Gradient

Decentralized AI Researcher

Remote

Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Blockchain, Computer Science, AI & Machine LearningIndustries

Requirements

Candidates should possess a background in computer science, machine learning, applied mathematics, or a related field, with demonstrated research experience in distributed ML, secure computation, federated learning, or incentive systems. The ability to write clear technical documentation and communicate complex ideas effectively is essential, with bonus points for experience in decentralized protocols, zero-knowledge proof systems, or system-level AI optimization.

Responsibilities

The Decentralized AI Researcher will conduct original research on decentralized learning, distributed inference, and trustless collaboration in AI systems. They will contribute to the design of incentive mechanisms for open AI networks, prototype experimental systems, and communicate findings internally and externally. This role involves translating theoretical insights into practical designs with engineering collaborators and engaging with the global research community.

Skills

Machine Learning
Systems
Cryptography
Decentralized AI
Distributed Training
Model Integrity
Incentive Design
Privacy-Preserving Intelligence
Distributed Inference
Trustless Collaboration
Federated Learning
Secure Computation

Gradient

Energy-efficient window ACs and heat pumps

About Gradient

Gradient Comfort creates energy-efficient window air conditioners that also function as heat pumps, providing both cooling and heating without obstructing views. Their products use R-32 refrigerant, which is more environmentally friendly than traditional options, making them appealing to eco-conscious consumers, especially in regions with strict emissions regulations like New York. Unlike competitors, Gradient Comfort sells directly to consumers through its website, fostering a closer relationship with customers. The company's goal is to lead in clean energy innovation and support decarbonization efforts in home climate control.

San Francisco, CaliforniaHeadquarters
2017Year Founded
$32.1MTotal Funding
SERIES_ACompany Stage
Energy, Consumer GoodsIndustries
51-200Employees

Benefits

Equity
Medical/vision/dental/life/disability insurance
401k
Paid parental leave
Commuter benefits
Unlimited PTO within reason
Relocation package ( out of state applicants only )

Risks

Increased competition from established HVAC companies could challenge Gradient's market share.
Supply chain disruptions in the semiconductor industry may impact heat pump production.
Economic downturns could reduce consumer spending on Gradient's premium products.

Differentiation

Gradient's heat pumps use R-32 refrigerant, reducing environmental impact compared to HFCs.
The company's window-mounted design offers unobstructed views, ideal for urban living.
Gradient partners with NYC Housing Authority, showcasing commitment to community-focused solutions.

Upsides

Gradient received a $17.5 million grant to establish a Michigan manufacturing plant.
The Inflation Reduction Act incentives could boost sales of Gradient's heat pumps.
Growing eco-conscious consumerism supports Gradient's positioning as a green technology leader.

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