Gensyn

Related companies:

Jobs at this company:

Apply
πŸ”₯ DevOps Engineer
Posted 2024-11-12

πŸ“ West Coast, Central Europe

πŸ” Machine intelligence

  • Experience deploying large scale workloads to one or more cloud providers.
  • Experience monitoring and being on call for internal and external deployments.
  • Infrastructure as Code and GitOps expertise, preferably with Terraform.
  • Experience with Kubernetes or equivalent container orchestration solution.
  • Experience managing OTel, Prometheus, or similar open-source observability systems.
  • Proficiency in Python, shell scripting, and Linux.

  • Support the development, deployment, and observability of the mainnet and internal products.
  • Manage observability and deployments for a complex, distributed system.
  • Manage CI/CD and build pipeline infrastructure.
  • Author and maintain internal developer support tools.

CI/CDDevOpsTerraform

Posted 2024-11-12
Apply
Apply

πŸ“ West Coast (PT), Central Europe (CET)

πŸ” Machine Intelligence

  • Rock solid computer science fundamentals
  • Demonstrable production experience shipping code
  • Willingness to upskill on rust-lang, proficient in one system level language
  • Deep understanding of distributed systems or systems at scale
  • Operating system fundamentals - preferably Linux/macOS
  • Highly self-motivated with excellent verbal and written communication skills

  • Build simple software components that help solve complex challenges in distributed machine learning training
  • Contribute to and maintain the Gensyn node, CLI, and related tools by implementing new features, optimizing existing solutions, fixing bugs, and participating in architectural design
  • Conduct code reviews to uphold high standards of code quality across the team
  • Measure and optimize existing components to ensure they meet end-user requirements effectively

Machine LearningData StructuresRustCommunication SkillsLinuxWritten communication

Posted 2024-11-12
Apply
Apply

πŸ“ West Coast (PT), Central Europe (CET)

πŸ” Machine Learning / AI

  • Experience building an ML runtime.
  • Experience building and profiling highly-parallel, low-level systems.
  • Deep knowledge of memory management techniques.
  • Experience with infrastructure / distributed systems.
  • Experience working with system kernels and drivers (preferred).
  • Experience in a venture backed start-up environment (preferred).
  • Experience working with ML accelerators such as GPUs (preferred).
  • Technical machine learning experience (nice to have).
  • Experience with MLIR (nice to have).
  • Experience building and/or profiling ML kernels (nice to have).

  • Design, build, and maintain the Gensyn runtime environment.
  • Work closely with the Compiler and Distributed Training teams to ensure reproducibility.
  • Communicate design decisions and specifications to the broader Gensyn team.

Machine Learning

Posted 2024-11-07
Apply
Apply

πŸ“ West Coast (PT) and Central Europe (CET)

πŸ” Machine Learning, AI, Cryptography

  • Ability to drive initiatives forward in a high entropy environment.
  • Deep appreciation for working in small-scale, high-powered teams.

  • You tell us!
  • Particularly interested in areas such as cryptography engineering (specifically with GPUs), understanding and navigating AI & Crypto regulations, and cryptoeconomics.

PythonSoftware DevelopmentArtificial IntelligenceBlockchainEthereumMachine LearningWeb3.jsCommunication SkillsAnalytical SkillsCollaboration

Posted 2024-11-07
Apply
Apply

πŸ“ West Coast, Central Europe

🧭 Full-Time

πŸ” Machine Learning, AI

  • Demonstrated background with novel research in machine learning via first author publications.
  • Comfortable working in an applied research environment with high autonomy and unpredictable timelines.
  • Highly self-motivated with excellent verbal and written communication skills.
  • Existing work in modular, distributed, or continual deep learning is preferred.
  • Experience with cryptography applied to machine learning and a strong public presence are nice to have.

