Role Overview

As our lead AI/ML Engineer , you will design, build, and scale the intelligence layer powering our next-generation security products. You will turn complex datasets—including configurations, security alerts, and raw network logs—into production-ready AI capabilities that drive automated analysis, reasoning, and intelligent recommendations.

Key Responsibilities
Model Development & Tuning : Train, fine-tune, and evaluate ML/DL models for pattern matching, anomaly detection, and classification across massive, heterogeneous security datasets.
Ensure AI Trust & Alignment : Implement strict guardrails, evaluation frameworks, and safety alignment techniques to ensure all model outputs and recommendations are deterministic, secure, and highly accurate.
Establish MLOps : Build and maintain scalable ML pipelines (from data preprocessing to model monitoring in production), collaborating closely with Data and Product Engineers to ensure low-latency, secure inferences.

Required Experience & Skills
Experience :6+ years of professional experience deploying machine learning models into production, with 1+ years focused on LLMs and generative AI. Experience in the cybersecurity domain is highly valued.
AI/NLP Stack : Deep expertise in Python, PyTorch/TensorFlow,



and frameworks like LangChain, LlamaIndex, or Hugging Face .
Data & Vector Systems : Hands-on experience with vector databases (e.g., Pinecone, Qdrant, Milvus) and semantic search strategies over complex, technical datasets.
Production Engineering : Solid understanding of API design, containerization (Docker/Kubernetes), and cloud ML platforms (AWS SageMaker, Azure ML, or GCP Vertex AI). :
Mindset : A builder's mentality—comfortable setting technical direction, navigating ambiguity, and executing fast in a small team.

LI-DS9

LI-Pune

LI-Hybrid

SonicWall is an equal prospect employer.

We are committed to creating a diverse environment and are an equal prospect employer. All qualified applicants receive consideration for employment without regard to race, color, ethnicity, religion, sex, gender, gender identity and expression, sexual orientation, national origin, disability, age, marital status, veteran status, pregnancy, or any other basis prohibited by applicable law.
At SonicWall, we pride ourselves on recruiting a diverse mix of talented people and providing active security solutions in 100+ countries.

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📌 Lead Ai/ml Engineer Security Ai & Llms Pune
🏢 SonicWall
📍 Pune