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Company

Original Job Post

Cisco · 1 week ago

Lead Machine Learning Engineer

United States

Full-time

Remote

Senior Level

7+ years exp

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Communications InfrastructureEnterprise Software

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Responsibilities

Develop and implement advanced machine learning models, including adapting neural network architectures or creating novel ones to address challenges.

Drive the training, validation, and fine-tuning of models, developing methods to identify performance metrics in security.

Implement robust software systems for integrating and maintaining machine learning models.

Collaborate with software engineering teams to design primary deployment strategies for machine learning models into security systems.

Establish and maintain best practices for machine learning and security operations, including clear documentation of models and procedures.

Analyze and extract significant patterns in high-dimensional data spaces using advanced techniques.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

PythonRJavaC++Machine LearningTensorFlowPyTorchScikit-LearnModel SelectionData VisualizationData PreprocessingFeature EngineeringClusteringLarge Language ModelsNatural Language ProcessingMode TuningRLHFDPOLoRAFirewallsSecure Web GatewaysSASESSEML AlgorithmsMLOps

Required

Bachelor’s degree in STEM with 7+ years of relevant experience (or) Master’s degree in STEM with 4+ years of relevant experience (or) PhD in STEM with 1+ years of relevant experience

4+ years of experience coding in Python, R, Java, C++ or similar

Experience using machine learning libraries (e.g, TensorFlow, PyTorch, Scikit-Learn etc.) for model selection, tuning, data visualization and/or data preprocessing

Experience using techniques like feature engineering, clustering or similar for extracting patterns from data

Preferred

Experience developing Large Language Models and Natural Language Processing (LLM’s and NLP)

Experience in mode tuning using RLHF, DPO, LoRA

Experience supporting firewalls, secure web gateways, and/or SASE/SSE

Knowledgeable of ML algorithms and use cases including any prior exposure to MLOps

Company

Cisco

Glassdoor

4.3

Cisco develops, manufactures, and sells networking hardware, telecommunications equipment, and other technology services and products.

Founded in 1984

San Jose, California, USA

10,001+ employees

http://www.cisco.com

H1B Sponsorship

Cisco 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 (784)

2022 (1945)

2021 (2392)

2020 (1283)