FieldAI tech stack

FieldAI builds mostly with Python, C++, Java, Bash. Its stack also includes ROS, Linux, ROS2, Kubernetes. Python is named in 63 of the 118 job postings FieldAI published in the last 12 months (53%). Counted by Alion from the job postings of FieldAI, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
147
Postings analysed
118
Open now
72
Modernity
80 /100
New in 6 months
8

What programming languages does FieldAI use?

Python is named in 53% of job postings at FieldAI, followed by C++ (40%), Java (3%), Bash (3%).

Python 63 53% required in 98% · 49 open now · since Feb 2025
C++ 47 40% required in 100% · 37 open now · since Feb 2025
Java 4 3% required in 100% · 4 open now · since Jul 2026
Bash 3 3% required in 100% · 1 open now · since May 2026
Go 3 3% required in 100% · 3 open now · since May 2026
TypeScript 3 3% required in 100% · 3 open now · since Apr 2025
JavaScript 3 3% required in 67% · 2 open now · since Sep 2025
Node JS 2 2% required in 100% · 2 open now · since Sep 2025
Show all (12)
SQL2
Scala2
C#1
Rust1

What frameworks and libraries does FieldAI use?

ROS is named in 34% of job postings at FieldAI, followed by ROS2 (18%), PyTorch (5%), MuJoCo (4%).

ROS 40 34% required in 98% · 34 open now · since Jan 2025
ROS2 21 18% required in 86% · 17 open now · since Jan 2025
PyTorch 6 5% required in 100% · 5 open now · since Jul 2025
MuJoCo 5 4% required in 100% · 5 open now · since Jul 2025
Open3D 5 4% required in 100% · 5 open now · since Jul 2025
Ray 4 3% required in 75% · 4 open now · since Jul 2025
Dagster 3 3% required in 100% · 3 open now · since Jul 2026
GTSAM 3 3% required in 100% · 3 open now · since Feb 2026
Show all (31)
PyTorch C++3
TensorFlow3
Unity3
CUDA2
JAX2
MoveIt2
Nav22
OMPL2
ONNX Runtime2
React.js2
TensorFlow C++2
Autoware1
Dask1
DeepSpeed1
Drake1
Eigen1
FSDP1
Flink1
Isaac Lab1
NVIDIA PhysX1
OpenCV1
OpenTelemetry1
Selenium1

What databases does FieldAI use?

Amazon Redshift is named in 3% of job postings at FieldAI, followed by BigQuery (3%), Google BigQuery (3%), Snowflake (3%).

Amazon Redshift 3 3% required in 100% · 3 open now · since Jul 2026
BigQuery 3 3% required in 100% · 3 open now · since Jul 2026
Google BigQuery 3 3% required in 100% · 3 open now · since Jul 2026
Snowflake 3 3% required in 100% · 3 open now · since Jul 2026
Redis 2 2% required in 100% · 2 open now · since Sep 2025
PostgreSQL 1 1% required in 100% · 1 open now · since May 2026

What cloud and platforms does FieldAI use?

Linux is named in 31% of job postings at FieldAI, followed by Kubernetes (10%), AWS (6%), Ubuntu (5%).

Linux 37 31% required in 97% · 30 open now · since Jan 2025
Kubernetes 12 10% required in 92% · 10 open now · since Mar 2025
AWS 7 6% required in 100% · 6 open now · since Apr 2025
Ubuntu 6 5% required in 100% · 5 open now · since Aug 2025
GitHub Actions 5 4% required in 100% · 5 open now · since Apr 2026
Databricks 4 3% required in 100% · 4 open now · since Jul 2026
Spark 4 3% required in 75% · 4 open now · since May 2026
Amazon S3 3 3% required in 100% · 3 open now · since Mar 2026
Show all (24)
Apache Kafka3
Amazon Kinesis2
CUDA Toolkit2
GitHub2
RTOS2
AWS Lambda1
Amazon EC21
Amazon ECS1
Amazon SageMaker1
Crowdstrike1
Datadog1
Figma1
GCP1
Grafana1
SIEM1
Sophos1

What developer tools does FieldAI use?

Docker is named in 8% of job postings at FieldAI, followed by Git (7%), Isaac Sim (4%), Gazebo (3%).

Docker 9 8% required in 89% · 7 open now · since Mar 2025
Git 8 7% required in 100% · 8 open now · since Feb 2025
Isaac Sim 5 4% required in 80% · 5 open now · since Feb 2025
Gazebo 4 3% required in 100% · 4 open now · since Feb 2025
Terraform 4 3% required in 100% · 4 open now · since Sep 2025
TensorRT 3 3% required in 100% · 3 open now · since Jul 2025
AWS CDK 2 2% required in 100% · 2 open now · since Apr 2025
ArgoCD 2 2% required in 100% · 2 open now · since May 2026
Show all (28)
Bazel2
Blender2
CloudFormation2
EtherCAT2
Fivetran2
KiCad2
Rest API2
SolidWorks2
gRPC2
CMake1
Helm1
KEDA1
MQTT1
Maya1
Meta Quest SDK1
Prometheus1
RViz1
TPU1
Zenoh1
dbt1

What AI and ML technologies does FieldAI use?

LLM is named in 1% of job postings at FieldAI, followed by VLM (1%).

