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    Staff Machine Learning Engineer - California, United States - Zscaler

    Zscaler
    Zscaler California, United States

    5 days ago

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    Description
    Job Description


    At Zscaler, our AI and Data Science teams focus on various cybersecurity business-centric use cases including threat detection, policy recommendation, malware detection, content classification, anomaly detection, and AIOps (advanced networking diagnosis).

    As a Principal Data Scientist, you will have the opportunity to work on multiple fundamental machine learning problems addressing cloud security, cloud operations, and cloud intelligence.


    You will be responsible for leading the development and implementation of advanced machine learning models, mentoring junior team members, and driving strategic AI and data science initiatives.

    You will have a deep understanding of various stages of an end-to-end Machine Learning project and will be capable of translating business problems into data-driven solutions.

    Responsibilities

    Lead the development of advanced machine learning models to address complex business problems

    Mentor and guide team members on projects and professional growth

    Collaborate with cross-functional teams to define project objectives and deliverables

    Design, implement, and evaluate innovative machine learning solutions, ensuring alignment with business objectives

    Drive strategic initiatives, identifying opportunities for improvement and innovation

    Applied research:
    Stay up-to-date and apply the latest advancements in machine learning and data science

    Communicate complex data science concepts to non-technical stakeholders and drive data-driven decision-making across the organization

    Required Skills

    6+ years of experience as a Machine Learning Engineer or Data Scientist, with a proven track record of leading and delivering successful projects

    Expertise in Python (e.g., pandas, sklearn, pytorch) and SQL

    Extensive experience in feature engineering, model evaluation, and error analysis

    In-depth knowledge of Large Language Models (LLMs) and their applications

    Master's or Ph.
    D. in Computer Science/Engineering or other technical field; data science concentration is a plus

    Strong passion for leveraging ML/AI to solve real-world business problems at scale

    Exceptional interpersonal, technical, and communication skills

    Proven ability to learn, evaluate, and adopt new technologies quickly

    Solid computer science foundation

    Preferred Skills

    Experience in prompt engineering and fine-tuning Large Language Models (LLMs)

    Expertise in Graph Neural Networks/Knowledge Graphs

    Proficiency in unsupervised learning (clustering) and evaluation

    Research experience/publications/patents in relevant areas

    Familiarity with public cloud services (such as AWS, Google, Azure) and ML automation platforms (such as Kubeflow)

    Proficiency in various programming languages such as (Py)Spark

    Deep understanding of operating systems and distributed systems

    Knowledge of networking and networking security concepts

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