# Lead Test-Time Compute & Search Inference Architect

- Link: https://accel-dna.com/jobs/lead-test-time-compute-search-inference-architect/
- Published: 2026-11-14T14:00:00+00:00
- Author: 

## Opportunity Overview

**Location:** 100% Remote (United States)
**Employment Type:** Full-Time Direct-
Hire via Accel DNA**Compensation Range:** $235,000 – $285,000 Base + Equity Options**
Hiring Company:** Accel DNA – Enterprise Data, Analytics & AI Talent Solutions

Lead the architectural design of test-time search algorithms, monte carlo tree search(
MCTS) decoders, and extended reasoning verification loops for frontier autonomous
systems.

## Key Responsibilities:

 * Architect and benchmark dynamic test-time computation policies allowing reasoning
   models to scale inference latency for mission-critical queries.
 * Integrate tree-of-thought and graph-of-thought exploration algorithms into production
   agentic execution graphs.
 * Collaborate with LLMOps teams to profile KV cache memory footprint and throughput
   on NVIDIA H100/B200 clusters.
 * Implement automated process reward models (PRMs) to evaluate intermediate reasoning
   steps in complex code generation and mathematical proofs.

## What You Bring:

 * 6+ years in deep learning, transformer architecture, or algorithmic search systems.
 * Demonstrated experience with test-time compute scaling, beam search customization,
   and reinforcement learning.
 * Proficiency in PyTorch, C++/CUDA extensions, vLLM, and Triton Inference Server.
 * Master’s or Ph.D. in Computer Science, Artificial Intelligence, or Applied Mathematics.

## About Accel DNA & How to Apply:

Accel DNA is North America’s specialized talent partner for Data Science, Generative
AI, and Machine Learning. Headquartered at 30 Wall Street, New York, we connect 
top-tier technical practitioners with industry-leading enterprise teams.

Interested in exploring this opportunity? Submit your profile or portfolio directly
to [contact@accel-dna.com](https://accel-dna.com/jobs/lead-test-time-compute-search-inference-architect/contact@accel-dna.com)
or apply through [https://accel-dna.com/contact-us/](https://accel-dna.com/contact-us/).