Google TensorFlow
UK

The following table provides summary statistics for permanent job vacancies with a requirement for TensorFlow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited TensorFlow over the 6 months to 6 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
6 Dec 2023
Same period 2022 Same period 2021
Rank 608 800 655
Rank change year-on-year +192 -145 -120
Permanent jobs citing TensorFlow 122 279 487
As % of all permanent jobs advertised in the UK 0.23% 0.22% 0.38%
As % of the Libraries, Frameworks & Software Standards category 0.86% 0.69% 0.99%
Number of salaries quoted 90 144 143
10th Percentile £45,750 £40,625 £42,500
25th Percentile £54,063 £55,532 £53,750
Median annual salary (50th Percentile) £72,250 £77,500 £75,000
Median % change year-on-year -6.77% +3.33% +15.38%
75th Percentile £95,000 £95,000 £92,500
90th Percentile £137,500 £106,250 £120,000
UK excluding London median annual salary £65,000 £52,500 £60,000
% change year-on-year +23.81% -12.50% +26.32%

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 permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 14,119 40,267 49,305
As % of all permanent jobs advertised in the UK 26.34% 32.43% 38.55%
Number of salaries quoted 11,049 24,513 31,932
10th Percentile £41,250 £40,000 £36,750
25th Percentile £51,250 £50,000 £45,000
Median annual salary (50th Percentile) £66,056 £65,000 £60,000
Median % change year-on-year +1.62% +8.33% +4.35%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £106,289 £105,000 £96,250
UK excluding London median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +5.00%

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
Salary Trend

3-month moving average salary quoted in jobs citing TensorFlow.

Salary trend for TensorFlow in the UK

TensorFlow
Salary Histogram

Salary distribution for jobs citing TensorFlow over the 6 months to 6 December 2023.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 15 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the UK over the 6 months to 6 December 2023. 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
England +193 117 £75,000 -3.23% 122
UK excluding London +227 55 £65,000 +23.81% 57
London +144 53 £80,000 -5.88% 72
Work from Home +191 33 £77,500 +3.33% 85
South West +87 21 £76,383 +90.96% 4
South East +164 15 £77,500 +39.64% 20
North of England +151 6 £55,000 +2.33% 7
East of England +106 5 £70,000 -6.67% 15
North West +118 4 £55,000 +2.33% 5
West Midlands +128 3 £62,500 +4.17% 5
Midlands +108 3 £62,500 -3.85% 6
Scotland +57 3 £50,000 - 3
Wales +15 2 £30,000 -18.92% 3
Yorkshire +95 1 - - 1
North East - 1 £55,000 - 1