LLM 1 1% required in 100% · 1 open now · since Feb 2025
VLM 1 1% required in 100% · 1 open now · since Nov 2025

Which engineering practices does FieldAI ask for?

Embodied AI is named in 64% of job postings at FieldAI, followed by CI/CD (12%), Machine Learning (9%), Computer Vision (8%).

Embodied AI 76 64% required in 89% · 37 open now · since Mar 2025
CI/CD 14 12% required in 93% · 11 open now · since Mar 2025
Machine Learning 11 9% required in 100% · 8 open now · since Jul 2025
Computer Vision 9 8% required in 67% · 7 open now · since Jul 2025
Teleoperation 8 7% required in 100% · 8 open now · since Jan 2025
Reinforcement Learning 7 6% required in 100% · 6 open now · since Jul 2025
Reinforcement Learning 7 6% required in 100% · 6 open now · since Jul 2025
Perception 7 6% required in 86% · 3 open now · since Mar 2025
Show all (44)
Imitation Learning6
Platform Engineering6
SLAM6
Motion Planning5
Sensor Fusion5
Wi-Fi5
Fine-tuning4
Human-in-the-Loop4
IAM4
Model Predictive Control3
Sim-to-Real3
Time Series Forecasting3
Multimodal AI3
AI Agents2
GitOps2
Incident Management2
Physical AI2
Vision-Language-Action2
Visual-Inertial Odometry2
Edge AI2
Autonomous Navigation1
DHCP1
DNS1
Digital Twin1
Feature Store1
Function Calling1
Mapping1
Multi-Agent Systems1
NLP1
Obstacle Avoidance1
Path Planning1
Reward Modeling1

And 4 more, each named in fewer postings.

What does each FieldAI team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Industrial Engineering

35 postings
C++8
Python8
ROS3
ROS23
Linux2

Robotics

21 postings
Python18
C++16
ROS15
Linux11
ROS27
Docker3

AI/ML

12 postings
Python10
C++7
ROS6
PyTorch4
GTSAM2
Kubernetes2

Backend

8 postings
Python5
C++4
ROS3
AWS2
GitHub Actions2
Redis2

Data Science

6 postings
Python6
Databricks4
Java4
Amazon Redshift3
BigQuery3
C++3

Solutions

5 postings
Python5
C++4
Git4
Linux4
ROS4

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How much does FieldAI pay by technology?

Median stated pay of the postings that name each technology, against the median of all FieldAI postings with stated pay: $170k across 91 postings.

TechnologyPostings with payMedianvs company median
Python42$180k+6%
C++33$200k+18%
ROS30$200k+18%
Linux30$173k+1%
ROS215$200k+18%
Kubernetes7$170k0%
PyTorch6$223k+31%
MuJoCo5$180k+6%

How is the FieldAI stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
Physical AIAug 2026
UnityJul 2026
CUDAJul 2026
CUDA ToolkitJul 2026
BlenderJul 2026
DatabricksJul 2026
JavaJul 2026
Amazon RedshiftJul 2026
Rising
Teleoperation3% → 10%
Databricks0% → 6%
Fine-tuning0% → 6%
Java0% → 6%
Computer Vision3% → 8%
Machine Learning6% → 10%
Reinforcement Learning3% → 7%
Reinforcement Learning3% → 7%
Falling
Linux44% → 19%
ROS44% → 24%
ROS226% → 13%
CI/CD21% → 10%
Docker15% → 4%
GitHub Actions12% → 1%
Wi-Fi12% → 1%
AWS12% → 3%

How modern is the FieldAI stack?

Cutting-edge AI adopter 80/100

FieldAI scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the FieldAI stack in its industry?

Share of the 1,986 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
C++16%
ROS3%
Linux23%
ROS22%
Kubernetes35%
AWS47%
PyTorch18%
Ubuntu2%
GitHub Actions16%

What sets FieldAI apart

ROS3%
ROS22%
Ubuntu2%
MuJoCo1%
Open3D0%
Ray4%
Dagster2%
GTSAM0%
Unity2%

Questions about the FieldAI tech stack

What programming languages does FieldAI use?

The languages named in FieldAI job postings are Python (53%), C++ (40%), Java (3%), Bash (3%), Go (3%), as a share of the 118 postings of the last 12 months.

Does FieldAI use ROS?

Yes. ROS is named in 40 of 118 job postings (34%) and required in 39 of them.

What cloud and platforms does FieldAI use?

The cloud and platforms named in FieldAI job postings are Linux (37), Kubernetes (12), AWS (7) (postings in brackets).

What skills do you need for a Industrial Engineering job at FieldAI?

Industrial Engineering postings at FieldAI most often require C++ (8), Python (8), ROS (3), ROS2 (3), out of 35 postings in the last 12 months.

Is the FieldAI tech stack changing?

Yes. Physical AI, Unity, CUDA, CUDA Toolkit first appeared in FieldAI job postings in the last six months.

How modern is the FieldAI tech stack?

FieldAI scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the FieldAI tech stack?

Alion reads every job posting FieldAI publishes and tags the technologies each one names. The figures on this page count the 118 postings of the last 12 months and were updated on Sep 27, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "FieldAI tech stack: 147 technologies from 118 job postings", as of Sep 27, 2026. https://alion.io/company/fieldai/technologies

Licence: CC BY-SA 4.0JSON