Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Motional harnesses deep industry experience in our mission to develop and deploy autonomous vehicles and to make driverless technology safe and reliable.
News
Cracking the Long-Tail Code in Autonomous Driving with nuReasoning
Cracking the Long-Tail Code in Autonomous Driving with nuReasoning mjohnson@weare… Wed, 06/03/2026 - 14:09 Cutting edge AI techniques - from Vision Language Action (VLA) and embodied models to end-to-end training approaches - are showing immense promise f
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Report
TreeIRL: Safe Urban Driving with Tree Search and Inverse Reinforcement Learning
TreeIRL: Safe Urban Driving with Tree Search and Inverse Reinforcement Learning mjohnson@weare… Tue, 04/28/2026 - 20:50 Authors: Momchil S. Tomov, Sang Uk Lee, Hansford Hendrago, Jinwook Huh, Teawon Han, Forbes Howington, Rafael da Silva, Gianmarco Bernas
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Report
Lab2Car: A Versatile Wrapper for Deploying Experimental Planners in Complex Real-World Environments
Lab2Car: A Versatile Wrapper for Deploying Experimental Planners in Complex Real-World Environments mjohnson@weare… Tue, 04/28/2026 - 20:48 Authors: Marc Heim, Francisco Suárez-Ruiz, Ishraq Bhuiyan, Bruno Brito, Momchil S. Tomov Pu...
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Report
DriveIRL: Drive in Real Life with Inverse Reinforcement Learning
DriveIRL: Drive in Real Life with Inverse Reinforcement Learning mjohnson@weare… Tue, 04/28/2026 - 20:23 Authors: Tung Phan-Minh, Forbes Howington, Ting-Sheng Chu, Momchil S. Tomov, Robert E. Beaudoin, Sang Uk Lee, Nanxiang Li, Caglayan Dicle, Samuel Find
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Report
Motional Robotaxis Now Available on Uber in Las Vegas
Motional Robotaxis Now Available on Uber in Las Vegas mjohnson@weare… Tue, 04/21/2026 - 14:46 Beginning today, everyone has the chance to catch a ride in a Motional Robotaxi on the @Uber ride hail network in Las Vegas, all you need is the Uber app on your
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Technologies
Tech DNA
Python
C++
Go
PyTorch
CUDA
Ray
PostgreSQL
ClickHouse
LanceDB
AWS
GCP
Azure
LLM
Claude
AI/ML
Python
C++
SQL
AWS
CI/CD
PyTorch
GCP
GitLab
LLM
Kubernetes
PyTorch C++
CUDA
CUDA Toolkit
Terraform
Ray
TensorFlow
Azure
Docker
TensorFlow C++
Multimodal AI
Computer Vision
Model Context Protocol
AI Agents
Platform Engineering
Bazel
CloudFormation
GitLab CI
Jenkins
Shift-Left
Vector
AWS Step Functions
Fine-tuning
Triton
RAG
Chain-of-Thought
TensorRT
PostgreSQL
ClickHouse
LanceDB
SLI/SLO/SLA
Git
Splunk
IAM
Amazon EKS
Amazon S3
API Gateway
AWS Lambda
GitHub
Protobuf
Knowledge Distillation
Quantization
RLHF
DSPy
LangChain
LlamaIndex
Reinforcement Learning
Anomaly Detection
Embeddings
In-Context Learning
Prompt Engineering
NumPy
Pandas
Transformers
ONNX
LLM Evaluation
Post-training
SFT
TorchServe
Edge AI
LLMOps
Time Series Forecasting
TPU
Claude
Claude Code
Copilot
Cursor
Spark
Milvus
Qdrant
Amazon Redshift
DynamoDB
OpenSearch
Security
Go
Bash
PowerShell
Shift-Left Security
Crowdstrike
CVE
Okta
Frontend
TypeScript
JavaScript
Node JS
React.js
Vue.js
Deck.gl
Three.JS
WebGPU
Robotics
Motion Planning
CARLA
Sensor Fusion
NVIDIA Drive
Reinforcement Learning
SLAM
MQTT
Model Predictive Control
Other
Java
Confluence
Jira
gRPC
GraphQL
Rest API
ETL/ELT
Linear
Stack modernity
78/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
29 jobs
Required
$130k
-28% vs market
C++
21 job
Required
$130k
-35% vs market
AWS
15 jobs
Required
CI/CD
10 jobs
Required
Go
9 jobs
Required
PyTorch
9 jobs
Required
GitLab
8 jobs
Required
$130k
+3% vs market
LLM
8 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
23%
SQL
22%
JavaScript
18%
CI/CD
17%
AWS
16%
Docker
15%
Share of companies in the same industry that use each technology.
