Senior AI/ML Systems Architect - Next-Gen Deep Learning Platforms
March 16
🔄 Hybrid – Bay Area
Description
• Drive the architecture and deployment of next-generation deep learning models, forming the backbone of groundbreaking AI solutions and revolutionizing problem-solving approaches • Apply Python and C++ skills in distributed computing to evolve high-performance AI training pipelines, enhancing the user experience and elevating system efficiency in AI applications • Develop new metrics and monitoring for model benchmarking, along with systems for failure detection, insightful visualizations, and predictive improvements, contributing significantly to the AI field • Play a crucial role in improving AI learning processes through sophisticated training data selection and synthesis, and apply advanced techniques to boost the performance and efficiency of deep learning networks • Engage in a dynamic, collaborative environment, focusing on AI/ML innovation with continuous integration and deployment, backed by state-of-the-art resources and a culture fostering creativity and continuous learning
Requirements
• Strong academic or industry background with a degree (BS, MS, or PhD) in deep learning, machine learning, or data analytics infrastructure, a strong software development background, and proficiency in Python and C++ • Exceptional problem-solving skills with a proven track record in building reliable, scalable applications and advanced software engineering • Experience in metrics, data analysis, and scientific evaluation, especially in autonomous systems, coupled with hands-on experience in managing machine learning pipelines in a production environment • Demonstrated ability to collaborate effectively, taking ownership, working towards shared goals within a team, and quickly building and refining systems • Competence in developing durable infrastructure components from scratch, with the ability to clearly and concisely articulate complex technical issues and strong documentation skills
Benefits
• Competitive compensation package, including equity and biannual bonuses • Comprehensive healthcare plans with options through Kaiser Permanente, Anthem, and Guardian, with benefits like medical coverage with infertility benefits • Flexible PTO and generous parental leave policies • Office perks, including a dog-friendly environment, free catered lunches, a fully stocked kitchen, and free EV charging • Long Term Disability, Short Term Disability, Life Insurance • Wellbeing Benefits: Headspace, One Medical, Gympass, Spring Health • Fidelity 401(k) plan • Commuter, FSA, Dependent Care FSA, HSA • Various incentive programs, including referral bonuses and patent bonuses
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