Palo Alto Networks · 2 days ago
Sr Staff Machine Learning Engineer
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Cloud SecurityCyber Security
Insider Connection @Palo Alto Networks
Responsibilities
Prototype, build, and improve AI systems for automating and augmenting team workflows
Ship, support, debug, and secure AI systems in production
Interact directly with security professionals who use your software and AI systems on a daily basis to increase their effectiveness and the quality of their work
Improve ML scaling infrastructure for data ETL, model training and lifecycle, MLOps, batch and run-time processing, and inference
Incorporate feature engineering, data pipelines, and transforms to deliver data for ML model training and run-time inference services
Creatively analyze effectiveness of existing models to iterate and improve
Qualification
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Required
Experience with Python including delivering production-quality code and debugging in a production environment
Experience with delivery and maintenance of AI systems and software in production environments
Strength in at least one of these areas: MLOps (e.g. Feature Store, Model Serving, Model Monitoring), Data Engineering (e.g. BigQuery, AirFlow, Apache Beam, Dataflow, SQL), Designing and building data-driven applications backed by artificial intelligence (e.g. recommendation systems, malware detection, behavior modeling, natural language processing, search, knowledge graphs, computer vision), Applied ML techniques (e.g. gradient boosted decision trees, neural networks, NLP, LLMs) and ML frameworks (e.g. scikit-learn, tensorflow, pytorch, Hugging Face, MLFlow)
Conceptual thinking and creativity; you demonstrate an ability to consider various techniques to solve different modeling problems we face
Ability to collaborate and to convey complex technical concepts to both technical and non-technical stakeholders
Company
Palo Alto Networks
Palo Alto Networks is a cybersecurity company that offers cybersecurity solutions for organizations.
H1B Sponsorship
Palo Alto Networks has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (232)
2022 (382)
2021 (544)
2020 (304)
Funding
Current Stage
Public CompanyTotal Funding
$65MKey Investors
Icon VenturesLehman HoldingsGlobespan Capital Partners
2012-07-20IPO· nyse:PANW
2008-11-03Series C· $10M
2008-08-18Series C· $27M
Recent News
2024-05-31
2024-05-28
2024-05-26
Company data provided by crunchbase