Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials

Overview

Pony.ai is a global leader in autonomous driving technology that develops full-stack software and hardware platforms for self-driving vehicles. The company operates driverless Robotaxi services and autonomous freight trucking networks across major international markets. Leveraging partnerships with top automakers and industrial partners, Pony.ai aims to make transportation safer, more efficient, and commercially scalable worldwide.

Technologies

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Tech DNA
Python
C++
Java
PyTorch
CUDA
LLM
VLM
AI/ML
Python
C++
LLM Guardrails
Fine-tuning
LLM
PyTorch
RLHF
VLM
Computer Vision
CUDA Toolkit
Reinforcement Learning
TensorRT
CUDA
Post-training
Other
Java
Motion Planning
Imitation Learning
Reinforcement Learning
Stack modernity Cutting-edge AI adopter
81/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python 9 jobs Required
$120k -33% vs market
C++ 8 jobs Required
$120k -40% vs market
Motion Planning 4 jobs Required
$130k -45% vs market
Java 3 jobs Required
$120k -25% vs market
LLM Guardrails 2 jobs Required
$120k -45% vs market
Computer Vision 1 job Required
$245k +19% vs market
Fine-tuning 1 job Required
$150k -35% vs market
RLHF 1 job Required
$150k -49% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
LLM
14%
Java
9%
PyTorch
7%
C++
6%
Fine-tuning
6%
Share of companies in the same industry that use each technology.
Stack changes
LLM Guardrails Aug 2026
Post-training Aug 2026
CUDA Aug 2026
TensorRT Aug 2026
Reinforcement Learning Aug 2026
Reinforcement Learning Aug 2026
Imitation Learning Aug 2026
CUDA Toolkit Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.

Salary insights

Compensation ranges based on this company's open jobs
Median
$120k
Typical range
$84k – $245k
Open positions
9
5 Jobs
Intern 20%
Senior 60%
Staff 20%
Level Jobs Median Typical range
Intern 1 $84k $84k
Senior 3 $140k $120k – $140k
Staff 1 $245k $245k
Highest paying role Staff/Senior Staff Software Engineer - Perception $245k
Normalized to USD per year

Growth

Hiring Momentum
63/100
Growing
Open positions
9
1 opened / 5 closed in 30 days
ATS activity
Every ~3 days
08/30/2026
Hiring Dynamics +100%
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
100%
Activity Timeline
Added CUDA to stack Aug 2026
Added TensorRT to stack Aug 2026
Added Reinforcement Learning to stack Aug 2026
Added Reinforcement Learning to stack Aug 2026
Added Imitation Learning to stack Aug 2026
Added CUDA Toolkit to stack Aug 2026
Added Computer Vision to stack Aug 2026
Added VLM to stack Aug 2026
Added RLHF to stack Aug 2026
Added PyTorch to stack Aug 2026
Added LLM to stack Aug 2026
Added Fine-tuning to stack Aug 2026

Jobs

Software Engineer, Decision Making & Path Planning

Verified live · 1 day ago 14 days ago
$120k per year • Equity • In office • Full-Time • Fremont
C++
Java
Python
Motion Planning
Apply

Software Engineer, Behavior

Verified live · 1 day ago 26 days ago
$120k per year • Equity • In office • Full-Time • Fremont
C++
Java
Python
Motion Planning
Apply

Software Engineer - Evaluation

Verified live · 1 day ago 1 month ago
$120k per year • Equity • In office • Full-Time • Fremont
C++
Python
LLM Guardrails
Apply

(Senior) Software Engineer - Behavior

Verified live · 1 day ago 1 month ago
$140k per year • Equity • In office • Full-Time • 2+ years exp • Fremont
C++
Java
Python
Motion Planning
Apply

Software Engineer Intern - Generalist

Verified live · 1 day ago 3 months ago
$84k per year • In office • Internship • Fremont
C++
Python
Apply

Machine Learning Engineer - Reinforcement Learning

Verified live · 1 day ago 3 months ago
$150k per year • Equity • In office • Full-Time • Fremont
Python
Fine-tuning
LLM
PyTorch
RLHF
VLM
Post-training
Apply

Staff/Senior Staff Software Engineer - Perception

Verified live · 1 day ago 3 months ago
$245k per year • Equity • In office • Full-Time • 5+ years exp • Fremont
C++
Python
Computer Vision
Apply

Senior Software Engineer - Evaluation

Verified live · 1 day ago 3 months ago
$120k per year • Equity • In office • Full-Time • Fremont
C++
Python
LLM Guardrails
Apply

(Senior) Software Engineer, Deep Learning

Verified live · 1 day ago 2 years ago
$140k per year • Equity • In office • Full-Time • 2+ years exp • Fremont
C++
Python
CUDA Toolkit
Reinforcement Learning
TensorRT
CUDA
Robotics
Imitation Learning
Motion Planning
Reinforcement Learning
Apply