Gather AI

Founding ML Engineer - AI

Remote

Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Virtual Collaboration, Remote Work TechnologyIndustries

Requirements

Candidates should possess a strong intuition about how large models behave at scale, and the creativity to apply that understanding to novel problems, along with hands-on experience in LLM fine-tuning and debugging, particularly with fine-tuning frameworks such as TRL, LoRA/QLoRA, and Axolotl. A deep intellectual curiosity and commitment to staying current with rapidly evolving ML research are also essential.

Responsibilities

As a Founding ML Engineer, you will define and evolve the AI experimentation strategy, design and implement novel fine-tuning approaches leveraging Gather’s unique internal data, mentor and inspire other engineers, and share learnings through internal demos, documentation, and potentially external publications.

Skills

Large Model Behavior
Machine Learning
AI Research
Hypothesis Testing
Practical ML Tools
Data Analysis

Gather AI

Autonomous inventory management software platform

About Gather AI

Gather.ai provides an autonomous inventory management platform designed for large-scale warehouses. The platform uses software to automate inventory scanning, significantly reducing the time and cost associated with traditional methods. By employing technologies like computer vision and machine learning, Gather.ai enables a single drone to complete tasks in eight minutes that would typically take employees two hours, making the process much faster and cheaper. Unlike competitors, Gather.ai operates on a software-as-a-service (SaaS) model, allowing clients to subscribe and integrate the platform with their existing systems without needing additional hardware. The goal of Gather.ai is to enhance operational efficiency in warehouses, making inventory management more streamlined and cost-effective.

Key Metrics

Pittsburgh, PennsylvaniaHeadquarters
2017Year Founded
$32.3MTotal Funding
SERIES_ACompany Stage
Robotics & Automation, Industrial & Manufacturing, Enterprise SoftwareIndustries
51-200Employees

Benefits

Compensation package will include equity
Comprehensive health insurance
Home office stipend
Very flexible schedule
Customized PTO

Risks

Reliance on off-the-shelf drones may pose supply chain risks.
Demand for real-time updates pressures Gather AI to continuously enhance software capabilities.
Strategic shifts by new CTO Andrew Hoffman could disrupt current operations.

Differentiation

Gather AI offers the first software-only autonomous inventory management platform for warehouses.
The platform uses off-the-shelf drones, reducing the need for specialized hardware.
Gather AI's team includes PhDs from Carnegie Mellon, enhancing its technological credibility.

Upsides

Gather AI raised $17M to scale operations and enhance AI-powered solutions in 2024.
The platform can scan 900 pallets per hour, significantly improving warehouse efficiency.
Andrew Hoffman, ex-Amazon Robotics engineer, joined as CTO, boosting innovation potential.

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