FieldAI
Robotics AI · Industrial AI

FieldAI tech stack

FieldAI builds mostly with Python, C++, Bash, Go. Its stack also includes ROS, Linux, ROS2, Kubernetes. Python is named in 84 of the 144 job postings FieldAI published in the last 12 months (58%). Counted by Alion from the job postings of FieldAI, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
160
Postings analysed
144
Open now
83
Modernity
84 /100
New in 6 months
8

What programming languages does FieldAI use?

Python is named in 58% of job postings at FieldAI, followed by C++ (44%), Bash (3%), Go (3%).

Python 84 58% required in 98% · 59 open now · since Feb 2025
C++ 64 44% required in 100% · 50 open now · since Feb 2025
Bash 5 3% required in 100% · 2 open now · since Mar 2026
Go 4 3% required in 100% · 3 open now · since Mar 2026
Java 4 3% required in 100% · 4 open now · since Jul 2026
TypeScript 4 3% required in 100% · 4 open now · since Apr 2025
JavaScript 4 3% required in 75% · 3 open now · since Sep 2025
SQL 3 2% required in 67% · 3 open now · since Jul 2026
Show all (12)
Node JS2
Scala2
C#1
Rust1

What frameworks and libraries does FieldAI use?

ROS is named in 42% of job postings at FieldAI, followed by ROS2 (18%), MuJoCo (5%), PyTorch (5%).

ROS 60 42% required in 98% · 46 open now · since Jan 2025
ROS2 26 18% required in 88% · 19 open now · since Jan 2025
MuJoCo 7 5% required in 100% · 5 open now · since Jul 2025
PyTorch 7 5% required in 100% · 6 open now · since Jul 2025
Open3D 5 3% required in 100% · 4 open now · since Jul 2025
Dagster 3 2% required in 100% · 3 open now · since Jul 2026
GTSAM 3 2% required in 100% · 3 open now · since Feb 2026
Isaac Lab 3 2% required in 100% · 2 open now · since Jul 2025
Show all (32)
TensorFlow3
Unity3
Ray3
CUDA2
JAX2
MoveIt2
Nav22
OMPL2
ONNX Runtime2
React.js2
TensorFlow C++2
Autoware1
Dask1
DeepSpeed1
Drake1
Eigen1
FSDP1
Flink1
NVIDIA PhysX1
OpenCV1
OpenTelemetry1
Playwright1
PyBullet1
Selenium1

What databases does FieldAI use?

Amazon Redshift is named in 2% of job postings at FieldAI, followed by Google BigQuery (2%), Snowflake (2%), Redis (1%).

Amazon Redshift 3 2% required in 100% · 3 open now · since Jul 2026
Google BigQuery 3 2% required in 100% · 3 open now · since Jul 2026
Snowflake 3 2% required in 100% · 3 open now · since Jul 2026
Redis 2 1% 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 33% of job postings at FieldAI, followed by Kubernetes (10%), AWS (6%), GitHub Actions (5%).

Linux 48 33% required in 98% · 33 open now · since Jan 2025
Kubernetes 14 10% required in 93% · 10 open now · since Mar 2025
AWS 8 6% required in 100% · 6 open now · since Apr 2025
GitHub Actions 7 5% required in 100% · 6 open now · since Mar 2026
Ubuntu 6 4% required in 100% · 4 open now · since Aug 2025
Databricks 4 3% required in 100% · 4 open now · since Jul 2026
Spark 4 3% required in 75% · 3 open now · since May 2026
Amazon S3 3 2% required in 100% · 2 open now · since Mar 2026
Show all (24)
Apache Kafka3
Amazon Kinesis2
GCP2
GitHub2
RTOS2
AWS Lambda1
Amazon EC21
Amazon ECS1
Amazon SageMaker1
Crowdstrike1
Datadog1
Figma1
GitLab CI1
Grafana1
SIEM1
Sophos1

What developer tools does FieldAI use?

Docker is named in 9% of job postings at FieldAI, followed by Git (8%), Isaac Sim (6%), Gazebo (4%).

Docker 13 9% required in 92% · 10 open now · since Mar 2025
Git 11 8% required in 100% · 9 open now · since Feb 2025
Isaac Sim 8 6% required in 75% · 7 open now · since Feb 2025
Gazebo 6 4% required in 100% · 5 open now · since Feb 2025
SolidWorks 5 3% required in 100% · 2 open now · since Aug 2025
Terraform 5 3% required in 100% · 4 open now · since Sep 2025
TensorRT 4 3% required in 100% · 4 open now · since Jul 2025
ArgoCD 3 2% required in 100% · 2 open now · since Mar 2026
Show all (33)
EtherCAT3
KiCad3
Rest API3
AWS CDK2
Bazel2
Blender2
CloudFormation2
Fivetran2
Helm2
gRPC2
CMake1
CircleCI1
GraphQL1
Isaac Gym1
KEDA1
MQTT1
Maya1
Meta Quest SDK1
ONNX1
Prometheus1
RViz1
TPU1
TestRail1
Zenoh1
dbt1

What AI and ML technologies does FieldAI use?

