Junior Python Engineer LLM Agent
Share
Job Location:
Monthly Salary:
Posted on:
2 days ago
Vacancies:
1 Vacancy
Job Summary
AXON Networks delivers a robust AI-driven analytics-based orchestration platform and awide portfolio of next-gen high-speed routers that leverage the newest Wi-Fi technologies. Together these technologies give ISPs the ability to manage and troubleshoot their networks in real time and to deliver an outstanding customer experience.
AXON Networks is a trusted strategic partner for its customers helping them evaluate their current technologies and business models and creating and executing strategies that enable them to innovate faster accelerate their digital transformations and strengthen their relationships with consumers.
AXON Networks is headquartered in Irvine CA USA with Asia HQ in Singapore and also operating in Denmark Spain and Vietnam.
AXONNetworksis seeking a Data Engineer focused on enhancing access networks for global ISPs like DT Telefonica and LLA.
Job Overview
The Junior LLM Agent Developer Network Assurance supports the development and deployment of AI agents powered by large language models (LLMs) to enhance network reliability diagnostics and operational efficiency for Internet Service Providers (ISPs). This role is ideal for a technically curious individual eager to grow in the fields of applied AI network automation and operational support tooling.
The Junior LLM Agent Developer will contribute to the design implementing training andintegration of LLMs for automating network troubleshooting predictive insights andoperational workflows. Under the guidance of senior developers and network engineers thisrole will help build adaptive AI agents to streamline fault detection reporting and customerinteractions.
Responsibilities:
AI Agent Development & Integration
- Assist in the development of LLM-based agents to support network diagnostics ticketing and operational workflows.
- Support the integration of LLMs with network monitoring tools dashboards and customer support systems.
- Contribute to prompt engineering and fine-tuning efforts to enhance agent accuracy in network-specific tasks.
- Help build agents capable of parsing logs alerts and diagnostics to offer actionable insights.
Operational Support & Workflow Automation
- Participate in implementing LLM features that automate fault detection outage analysisand SLA monitoring.
- Collaborate with developers and network engineers to enable agent-led actions such as ticket generation escalation and configuration change recommendations.
- Assist and contribute in evaluating agent performance in real-world operationalenvironments and collect feedback.
Collaboration & Learning
- Work closely with AI specialists network engineers and support teams to understand ISPoperations and automation needs.
- Continuously learn about LLM frameworks networking concepts and DevOps toolsrelevant to network assurance.
- Support documentation of model usage integration designs and performance evaluations.
Key Metrics for Success
- Contribution to LLM Agent Accuracy Improvement in diagnostic recommendation quality.
- Operational Efficiency Support Reduced manual intervention through automation.
- Feedback Iteration Responsiveness to feedback from network operations teams.
- Learning and Growth Development of expertise in LLMs and networking over time.
Requirements:
Education & Experience
- Bachelorʼs degree (or pursuing) in Computer Science Networking Data Science or arelated field.
- 12 years of experience or internships in software development AI/ML or networkingenvironments.
- Hands-on exposure to LLMs or relevant academic projects is a plus.
- Basic understanding of large language models (LLMs) and frameworks (e.g. OpenAI Hugging Face).
- Experience with Python and integrating and working with APIs.
- Familiarity with networking fundamentals such as IP addressing DNS or routing protocols.
- Interest in DevOps/CI tools and APIs (e.g. FastAPI RESTful services).
- Willingness to learn about network monitoring and fault analysis tools.
Soft Skills
- Strong analytical and problem-solving abilities.
- Ability to communicate technical insights clearly and effectively.
- Willingness to work in cross-functional teams and take initiative in a collaborative environment.
Benefits:
Required Experience:
Junior IC
Key Skills
- APIs
- Docker
- Jenkins
- REST
- Python
- AWS
- NoSQL
- MySQL
- JavaScript
- Postgresql
- Django
- GIT
