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    Sr Principal Machine Learning Engineer - Santa Clara, CA, United States - Palo Alto Networks

    Palo Alto Networks
    Palo Alto Networks Santa Clara, CA, United States

    Found in: Jooble US O C2 - 3 days ago

    Palo Alto Networks background
    Description
    At Palo Alto Networks everything starts and ends with our mission:
    Being the cybersecurity partner of choice, protecting our digital way of life.

    We are a company built on the foundation of challenging and disrupting the way things are done, and we're looking for innovators who are as committed to shaping the future of cybersecurity as we are.

    At Palo Alto Networks, we believe in the power of collaboration and value in-person interactions.

    This is why our employees generally work from the office three days per week, leaving two days for choice and flexibility to work where you feel most effective.

    This setup fosters casual conversations, problem-solving, and trusted relationships. While details may evolve, our goal is to create an environment where innovation thrives, with office-based teams coming together three days a week to collaborate and thrive, together
    We are the App-ID Team in the Content Delivered Security Service (CDSS) organization. We develop the content to power the Palo Alto Networks's next generation firewall.

    The App-ID team is responsible for decoding network protocols, identifying applications and detecting evasive behavior and threats on enterprise customers' networks.

    The team is responsible for innovating new application identification techniques.

    As a member of the team, you will work with researchers on implementing projects that apply different methods to identify applications.

    You will be a key person in transforming ideas into products which are part of the next generation security platform.

    Architect and assume end-to-end ownership of ML/AI implementations while optimizing for scalability, performance and code quality
    Research application behaviors and find solutions for app identification
    Proficiency in any of the programming languages: Python, Java or Golang
    Have a strong working knowledge of machine learning algorithms such as XGBoost, CNNs, etc
    Experience with deep learning frameworks such as PyTorch and TensorFlow, and experience in CV, NLP, or related areas is a plus
    Experience with cloud platforms (GCP/AWS/Azure) is a plus
    MS / PhD in computer science/engineering, or equivalent experience

    We need individuals who feel comfortable in ambiguity, excited by the prospect of a challenge, and empowered by the unknown risks facing our everyday lives that are only enabled by a secure digital environment.

    We're trailblazers that dream big, take risks, and challenge cybersecurity's status quo. We are committed to providing reasonable accommodations for all qualified individuals with a disability.

    If you require assistance or accommodation due to a disability or special need, please contact us at .Palo Alto Networks is an equal opportunity employer.

    We celebrate diversity in our workplace, and all qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or other legally protected characteristics.

    All your information will be kept confidential according to EEO guidelines.

    For candidates who receive an offer at the posted level, the starting base salary (for non-sales roles) or base salary + commission target (for sales/commissioned roles) is expected to be between $173,400/yr to $258,450/yr.

    The offered compensation may also include restricted stock units and a bonus.

    Is role eligible for Immigration Sponsorship?:
    Yes
    #

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