Full-Time

Machine Learning Systems Engineer

Multiple Teams

Attention Engineering

Attention Engineering

Desktop AI co-pilot automating user workflows

Compensation Overview

$180k/yr

Palo Alto, CA, USA

In Person

Category
Software Engineering (1)
Required Skills
FastAPI
Machine Learning
Postgres
Docker
Terraform
Redis
Google Cloud Platform
Requirements
  • Experience building systems or products and taking ownership of large, critical parts of a system.
  • Ability to work in one or more of the listed technical specialties, including AI runtime and agent orchestration, search and retrieval, applied machine learning, backend systems, or infrastructure and reliability.
Responsibilities
  • Own large, critical parts of the system.
  • Work directly on the product, platform, and infrastructure.
  • Depending on specialization, manage context, tool use, vision-language models, model selection, and production output quality; build embedding pipelines and ranking and retrieval architecture; work on evaluations, applied machine learning, and model quality; develop backend systems and workflow architecture; or build infrastructure, cloud platform, and reliability systems.
Attention Engineering

Attention Engineering

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Attention Engineering develops a desktop-native AI assistant that observes on-screen activity to learn a user's workflow and proactively automate tasks across apps. It runs in the background as a personal co-pilot, building a live model of behavior to suggest and eventually execute next steps with less prompting. Unlike reactive, command-only tools, it focuses on contextual, proactive automation tailored to individual workflows and aims for enterprise pilots and scalable productivity. The goal is to amplify human productivity by turning everyday work into autonomous task execution within supported applications.

Company Size

N/A

Company Stage

Seed

Total Funding

$1.3M

Headquarters

Burnaby, Canada

Founded

2025

Simplify Jobs

Simplify's Take

What believers are saying

  • Attention raised $1.25 million in November 2025 from Village Global and Liquid 2 Ventures.
  • Coast's July 28, 2026 local preview shows live product momentum and distribution.
  • Enterprise pilots were planned with the raise, creating a near-term path to revenue.

What critics are saying

  • OpenAI ChatGPT Work and Codex now bundle desktop agents, compressing Attention's wedge.
  • Only five employees in November 2025 leaves execution risk against better-funded giants.
  • If Coast's local-memory thesis fails, the product becomes a feature, not a company.

What makes Attention Engineering unique

  • Coast records desktop context locally, not cloud-first, emphasizing privacy and on-device memory.
  • Aidan Guo and Julian Windeck combine product instincts with Cambridge, MIT, Berkeley research depth.
  • The company targets proactive workflow learning, not generic chat, across desktop applications.

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Company News

Grit Daily Group
Oct 7th, 2025
Attention Engineering: The “Right-Time” AI Startup Founded By Aidan Guo, Backed by Village Global - Grit Daily News

AI promises everything from smarter search to automated workflows, yet most tools remain limited to reactive chatbots or single-purpose copilots. They rarely