Nuro tech stack

Nuro builds mostly with C++, Python, Go, Rust. Its stack also includes GCP, BigQuery, Google BigQuery, Kubernetes. C++ is named in 42 of the 55 job postings Nuro published in the last 12 months (76%). Counted by Alion from the job postings of Nuro, updated Oct 8, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 8, 2026
Technologies in use
101
Postings analysed
55
Open now
55
Modernity
80 /100
New in 6 months
8

What programming languages does Nuro use?

C++ is named in 76% of job postings at Nuro, followed by Python (65%), Go (9%), Rust (5%).

C++ 42 76% required in 100% · 42 open now · since Jun 2026
Python 36 65% required in 100% · 36 open now · since Jun 2026
Go 5 9% required in 100% · 5 open now · since Aug 2026
Rust 3 5% required in 100% · 3 open now · since Aug 2026
SQL 3 5% required in 100% · 3 open now · since Aug 2026
Embedded C 2 4% required in 100% · 2 open now · since Jul 2026
C 2 4% optional · 2 open now · since Jul 2026
TypeScript 1 2% required in 100% · 1 open now · since May 2026
Show all (9)
JavaScript1

What frameworks and libraries does Nuro use?

PyTorch is named in 11% of job postings at Nuro, followed by TensorFlow (9%), PyTorch C++ (7%), CUDA (5%).

PyTorch 6 11% required in 100% · 6 open now · since Jun 2026
TensorFlow 5 9% required in 100% · 5 open now · since Jun 2026
PyTorch C++ 4 7% required in 100% · 4 open now · since Jun 2026
CUDA 3 5% required in 100% · 3 open now · since Jun 2026
OpenGL 3 5% required in 100% · 3 open now · since Aug 2026
TensorFlow C++ 3 5% required in 100% · 3 open now · since Jun 2026
Feast 2 4% required in 100% · 2 open now · since Jun 2026
Keras 2 4% required in 100% · 2 open now · since Jun 2026
Show all (15)
Ray2
Unity2
BehaviorTree.CPP1
JAX1
NCCL1
ROS1
React.js1

What databases does Nuro use?

BigQuery is named in 15% of job postings at Nuro, followed by Google BigQuery (15%), PostgreSQL (13%), Redis (9%).

BigQuery 8 15% required in 100% · 8 open now · since Aug 2026
Google BigQuery 8 15% required in 100% · 8 open now · since Aug 2026
PostgreSQL 7 13% required in 100% · 7 open now · since May 2026
Redis 5 9% required in 100% · 5 open now · since Jun 2026
Cassandra 2 4% required in 100% · 2 open now · since Aug 2026
Google Bigtable 2 4% required in 100% · 2 open now · since Aug 2026
MySQL 2 4% required in 100% · 2 open now · since Aug 2026
Snowflake 2 4% required in 100% · 2 open now · since Aug 2026

What cloud and platforms does Nuro use?

GCP is named in 20% of job postings at Nuro, followed by Kubernetes (13%), Linux (13%), AWS (9%).

GCP 11 20% required in 100% · 11 open now · since May 2026
Kubernetes 7 13% required in 100% · 7 open now · since May 2026
Linux 7 13% required in 100% · 7 open now · since Jun 2026
AWS 5 9% required in 100% · 5 open now · since May 2026
CUDA Toolkit 3 5% required in 100% · 3 open now · since Jun 2026
Apache Kafka 2 4% required in 100% · 2 open now · since Aug 2026
Azure 2 4% required in 100% · 2 open now · since Jun 2026
Kubeflow 2 4% required in 100% · 2 open now · since Jun 2026
Show all (11)
Spark2
FreeRTOS1
RTOS1

What developer tools does Nuro use?

gRPC is named in 7% of job postings at Nuro, followed by Claude Code (5%), Docker (5%), Terraform (5%).

gRPC 4 7% required in 100% · 4 open now · since May 2026
Claude Code 3 5% required in 100% · 3 open now · since Jul 2026
Docker 3 5% required in 100% · 3 open now · since Aug 2026
Terraform 3 5% required in 100% · 3 open now · since Jun 2026
Crossplane 2 4% required in 100% · 2 open now · since Jun 2026
Pulumi 2 4% required in 100% · 2 open now · since Jun 2026
SLURM 2 4% required in 100% · 2 open now · since Jun 2026
Adobe Premiere Pro 1 2% required in 100% · 1 open now · since Oct 2026
Show all (13)
ArgoCD1
Canva1
Microsoft Excel1
WebRTC1
WebSockets1

What AI and ML technologies does Nuro use?

