| Job Opportunity :: Network AI Engineer :: Remote (PST Zone) at Remote, Remote, USA |
| Email: [email protected] |
| Hi, Greetings of the day! I have an urgent requirement below, please go through JD and let me know if you are comfortable or have any profile. Kindly revert me back with your updated resume as well. Job Title: Network AI Engineer (GenAI) Location: Remote (PST Zone) Duration: Long Term Contract Description: Intermediate to expert level knowledge of Cisco routing and switching products and solutions, focusing on campus and enterprise networks, Meraki, DNAC, IOS-XE, etc. Intermediate level proficiency using programming languages and / or automation frameworks for interacting with network devices and controllers. (Python, Ansible, etc.) Intermediate knowledge of automation frameworks, such as Ansible. Goal is to validate and improve several Machine Learning (ML) and generative artificial intelligence (GenAI) models that aims to provide a network engineer recommendation and remediation actions based on the description of a network problem. Network Subject Matter Experts (SMEs) will collaborate with data science and artificial intelligence researchers to train and evaluate AI models designed to translate natural language inputs into network device or controllers API calls for common networking tasks. SMEs will review API specifications and create or expand existing high-quality training and testing datasets that capture typical networking tasks and queries tailored to specific Cisco platforms: DNAC, Meraki, Nexus, IOS-XE CLI. They will also review model evaluation results to identify recurring failure patterns, determine whether training data deficiencies contribute to these issues, and propose enhancements to improve model accuracy and reliability. Intermediate to expert level knowledge of Cisco routing and switching products and solutions, focusing on campus and enterprise networks such as Meraki, DNAC, Catalyst SD-WAN and data center technologies (ACI, Nexus). CCIE or JNCIE level certifications are a plus. Intermediate level proficiency using programming languages and / or automation frameworks for interacting with network devices and controllers. (Python, Ansible, etc.) Intermediate level of proficiency in Python, and the ability to interpret and write Python code. Interaction with 3rd party APIs and resources through REST. Intermediate knowledge of automation frameworks, such as Ansible and Terraform. Intermediate to expert level experience with designing, provisioning and operating enterprise networks based on Cisco equipment (preferably DNAC and Meraki). Expertise with Cisco networking products, particularly in configuration tasks and troubleshooting within enterprise routing and switching environments, as well as intermediate-level experience with automation frameworks and programming skills, is required. Subject Matter Experts (SMEs) will be requested to work on: API Specification Review : Analyze API specifications for various Cisco Network controllers in the context of translation models (current or in development) to: Understand their capabilities and intended usage. Identify and flag potential issues, such as: Inadequate or unclear documentation. Overlapping functionality across APIs. APIs that are non-functional or unstable. Recommend solutions to address any identified issues, reducing their impact on translation models. Data Generation Tool Development : Develop new tools or enhance existing ones to generate (or augment existing) test and training datasets for translation models. These datasets will focus on common networking tasks, including monitoring, operations, and configuration. Evaluation and Error Analysis :Review the results of model evaluations and identify recurring failure patterns. Suggest improvements or mitigations to enhance model performance and reliability. Expand Human Eval Test Set : Provide high-quality examples of typical tasks or queries involving network devices and controllers to serve as benchmarks for translation models. Thank You, Brajesh Roy Direct: +1 (949) 419-6395 | Ext. 949-203-5100x 209 | [email protected] Find us on: | | CONFIDENTIALITY NOTICE This email message and any attachments are for the exclusive use of the intended recipient(s) and may contain confidential and privileged information. Any unauthorized review, use, disclosure or distribution is prohibited. If you are not the intended recipient, please contact the sender by reply email and destroy all copies of the original message along with any attachments, from your computer system. If you are the intended recipient, please be advised that the content of this message is subject to access, review and disclosure by the sender's Email System Administrator. Keywords: artificial intelligence machine learning rlang golang South Dakota Job Opportunity :: Network AI Engineer :: Remote (PST Zone) [email protected] |
| [email protected] View all |
| Thu Dec 05 23:01:00 UTC 2024 |