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

LLM 2 1% required in 100% · 1 open now · since Feb 2025
VLM 2 1% required in 100% · 2 open now · since Nov 2025
LoRA 1 1% required in 100% · 1 open now · since Sep 2025
PEFT 1 1% optional · 1 open now · since Sep 2025

Which engineering practices does FieldAI ask for?

Embodied AI is named in 56% of job postings at FieldAI, followed by CI/CD (12%), Machine Learning (10%), Reinforcement Learning (7%).

Embodied AI 80 56% required in 89% · 33 open now · since Mar 2025
CI/CD 17 12% required in 94% · 13 open now · since Mar 2025
Machine Learning 14 10% required in 100% · 10 open now · since Jul 2025
Reinforcement Learning 10 7% required in 100% · 8 open now · since Jul 2025
Reinforcement Learning 10 7% required in 100% · 8 open now · since Jul 2025
SLAM 10 7% required in 100% · 7 open now · since Mar 2025
Perception 10 7% required in 90% · 6 open now · since Mar 2025
Computer Vision 10 7% required in 70% · 7 open now · since Jul 2025
Show all (50)
Teleoperation9
Imitation Learning8
Motion Planning8
Platform Engineering7
Sensor Fusion7
Sim-to-Real7
Fine-tuning5
Human-in-the-Loop5
Wi-Fi5
Multimodal AI5
IAM4
Model Predictive Control4
GD&T3
Time Series3
Vision-Language-Action3
AI Agents2
Digital Twin2
GitOps2
Incident Management2
Path Planning2
Quantization2
Verification & Validation2
Visual-Inertial Odometry2
World Models2
Edge AI2
Anomaly Detection1
Autonomous Navigation1
DHCP1
DNS1
Feature Store1
Function Calling1
MIL-STD-8101

And 10 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.

Robotics

40 postings
Python33
C++32
ROS32
Linux16
ROS210
Docker5

Industrial Engineering

39 postings
Python11
C++9
ROS4
Linux3
ROS23
SolidWorks3

Backend

8 postings
Python5
AWS3
C++3
GitHub Actions3
TypeScript3
Docker2

AI/ML

7 postings
Python7
C++4
ROS4
Kubernetes2
PyTorch2
TensorFlow2

Data Science

6 postings
Python6
Databricks4
Java4
Amazon Redshift3
Dagster3
Google BigQuery3

Solutions

6 postings
Python6
C++5
Git5
Linux5
ROS5

See the open roles

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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: $173k across 110 postings.

TechnologyPostings with payMedianvs company median
Python54$180k+4%
C++41$200k+16%
ROS41$200k+16%
Linux39$175k+1%
ROS220$200k+16%
Kubernetes11$180k+4%
MuJoCo7$180k+4%
GitHub Actions7$170k−1%
PyTorch6$223k+29%
AWS5$180k+4%

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
UnityJul 2026
CUDAJul 2026
Edge AIJul 2026
BlenderJul 2026
DatabricksJul 2026
JavaJul 2026
Amazon RedshiftJul 2026
DagsterJul 2026
Rising
C++33% → 51%
Machine Learning6% → 15%
Reinforcement Learning2% → 11%
Reinforcement Learning2% → 11%
Imitation Learning2% → 11%
Fine-tuning0% → 8%
Perception4% → 10%
Isaac Sim2% → 8%
Falling
ROS220% → 11%
AWS9% → 0%
Ubuntu9% → 0%
CI/CD15% → 7%
GitHub Actions7% → 0%
Platform Engineering9% → 2%
Open3D7% → 0%
Terraform7% → 0%
Not named for 6 months
Node JSApr 2026
React.jsApr 2026

How modern is the FieldAI stack?

Cutting-edge AI adopter 84/100

FieldAI scores 84 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: 4; legacy ones: 0.

How common is the FieldAI stack in its industry?

Share of the 338 companies in the same industries, whose stack Alion knows, that use each technology.

Python78%
C++49%
ROS20%
Linux45%
ROS222%
Kubernetes34%
AWS43%
GitHub Actions21%
MuJoCo17%
PyTorch49%

What sets FieldAI apart

Open3D3%
Amazon Redshift3%
Dagster4%
GTSAM4%

Questions about the FieldAI tech stack

What programming languages does FieldAI use?

The languages named in FieldAI job postings are Python (58%), C++ (44%), Bash (3%), Go (3%), Java (3%), as a share of the 144 postings of the last 12 months.

Does FieldAI use ROS?

Yes. ROS is named in 60 of 144 job postings (42%) and required in 59 of them.

What cloud and platforms does FieldAI use?

The cloud and platforms named in FieldAI job postings are Linux (48), Kubernetes (14), AWS (8) (postings in brackets).

What skills do you need for a Robotics job at FieldAI?

Robotics postings at FieldAI most often require Python (33), C++ (32), ROS (32), Linux (16), out of 40 postings in the last 12 months.

Is the FieldAI tech stack changing?

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

How modern is the FieldAI tech stack?

FieldAI scores 84 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: 4; 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 144 postings of the last 12 months and were updated on Nov 11, 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: 160 technologies from 144 job postings", as of Nov 11, 2026. https://alion.io/company/fieldai/technologies

Licence: CC BY-SA 4.0JSON