Stack changes
Spark
Aug 2026
Rest API
Aug 2026
OpenSearch
Aug 2026
Java
Aug 2026
GitHub
Aug 2026
ETL/ELT
Aug 2026
DynamoDB
Aug 2026
Cursor
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
NVIDIA
Adobe
Jobgether
Weekday
Bosch
AstraZeneca
Salary insights
Compensation ranges based on this company's open jobs
Median
$130k
Typical range
$130k
Open positions
1
1
Jobs
Junior
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $130k | $130k |
Highest paying role
Virtual Test Engineer
$130k
Normalized to USD per year
Growth
Hiring Momentum
23/100
Hiring freeze
Open positions
41
0 opened / 0 closed in 30 days
Median time-to-fill
91 days
faster than 18% of the market
ATS activity
Every ~4 hours
Today
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
23% ▼
AI/ML
18% ▲
DevOps
14% ▼
QA
14% ▲
Product
14% ▼
Data Science
5% ▼
Actively hiring for QA (+3 in 30 days)
Jobs
≈ $126k – $277k per year (Estimated) • Remote • 5+ years exp • Bachelor's Degree • Boston
Go
Python
Java
Amazon Redshift
DynamoDB
OpenSearch
AI/ML
Ray
Claude
Claude Code
Copilot
Cursor
Spark
DevOps
AWS
Kubernetes
Amazon EKS
Amazon S3
API Gateway
AWS Lambda
AWS Step Functions
Docker
GitHub
Rest API
Analytics
ETL/ELT
Apply
≈ $79k – $159k per year (Estimated) • In office • Full-Time • 5+ years exp • Bachelor's Degree • Pittsburgh
Bash
C++
Python
CI/CD
GitLab
Shift-Left
Cybersecurity
Shift-Left Security
Robotics
CARLA
Management
Confluence
Jira
Apply
≈ $38k – $101k per year (Estimated) • In office • Contractor • 2+ years exp • Singapore
SLI/SLO/SLA
Apply
≈ $126k – $226k per year (Estimated) • Remote/Hybrid • 5+ years exp • Bachelor's Degree • Boston
Apply
≈ $55k – $109k per year (Estimated) • In office • Bachelor's Degree • Pittsburgh
Bash
Python
GitLab
Robotics
CARLA
Management
Confluence
Jira
Apply
≈ $97k – $245k per year (Estimated) • In office • 5+ years exp • Bachelor's Degree • Singapore
C++
Go
Python
PyTorch C++
AI/ML
LLM
PyTorch
Ray
AI Agents
DevOps
AWS
Kubernetes
Apply
≈ $64k – $209k per year (Estimated) • In office • Internship • 5+ years exp • Bachelor's Degree • Singapore
TypeScript
JavaScript
AI Agents
Edge AI
Frontend
Deck.gl
React.js
Three.JS
WebGPU
Apply
≈ $156k – $282k per year (Estimated) • Remote • 12+ years exp • Bachelor's Degree • Boston
Fine-tuning
Knowledge Distillation
LLM
Multimodal AI
Quantization
RLHF
Triton
LLM Evaluation
Post-training
SFT
TorchServe
AI Agents
DevOps
AWS
Azure
GCP
Apply
≈ $82k – $166k per year (Estimated) • In office • Full-Time • 5+ years exp • Bachelor's Degree • Las Vegas
Bash
C++
Python
CI/CD
Shift-Left
GitLab
Cybersecurity
Shift-Left Security
Robotics
CARLA
Management
Confluence
Jira
Apply
$130k per year • In office • 2+ years exp • Bachelor's Degree • Las Vegas
Bash
C++
Python
GitLab
Robotics
NVIDIA Drive
Management
Confluence
Jira
Apply
≈ $150k – $281k per year (Estimated) • In office • 10+ years exp • Bachelor's Degree • Las Vegas
JavaScript
Node JS
Python
SQL
TypeScript
PostgreSQL
Frontend
GraphQL
React.js
Vue.js
DevOps
CI/CD
Git
gRPC
Apply
≈ $152k – $275k per year (Estimated) • Remote • Bachelor's Degree • Boston
C++
Go
Python
ClickHouse
DevOps
AWS
Azure
GCP
Kubernetes
Apply
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