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 9 (7.38%) Apache Spark
2 6 (4.92%) Jupyter
3 4 (3.28%) Apache
4 3 (2.46%) SAS
5 1 (0.82%) OpenStack
Applications
1 3 (2.46%) Microsoft Excel
2 2 (1.64%) Simulink
2 2 (1.64%) Stateflow
Cloud Services
1 41 (33.61%) AWS
2 33 (27.05%) Azure
2 33 (27.05%) GCP
3 12 (9.84%) Azure Machine Learning
4 11 (9.02%) Cloud Computing
5 8 (6.56%) Amazon SageMaker
6 6 (4.92%) Power Platform
6 6 (4.92%) Vertex AI
7 5 (4.10%) GitHub
7 5 (4.10%) SaaS
8 4 (3.28%) ChatGPT
9 2 (1.64%) Azure Cognitive Services
9 2 (1.64%) Azure Data Factory
9 2 (1.64%) Serverless
9 2 (1.64%) Snowflake
10 1 (0.82%) Amazon S3
10 1 (0.82%) Azure DevOps
10 1 (0.82%) dbt
10 1 (0.82%) Fivetran
10 1 (0.82%) Google Analytics
Database & Business Intelligence
1 11 (9.02%) Big Data
2 9 (7.38%) Tableau
3 7 (5.74%) Data Warehouse
4 6 (4.92%) Power BI
5 4 (3.28%) Data Mining
5 4 (3.28%) Hadoop
5 4 (3.28%) NoSQL
6 3 (2.46%) Neo4j
7 2 (1.64%) Azure SQL Database
7 2 (1.64%) Data Hub
7 2 (1.64%) PostgreSQL
8 1 (0.82%) Apache Hive
8 1 (0.82%) InfluxDB
8 1 (0.82%) Metadata
8 1 (0.82%) MongoDB
8 1 (0.82%) MySQL
Development Applications
1 5 (4.10%) Git
2 2 (1.64%) MLflow
2 2 (1.64%) Snakemake
3 1 (0.82%) CMake
General
1 34 (27.87%) Finance
2 26 (21.31%) Social Skills
3 15 (12.30%) Analytical Skills
4 13 (10.66%) Public Sector
5 11 (9.02%) Marketing
6 10 (8.20%) Banking
7 9 (7.38%) Inclusion and Diversity
8 7 (5.74%) Games
9 6 (4.92%) Financial Institution
9 6 (4.92%) Manufacturing
10 5 (4.10%) Electronics
10 5 (4.10%) Retail
11 4 (3.28%) Telecoms
12 3 (2.46%) Presentation Skills
12 3 (2.46%) Publishing
13 2 (1.64%) Agriculture
13 2 (1.64%) Investment Banking
13 2 (1.64%) Organisational Skills
Job Titles
1 44 (36.07%) Data Scientist
2 22 (18.03%) Artificial Intelligence Engineer
3 20 (16.39%) Senior
4 16 (13.11%) Machine Learning Engineer
5 13 (10.66%) Lead
6 12 (9.84%) Research Engineer
7 11 (9.02%) Data Engineer
7 11 (9.02%) Software Engineer
8 7 (5.74%) Developer
8 7 (5.74%) Senior Data Scientist
8 7 (5.74%) Senior Software Engineer
9 6 (4.92%) Principal Engineer
9 6 (4.92%) Product Owner
10 5 (4.10%) Analyst
10 5 (4.10%) Data Analyst
10 5 (4.10%) Principal Data Engineer
11 4 (3.28%) Machine Learning Researcher
11 4 (3.28%) Principal Data Scientist
11 4 (3.28%) Python Developer
11 4 (3.28%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 87 (71.31%) PyTorch
2 44 (36.07%) scikit-learn
3 35 (28.69%) NumPy
4 33 (27.05%) Keras
5 24 (19.67%) Pandas
6 12 (9.84%) LangChain
7 9 (7.38%) MXNet
8 7 (5.74%) OpenCV
9 6 (4.92%) Statsmodels
10 5 (4.10%) Django
10 5 (4.10%) OpenMP
11 4 (3.28%) Flask
11 4 (3.28%) Kafka
11 4 (3.28%) Plotly
11 4 (3.28%) Seaborn
11 4 (3.28%) SpaCy
12 3 (2.46%) OpenVINO
12 3 (2.46%) SciPy
13 2 (1.64%) Matplotlib
13 2 (1.64%) REST
Miscellaneous
1 57 (46.72%) Algorithms
2 9 (7.38%) Distributed Computing
3 7 (5.74%) IoT
4 6 (4.92%) Product Ownership
5 5 (4.10%) Blockchain
6 4 (3.28%) CUDA
6 4 (3.28%) Greenfield Project
6 4 (3.28%) Linux Command Line
7 3 (2.46%) Public Cloud
8 2 (1.64%) Clustering
8 2 (1.64%) Data Structures
8 2 (1.64%) Distributed Systems
8 2 (1.64%) Reinsurance
8 2 (1.64%) Self-Motivation
8 2 (1.64%) Smart City
9 1 (0.82%) Data Fabric
9 1 (0.82%) Grid Computing
9 1 (0.82%) Onboarding
9 1 (0.82%) Renewable Energy
9 1 (0.82%) Virtual Reality
Operating Systems
1 4 (3.28%) Unix
2 3 (2.46%) Linux
3 1 (0.82%) Android
3 1 (0.82%) Windows
Processes & Methodologies
1 107 (87.70%) Machine Learning
2 73 (59.84%) Artificial Intelligence
3 69 (56.56%) Data Science
4 43 (35.25%) Analytics
5 37 (30.33%) Software Engineering
6 36 (29.51%) Deep Learning
7 32 (26.23%) Visualisation
8 30 (24.59%) Natural Language Processing
8 30 (24.59%) Statistics
9 29 (23.77%) Agile
9 29 (23.77%) Problem-Solving
10 28 (22.95%) MLOps
11 27 (22.13%) Computer Science
12 24 (19.67%) Business Intelligence
13 21 (17.21%) Computer Vision
13 21 (17.21%) Data Engineering
13 21 (17.21%) Mathematics
14 20 (16.39%) CI/CD
14 20 (16.39%) Open Source
15 18 (14.75%) Neural Network
Programming Languages
1 100 (81.97%) Python
2 34 (27.87%) SQL
3 21 (17.21%) C++
4 16 (13.11%) JavaScript
5 15 (12.30%) R
6 14 (11.48%) C
6 14 (11.48%) MATLAB
7 11 (9.02%) Java
7 11 (9.02%) TypeScript
8 10 (8.20%) Go
9 7 (5.74%) C#
10 5 (4.10%) PHP
11 3 (2.46%) Fortran
11 3 (2.46%) Scala
12 2 (1.64%) Kusto Query Language
12 2 (1.64%) PowerShell
13 1 (0.82%) Gremlin
13 1 (0.82%) Perl
13 1 (0.82%) Rust
13 1 (0.82%) T-SQL
Qualifications
1 32 (26.23%) Degree
2 22 (18.03%) Security Cleared
3 18 (14.75%) Master's Degree
3 18 (14.75%) PhD
4 14 (11.48%) DV Cleared
5 9 (7.38%) Computer Science Degree
6 8 (6.56%) SC Cleared
7 3 (2.46%) DBS Check
Quality Assurance & Compliance
1 2 (1.64%) Data Quality
2 1 (0.82%) QA
System Software
1 15 (12.30%) Docker
Systems Management
1 23 (18.85%) Kubernetes
2 10 (8.20%) Terraform
3 2 (1.64%) Grafana
3 2 (1.64%) Prometheus
4 1 (0.82%) Docker Swarm
4 1 (0.82%) Mesos
Vendors
1 14 (11.48%) Databricks
1 14 (11.48%) Google
2 11 (9.02%) Dataiku
3 6 (4.92%) IBM
4 4 (3.28%) SAP
5 2 (1.64%) Alteryx
5 2 (1.64%) OpenAI
6 1 (0.82%) Confluent
6 1 (0.82%) Intel
6 1 (0.82%) Microsoft
6 1 (0.82%) NVIDIA
6 1 (0.82%) Sun