Principal AI Solutions Software Engineer, AI Systems (UK – Remote)

NLP PEOPLE

London, United Kingdom Full-time in I.T. & Communications
    • Job ID 1638257

    Job Description

    Working at SambaNova

    SambaNova Systems is hiring a Principal AI Solutions Software Engineer, AI Systems. This role offers an unparalleled opportunity to work E2E (end-to-end) with cross-functional teams across Sambanova’s software, hardware and ML teams to transform cutting-edge AI research into customer-empowering solutions with superior AI System performance and accuracy, propelling us towards making a substantial impact across diverse industries. We eagerly welcome individuals with exceptional talent to join us in this transformative journey.

    Responsibilities
    • Work with both external users and internal engineering teams to develop robust, efficient and scalable AI solutions that meet customers’ needs.
    • Integrate the latest model architecture, data curation, and performance optimization technologies from the AI industry and research into SambaNova’s technical stack.
    • Create end-to-end solutions for ML applications to enable model training and fine-tuning on domain-specific data.
    • Enable high throughput and low latency inference applications for at-scale deployment.
    • Collaborate with cross-functional software and hardware teams to innovate customer-centric applications.
    • Work with diverse data types: textual, unstructured, tabular and multimodal data.

    Basic Qualifications
    • Bachelor’s or higher degree in Computer Science, Electrical Engineering, Applied Mathematics, Physics, or Statistics
    • 5+ years of industry experience, including 3+ in one or more of the following:
    • Deep learning algorithm development
    • Compiler
    • Software-Hardware Co-design
    • Proficiency in Python or C++, with a solid foundation in data structures, algorithms, and machine learning.
    • Proficiency in one or more of the popular ML frameworks (PyTorch/Tensorflow/JAX)

    Additional Required Qualifications
    • Experience in machine learning productization and pipeline development in software engineering
    • Real-world experience in multi-lingual LLM applications training and inference.
    • Real-world experience in vision-language multimodality.
    • Development and deployment Model Training and Inference at scale, Synthetic Data, Information Retrieval, Machine reading comprehension, RLHF/RLAIF, Question Answering, Copilot.
    • Development with DeepSeed, Megatron, vLLM, and TensorRT.

    Preferred Qualifications
    • CUDA/OpenCL programming skills. Experience with CuDNN, and CUDA math libraries (CuBLAS, CuFFT, ) is a plus.
    • First author in CS/ML publication

    Company:

    SambaNova Systems

    Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years):

    Senior (5+ years of experience)

    How to apply:

    Please mention NLP People as a source when applying

    Tagged as: Industry , Information Retrieval , Machine Learning , NLP , Question Answering , Unspecified

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