Big Data
2 6 (7.14%) BigQuery
2 6 (7.14%) NoSQL
3 3 (3.57%) Data Mining
3 3 (3.57%) Data Warehouse
4 2 (2.38%) Geospatial Data
5 1 (1.19%) Data Lake
5 1 (1.19%) DynamoDB
5 1 (1.19%) Flink
5 1 (1.19%) Hadoop
5 1 (1.19%) MongoDB
5 1 (1.19%) MySQL
5 1 (1.19%) PostgreSQL
5 1 (1.19%) Relational Database
Development Applications
1 18 (21.43%) Git
2 7 (8.33%) MLflow
3 4 (4.76%) Jenkins
4 3 (3.57%) GitLab
5 2 (2.38%) Atlassian Bamboo
5 2 (2.38%) Mercurial
5 2 (2.38%) TeamCity
6 1 (1.19%) CircleCI
6 1 (1.19%) CMake
General
1 18 (21.43%) Social Skills
2 12 (14.29%) Analytical Skills
3 7 (8.33%) Finance
4 5 (5.95%) Public Sector
5 4 (4.76%) Electronics
6 3 (3.57%) Retail
7 2 (2.38%) Automotive
7 2 (2.38%) Front Office
7 2 (2.38%) Manufacturing
7 2 (2.38%) Marketing
7 2 (2.38%) Telecoms
8 1 (1.19%) Advertising
8 1 (1.19%) Presentation Skills
Job Titles
1 23 (27.38%) Machine Learning Engineer
2 13 (15.48%) Data Scientist
3 9 (10.71%) Azure Engineer
3 9 (10.71%) Developer
3 9 (10.71%) Lead
4 8 (9.52%) Data Engineer
5 6 (7.14%) Artificial Intelligence Engineer
5 6 (7.14%) Python Developer
6 5 (5.95%) Computer Engineer
6 5 (5.95%) Computer Vision Engineer
7 4 (4.76%) Architect
8 3 (3.57%) Lead Architect
8 3 (3.57%) Lead Security Architect
8 3 (3.57%) Security Architect
8 3 (3.57%) Senior
8 3 (3.57%) Software Engineer
8 3 (3.57%) Support Engineer
9 2 (2.38%) DevOps Engineer
9 2 (2.38%) Full Stack Developer
9 2 (2.38%) Python Engineer
Libraries, Frameworks & Software Standards
1 57 (67.86%) PyTorch
2 35 (41.67%) scikit-learn
3 12 (14.29%) Pandas
4 11 (13.10%) NumPy
5 7 (8.33%) LangChain
6 6 (7.14%) HTML
6 6 (7.14%) React
7 4 (4.76%) GeoPandas
7 4 (4.76%) Hugging Face
7 4 (4.76%) Kafka
7 4 (4.76%) OpenGL
7 4 (4.76%) RESTful
8 3 (3.57%) Flask
8 3 (3.57%) Keras
8 3 (3.57%) OpenCV
8 3 (3.57%) PySpark
8 3 (3.57%) Torch
8 3 (3.57%) XGBoost
9 2 (2.38%) Apache NiFi
9 2 (2.38%) Vulkan
Miscellaneous
1 26 (30.95%) Algorithms
2 5 (5.95%) Analytical Mindset
3 3 (3.57%) Data Structures
3 3 (3.57%) Life Science
3 3 (3.57%) Management Information System
3 3 (3.57%) Photography
3 3 (3.57%) Team-Oriented Environment
4 2 (2.38%) Cloud Native
4 2 (2.38%) CUDA
4 2 (2.38%) Social Media
5 1 (1.19%) Blockchain
5 1 (1.19%) Data Fabric
5 1 (1.19%) Data Protection Act
5 1 (1.19%) Digital Media
5 1 (1.19%) Greenfield Project
5 1 (1.19%) Mobile App
5 1 (1.19%) Robotics
Operating Systems
1 6 (7.14%) Android
2 1 (1.19%) Linux
2 1 (1.19%) Windows
Processes & Methodologies
1 74 (88.10%) Machine Learning
2 59 (70.24%) Artificial Intelligence
3 32 (38.10%) Data Science
4 24 (28.57%) Software Engineering
5 22 (26.19%) Deep Learning
5 22 (26.19%) Problem-Solving
6 21 (25.00%) DevOps
7 19 (22.62%) LLM
8 15 (17.86%) Natural Language Processing
9 14 (16.67%) CI/CD
9 14 (16.67%) Generative AI
10 13 (15.48%) Visualisation
11 12 (14.29%) Computer Science
12 11 (13.10%) MLOps
12 11 (13.10%) Statistics
13 10 (11.90%) Data Pipeline
14 9 (10.71%) Computer Vision
15 8 (9.52%) Data Engineering
15 8 (9.52%) Data Modelling
16 7 (8.33%) Agile
Programming Languages
1 73 (86.90%) Python
2 12 (14.29%) Java
2 12 (14.29%) SQL
3 11 (13.10%) JavaScript
4 7 (8.33%) C++
5 4 (4.76%) Scala
6 3 (3.57%) C#
6 3 (3.57%) Go
6 3 (3.57%) Kusto Query Language
6 3 (3.57%) PowerShell
6 3 (3.57%) R
7 2 (2.38%) Bash
7 2 (2.38%) Embedded C++
8 1 (1.19%) Kotlin
8 1 (1.19%) MATLAB
8 1 (1.19%) Ruby
8 1 (1.19%) TypeScript
Qualifications
1 19 (22.62%) Security Cleared
2 16 (19.05%) SC Cleared
3 13 (15.48%) Degree
4 9 (10.71%) PhD
5 8 (9.52%) Computer Science Degree
5 8 (9.52%) Master's Degree
6 6 (7.14%) DV Cleared
7 1 (1.19%) Azure Certification
7 1 (1.19%) Numerate Degree
Quality Assurance & Compliance
1 3 (3.57%) NCSC
2 1 (1.19%) Data Quality
System Software
1 16 (19.05%) Docker
Systems Management
1 23 (27.38%) Kubernetes
2 7 (8.33%) Kubeflow
3 4 (4.76%) Grafana
4 3 (3.57%) Terraform
5 2 (2.38%) Ansible
6 1 (1.19%) Podman
6 1 (1.19%) Prometheus
Vendors
1 12 (14.29%) Microsoft
2 4 (4.76%) ESRI
3 3 (3.57%) Oracle
3 3 (3.57%) Sparx
3 3 (3.57%) Splunk
4 2 (2.38%) NVIDIA
4 2 (2.38%) OpenAI
4 2 (2.38%) SAP
5 1 (1.19%) Databricks
5 1 (1.19%) Dataiku
5 1 (1.19%) DataRobot
5 1 (1.19%) Google