Job Overview
At Skild AI, we are on a mission to build the world's first general-purpose robotic intelligence. We are seeking a Software Engineer to join our team and work on developing and optimizing the software infrastructure and tools necessary for training cutting-edge AI models. This role is pivotal in building robust, scalable, and efficient training pipelines and frameworks that support the entire machine learning lifecycle, from data preparation to model deployment.
Key Responsibilities
- Develop and maintain robust, scalable, and distributed training pipelines, including data preprocessing, training orchestration, and model evaluation.
- Optimize training processes for performance and resource utilization, ensuring scalability and reliability.
- Collaborate with researchers and machine learning engineers to integrate state-of-the-art algorithms and techniques into training pipelines.
- Monitor and analyze training processes, identifying bottlenecks and proposing solutions to improve efficiency and performance.
- Ensure the robustness and reliability of the training infrastructure, including automated testing and continuous integration.
Preferred Qualifications
- BS, MS, or higher degree in Computer Science, Robotics, Engineering, or a related field, or equivalent practical experience.
- Proficiency in Python, C++, or similar languages, and at least one deep learning library such as PyTorch, TensorFlow, or JAX.
- Strong background in distributed computing, parallel processing techniques, and handling large-scale datasets.
- Deep understanding of state-of-the-art machine learning techniques and models.
- Experience with cloud-based training environments (AWS, Google Cloud, Azure).
- Experience in developing and maintaining software tooling and infrastructure for machine learning.
- Deep understanding and practical experience with software engineering principles, including algorithms, data structures, and system design.
- Experience with continuous integration and automated testing frameworks.
About Skild AI
Skild AI is dedicated to building general-purpose robotic intelligence that is robust and adapts to unseen scenarios without failing. We believe that massive scale through data-driven machine learning is the key to unlocking these capabilities for the widespread deployment of robots within society. Our team consists of individuals with varying levels of experience and backgrounds, from new graduates to domain experts. We are looking for passionate individuals who are eager to explore uncharted waters and contribute to our innovative projects.
Join us in pushing the boundaries of what AI can achieve in real-world robotics applications.
Benefits Extracted with AI
- Competitive salary
- Opportunities for career growth
- Collaborative work environment
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