Machine Learning Engineer
SweedSalary not specified
Full Time
Mid-level (3 to 4 years)
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Decentralized Systems, AI & Machine Learning, CryptographyIndustries
Requirements
Candidates must possess strong programming skills in Python, Rust, or Go, and have experience with AI/ML model training and serving pipelines using frameworks like PyTorch, JAX, or TensorFlow. A solid foundation in distributed systems, networking, or applied cryptography is essential, along with familiarity with concepts such as federated learning, secure aggregation, or verifiable intelligence. Experience with blockchain protocols, zkML, or decentralized networks is considered a bonus.
Responsibilities
The Research Engineer will design and implement protocols for decentralized AI training and inference, including federated learning, distributed fine-tuning, and secure model serving. Responsibilities include building scalable systems for AI workloads across heterogeneous networks and devices, contributing to architectural decisions, performance optimization, and reliability engineering, and collaborating with researchers and system engineers to translate novel ideas into real-world systems. The role also involves staying current with advancements in AI, distributed infrastructure, and cryptographic mechanisms.
Skills
Python
Rust
Go
AI/ML model training
AI/ML model serving
PyTorch
JAX
TensorFlow
Distributed systems
Networking
Applied cryptography
Federated learning
Distributed fine-tuning
Secure model serving
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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