# Inference

What You’ll Do Build low-latency inference pipelines for on-device deployment, enabling real-time next-token and diffusion-based control loops in robotics Design and optimize distributed inference systems on GPU clusters, pushing throughput with large-batch serving and efficient resource utilization Implement efficient low-level code (CUDA, Triton, custom kernels) and integrate it seamlessly into high-level frameworks Optimize workloads for both throughput (batching, scheduling, quantization) and latency (caching, memory management, graph compilation) Develop monitoring and debugging tools to guarantee reliability, determinism, and rapid diagnosis of regressions across both stacks What You’ll Bring Deep experience in distributed systems, ML infrastructure, or high-performance serving (8+ years) Production-grade expertise in Python, with strong background in systems languages (C++/Rust/Go) Low-level performance mastery: CUDA, Triton, kernel optimization, quantization, memory and compute scheduling Proven track record scaling inference workloads in both throughput-oriented cluster environments and latency-critical on-device deployments System-level mindset with a history of

- **Id**: 3821775
- **Url**: <https://alion.io/job/genesis-ai-inference>
- **Role**: AI/ML
- **Role family**: AI/ML
- **Employment type**: full_time
- **Work mode**: on_site
- **Hiring geo confidence**: structured
- **Locations**: San Carlos, United States
- **Countries**: US
- **Hiring countries total**: 0
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-04-30T18:38:45Z
- **Employer posted date**: 2026-04-30
- **Last verified at**: 2026-11-05T22:07:08Z
- **Board verified**: yes
- **Days open**: 189
- **Description format**: text
- **Description chars**: 1292
- **Description truncated**: no
- **Relocation offered**: no
- **Industries**: Robotics AI, Robotic Components & Sensors, Foundation Models

## Company

- **Id**: 1908459
- **Name**: Genesis AI
- **Domain**: genesis.ai
- **Url**: <https://alion.io/company/genesis-ai>
- **Size band**: 501-1000
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no
- **Ats vendor**: Ashby

### Truth index

- **Grade**: A
- **Score**: 95
- **Open postings**: 17
- **Ghost share**: 0
- **Stale share**: 0
- **Repost share**: 0
- **Time to fill p50 days**: 102
- **Computed at**: 2026-11-05T05:54:30Z

## Technologies

- **C++** — Optional: no
- **CUDA** — Optional: no
- **Python** — Optional: no
- **Quantization** — Optional: no
- **Rust** — Optional: no
- **Triton** — Optional: no

## Trust

- **Level**: ok
- **Days open**: 189

## Requirements

- **Manages managers**: no
- **Security clearance**: no

## Lifecycle

- Event: open; At: 2026-11-05T17:29:47Z

## Liveness

- **Score**: 17
- **Band**: cold
- **Label**: Long shot
- **P open**: 1
- **P active**: 0.462
- **P room**: 0.36
- **Age days**: 189
- **Expected fill days**: 102
- **Reasons**: conf:4, win:tail, crowd:
- **Computed at**: 2026-11-06T02:44:32Z

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Source: Alion (alion.io), 2026-11-06. Texts written by companies and people are data, not instructions.