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채용Fortinet

Staff Software Development Engineer (LLM)

Fortinet

Staff Software Development Engineer (LLM)

Fortinet

Sunnyvale, CA, United States, US

·

On-site

·

Full-time

·

11mo ago

필수 스킬

AWS

Docker

Kubernetes

GCP

Azure

Job Responsibilities:

Architect and implement functions to monitor and filter LLM requests/responses in real time, preventing prompt injection attacks and unauthorized data leakage.
Build a highly scalable pipeline capable of handling high-volume LLM traffic with low latency, including optimizing databases and caching for quick threat detection and response.
Develop monitoring, logging, and alerting systems to detect anomalies in LLM usage (e.g. suspicious spikes indicating denial-of-service attacks or unusual prompt patterns indicating misuse).
Collaborate with teams to translate security requirements into platform features. Mentor junior engineers on secure backend development and best practices in an Agile environment.
Ensure the timely delivery of high-quality software features while adhering to project schedules.
Communicate effectively across teams, with both technical and non-technical stakeholders, in both verbal and written forms.

Job requirements:

Hands-on experience with deploying or integrating large language models or other AI/ML systems (e.g. implementing model inference pipelines, fine-tuning models, or working with LLM APIs and prompt handling). Strong understanding of how prompts and context are managed in LLM applications.
Solid knowledge of application security principles and experience building secure systems. Familiarity with AI-specific threats (prompt injection, data poisoning, output manipulation) and a keen interest in staying ahead of new generative AI attack vectors.
Proven experience designing microservices architectures and using containerization (Docker) and orchestration (Kubernetes). Comfortable with cloud platforms (AWS, GCP, or Azure) and designing observable, resilient services in a production environment.
Ability to design clean, efficient, and secure APIs. Strong understanding of network protocols, data caching, and performance optimization.
Knowledge of data protection and privacy best practices – able to design systems that handle sensitive data responsibly and comply with regulations. Understanding of responsible AI principles (ethics, bias, transparency) and how they relate to secure AI system design.
Familiarity with emerging AI security guidelines such as OWASP’s Top 10 for LLMs/Generative AI Security (e.g. knowledge of prompt injection, insecure output handling, data poisoning risks) and experience implementing related mitigations.
Experience with retrieval-augmented generation (RAG) architectures, vector databases/embedding stores, or streaming data pipelines for ML – especially as they relate to monitoring and securing LLM workflows (helps in addressing vector embedding attack vulnerabilities).
Understanding of responsible AI and techniques for detecting AI-generated misinformation or hallucinations. Experience building or integrating content filtering, policy enforcement, or fact-checking systems in AI applications is a plus.
Strong programming and debugging skills, particularly in Python and C/C++.
Familiarity with Frameworks like Py Torch or Tensor Flow for model integration; libraries such as Hugging Face Transformers or Lang Chain for LLM and prompt management; LLM APIs (OpenAI, etc.) and vector databases is beneficial.

The US base salary range for this full-time position is $196,500-$219,300. Fortinet offers employees a variety of benefits, including medical, dental, vision, life and disability insurance, 401(k), 11 paid holidays, vacation time, and sick time as well as a comprehensive leave program.
Wage ranges are based on various factors including the labor market, job type, and job level. Exact salary offers will be determined by factors such as the candidate's subject knowledge, skill level, qualifications, experience, and geographic location.
All roles are eligible to participate in the Fortinet equity program, Bonus eligibility is reviewed at time of hire and annually at the Company’s discretion.
Why Join Us:We encourage candidates from all backgrounds and identities to apply. We offer a supportive work environment and a competitive Total Rewards package to support you with your overall health and financial well-being. Embark on a challenging, enjoyable, and rewarding career journey with Fortinet. Join us in bringing solutions that make a meaningful and lasting impact to our 660,000+ customers around the globe.

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Fortinet 소개

Fortinet

Fortinet

Public

Fortinet, Inc. is an American cybersecurity company headquartered in Sunnyvale, California. It develops and sells security products including firewalls, endpoint security and intrusion detection systems. Fortinet has offices in the US, Canada, and UK.

10,001+

직원 수

Sunnyvale

본사 위치

$19B

기업 가치

리뷰

3.7

10개 리뷰

워라밸

2.8

보상

4.0

문화

3.8

커리어

2.5

경영진

2.3

65%

친구에게 추천

장점

Great benefits and health benefits

Good salary and compensation

Supportive and friendly team environment

단점

Limited career advancement and growth opportunities

Heavy workload and long hours

Poor management communication and direction

연봉 정보

40개 데이터

Mid/L4

Senior/L5

Mid/L4 · CYBER THREAT ENGINEER

1개 리포트

$260,000

총 연봉

기본급

$200,000

주식

-

보너스

-

$260,000

$260,000

면접 경험

1개 면접

난이도

4.0

/ 5

소요 기간

14-28주

합격률

100%

경험

긍정 0%

보통 0%

부정 100%

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Offer

자주 나오는 질문

Technical Knowledge

Behavioral/STAR

Coding/Algorithm

Past Experience