LLM is named in 7% of job postings at Nuro, followed by Gaussian Splatting (2%), VLM (2%).

LLM 4 7% required in 100% · 4 open now · since Aug 2026
Gaussian Splatting 1 2% required in 100% · 1 open now · since Jul 2026
VLM 1 2% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Nuro ask for?

Machine Learning is named in 36% of job postings at Nuro, followed by Reinforcement Learning (11%), Reinforcement Learning (11%), AI Agents (9%).

Machine Learning 20 36% required in 100% · 20 open now · since Jun 2026
Reinforcement Learning 6 11% required in 100% · 6 open now · since Aug 2026
Reinforcement Learning 6 11% required in 100% · 6 open now · since Aug 2026
AI Agents 5 9% required in 100% · 5 open now · since Aug 2026
Platform Engineering 4 7% required in 100% · 4 open now · since Jun 2026
Quantization 4 7% required in 100% · 4 open now · since Jun 2026
eBPF 4 7% required in 100% · 4 open now · since Jun 2026
Diffusion Models 3 5% required in 100% · 3 open now · since Aug 2026
Show all (42)
Imitation Learning3
Knowledge Distillation3
Model Distillation3
Path Planning3
Post-training3
SFT3
CI/CD2
Computer Vision2
Feature Store2
Fine-tuning2
Function Calling2
KV Cache2
Motion Planning2
Sensor Fusion2
Speculative Decoding2
Synthetic Data2
Tokenization2
Tool Use2
Vision-Language-Action2
A/B Testing1
Embeddings1
LLM Evaluation1
Model Predictive Control1
Multimodal AI1
NeRF1
Obstacle Avoidance1
Physical AI1
Pre-training1
SLAM1
SLI/SLO/SLA1
Self-Supervised Learning1
TCP/IP1

And 2 more, each named in fewer postings.

What does each Nuro team work with?

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

Backend

29 postings
C++26
Python19
GCP8
BigQuery7
Google BigQuery7
Linux7

AI/ML

18 postings
Python16
C++13
PyTorch6
TensorFlow5
PyTorch C++4
GCP3

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How much does Nuro pay by technology?

Median stated pay of the postings that name each technology, against the median of all Nuro postings with stated pay: $251k across 51 postings.

TechnologyPostings with payMedianvs company median
C++39$251k0%
Python33$291k+16%
GCP10$241k−4%
Linux7$275k+10%
BigQuery7$228k−9%
Google BigQuery7$228k−9%
Kubernetes7$228k−9%
PostgreSQL6$224k−11%
PyTorch5$291k+16%
TensorFlow5$291k+16%

How is the Nuro 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
Synthetic DataAug 2026
Vision-Language-ActionAug 2026
Diffusion ModelsAug 2026
DockerAug 2026
Imitation LearningAug 2026
Path PlanningAug 2026
SQLAug 2026
Apache KafkaAug 2026

How modern is the Nuro stack?

Cutting-edge AI adopter 80/100

Nuro 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: 3; legacy ones: 0.

How common is the Nuro stack in its industry?

Share of the 325 companies in the same industries, whose stack Alion knows, that use each technology.

C++27%
Python55%
GCP27%
BigQuery12%
Google BigQuery12%
Kubernetes30%
Linux31%
PostgreSQL29%
PyTorch18%
AWS42%

What sets Nuro apart

OpenGL3%

Questions about the Nuro tech stack

What programming languages does Nuro use?

The languages named in Nuro job postings are C++ (76%), Python (65%), Go (9%), Rust (5%), SQL (5%), as a share of the 55 postings of the last 12 months.

Does Nuro use PyTorch?

Yes. PyTorch is named in 6 of 55 job postings (11%) and required in 6 of them.

What cloud and platforms does Nuro use?

The cloud and platforms named in Nuro job postings are GCP (11), Kubernetes (7), Linux (7) (postings in brackets).

What skills do you need for a Backend job at Nuro?

Backend postings at Nuro most often require C++ (26), Python (19), GCP (8), BigQuery (7), out of 29 postings in the last 12 months.

Is the Nuro tech stack changing?

Yes. Synthetic Data, Vision-Language-Action, Diffusion Models, Docker first appeared in Nuro job postings in the last six months.

How modern is the Nuro tech stack?

Nuro 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: 3; legacy ones: 0.

How does Alion know the Nuro tech stack?

Alion reads every job posting Nuro publishes and tags the technologies each one names. The figures on this page count the 55 postings of the last 12 months and were updated on Oct 8, 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, "Nuro tech stack: 101 technologies from 55 job postings", as of Oct 8, 2026. https://alion.io/company/nuro/technologies

Licence: CC BY-SA 4.0JSON