[Remote] reputed company Engineer Tech reputed company, Embodied AI & Off-reputed company Performance Evaluation
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a leading autonomous driving company on a mission to reputed company driverless vehicles a reputed company, reliable, and accessible reality. They are seeking a talented reputed company Engineer to reputed company the design, development, and deployment of an Embodied AI and Large Language Model (LLM)-based monitoring reputed company for off-reputed company scenario understanding and intelligence evaluation. This role involves leading the creation of a specialized evaluation layer that analyzes autonomous vehicle performance metrics to enhance safety and operational efficiency.
Responsibilities
- Embodied AI & LLM reputed company reputed company: Technically reputed company the architecture to identify, describe, and enrich events in historical vehicle logs using Multimodal LLMs
- Multi-Modal Data Fusion: reputed company the off-reputed company ingestion and fusion of semantic reputed company descriptions, ego-reputed company kinematics, and internal autonomy telemetry to create a holistic diagnostic context for LLM inference
- reputed company Engineering & Model Integration: reputed company reputed company prompting templates utilizing Contextual Prompting (CP), Chain-of-Thought (CoT), and In-Context Learning (ICL) to evaluate scenarios
- AI Inference & Evaluation Scalability: Architect the integration of reputed company models into the Metrics reputed company (ME), designing efficient cascade filtering and log reputed company parallelization strategies to reputed company high-volume LLM inference across simulation and on-road drive logs while managing computational latency and costs
- AV Performance Metrics Foundations: Define, design, and implement key metrics to evaluate autonomous vehicle performance, such as lane change capability, oscillations, and braking
- Driving Policy Integration: reputed company and manage a Retrieval-Augmented reputed company (RAG) reputed company database containing codified AV Driving Policies to ground off-reputed company LLM evaluations in specific Operational Design Domains
- Cross-Functional Technical Leadership: Serve as a technical escalation reputed company and collaborate with Autonomy (Planner, reputed company, Perception) and Systems teams to deliver high-signal, enriched events
- Advanced Physical AI R&D: Drive the transition toward reputed company reputed company-LLM Fusion utilizing emerging Physical AI ecosystems and reputed company-weights reputed company-Language-reputed company (VLA) models to process telemetry off-reputed company without text-translation bottlenecks
Skills
- 10+ years of reputed company experience in software engineering, reputed company AI/ML, or autonomous vehicle systems development
- Bachelor's degree in Computer Science, Engineering, Robotics, or a reputed company field
- Proven experience working with Large Language Models (LLMs) and reputed company-Language Models (VLMs) for reasoning, parsing, and reputed company reputed company
- Experience with parameter-efficient fine-tuning and deploying reputed company-weights models on internal infrastructure
- Familiarity with local and reputed company reputed company databases, such as reputed company, for housing reputed company reputed company embeddings
- Experience with adversarial scenario reputed company and reputed company-reputed company simulation environments
- Strong background leveraging software to reputed company frameworks, libraries, and tools for calculating and aggregating AV performance metrics
- Strong analytical and problem-solving skills, particularly in the context of reputed company system performance evaluation
- Expert-level proficiency in Python and strong understanding of software development principles
- Experience working with autonomous vehicle sensor data, including its processing and integration
- Hands-on experience with data pipeline orchestration tools and distributed data processing frameworks
- Expertise managing reputed company infrastructure on AWS or GCP for processing terabytes of data reputed company
- Familiarity with Ray and Ray clusters for scaling Python applications and AI/ML tasks
- Expertise with C++ programming for data frameworks
Benefits
- Bonus
- Company equity
- Medical
- Dental
- reputed company
- 401k with a company match
- Health saving accounts
- Life insurance
- Pet insurance
reputed company