  • Own and pursue novel research, focusing on scalable, distributed models over decentralised infrastructure.
  • Design, build, test, and iterate new model architectures.
  • Write research papers targeting top-tier AI conferences such as NeurIPS, ICML, ICLR.
  • Collaborate with research and production engineering teams.

PythonSoftware DevelopmentArtificial IntelligenceData AnalysisElasticSearchKerasMachine LearningNumpyPyTorchAlgorithmsData analysisElasticsearchGoPandasSparkTensorflowCommunication SkillsAnalytical SkillsCollaboration

Posted 2024-11-07
Apply
Apply

πŸ“ West Coast, Central Europe

πŸ” Machine learning

  • Comfortable working in environments with a heavy research component
  • Demonstrable production experience working with modern parallelisation frameworks (e.g. FSDP, Megatron-LM, DeepSpeed)
  • Deep theoretical knowledge of deep learning or distributed systems

Convert novel hybrid parallelisation and verification research into production code

PythonBlockchainEthereumMachine LearningNumpyPyTorchAlgorithmsGoRustTensorflow

Posted 2024-11-07
Apply
Apply

πŸ“ West Coast (PT), Central Europe (CET)

πŸ” Machine learning, AI

  • Strong software engineering skills with substantial experience as a practicing software engineer.
  • Hands-on experience in distributed compute environments, writing GPU Kernels (e.g. CUDA, PTX, MPX/MLX, IR) and/or implementing GPU-specific optimizations.
  • In-depth understanding of deep learning, recent architectural trends, and practical experience with machine learning frameworks like PyTorch, TensorFlow, scikit-learn.

  • Develop performant GPU kernels and compute infrastructure from the framework level (e.g. PyTorch) down to IR representations.
  • Ensure reproducibility in multi-GPU distributed training environments.
  • Design novel algorithms focusing on numerical properties and stable compute flows optimized for modern cryptographic systems.

PythonSoftware DevelopmentArtificial IntelligenceGitJavaJavascriptMachine LearningNumpyPyTorchJavaScriptAlgorithmsGo

Posted 2024-11-07
Apply
Apply

πŸ“ West Coast (PT) and Central Europe (CET)

πŸ” Machine learning, AI technology

  • Experience delivering world-class web-based user experiences.
  • Understanding of modern TypeScript, JavaScript, HTML, and CSS.
  • Expertise in at least one modern backend technology (Node, Golang, Python, etc.).
  • Python familiarity, or willingness to learn to integrate with Gensyn’s Python SDK.
  • Experience designing data models, APIs, and service-oriented architectures.
  • Experience operating web servers, services, and databases in production.
  • Experience scaling applications in a high-growth startup environment.

  • Collaborate cross-functionally to define requirements for Gensyn’s first consumer-facing product.
  • Establish the architecture and tech stack for the first consumer-facing application built on Gensyn’s decentralized AI network.
  • Develop and operationally support web applications for Gensyn users and community members.

HTMLCSSJavascriptTypeScriptJavaScript

Posted 2024-11-07
Apply
Apply

πŸ“ West Coast, Central Europe

🧭 Full-Time

πŸ” Machine Learning, AI

  • Base-level understanding of traditional compilers (LLVM, GCC) and graph traversals for writing code.
  • Solid software engineering skills with experience in shipping production code.
  • Understanding of parallel programming related to GPUs.
  • Strong willingness to learn Rust as the company requires that everyone learns Rust.
  • Ability to operate on High-Level IR/Clang/LLVM up to middle-end optimisation; and/or Low-Level IR/LLVM targets/target-specific optimisation.

  • Lower deep learning graphs from common frameworks (PyTorch, Tensorflow, Keras, etc.) down to an IR representation for training with a focus on reproducibility.
  • Write novel algorithms for transforming intermediate representations of compute graphs between different operator representations.
  • Take ownership of areas in front-end, middle-end, or back-end compiler development.

KerasMachine LearningPyTorchAlgorithmsGoRustTensorflowCommunication Skills

Posted 2024-11-07
Apply