The AI Center of Excellence team includes Data Scientists and AI Engineers that work together to conduct research build prototypes design features and build production AI components and systems Our mission is to leverage the best available technology to protect our customers attack surfaces We partner closely with Detection and Response teams including our MDR service to apply AI ML to real-world security challenges The team values strong technical ownership high-quality execution and continuous learning across ML LLMs and agentic AI systems The technologies we use include Python for analysis and modelling using numpy pandas and scientific computing libraries Jupyter notebooks local remote scikit-learn for machine learning Anomaly detection for large-scale unlabeled data analysis Deep learning frameworks for NLP and behavioural modelling LLM GenAI toolchains HuggingFace Transformers LangChain LangGraph RAG pipelines using vector databases AWS cloud ecosystem SageMaker Bedrock Lambda EKS S3 CI CD for ML LLM GitHub Actions Jenkins Monitoring and observability CloudWatch Prometheus Grafana The role at Rapid7 is for a Senior Software Engineer - Data Science SSE The SSE will drive end-to-end delivery of ML and LLM-based solutions The role requires strong data science execution and hands-on experience in agentic AI workflows The role also requires experience with AWS-based deployment You will own ML solutions for defined problem areas while collaborating closely with Staff engineers on architecture and standards This role is ideal for someone who is Strong in data science and ML systems Experienced with production ML LLM deployments on AWS Actively building agentic AI and RAG-based solutions In this role you will Own end-to-end ML pipelines for security use cases Malware detection models Malware behaviour-based models User behavioural analytics Design and implement feature engineering pipelines Build tune and evaluate Supervised and unsupervised ML models Deep learning models NLP-heavy workloads Design and maintain RAG pipelines using vector databases Implement LLM orchestration using LangChain LangGraph Apply prompt engineering guardrails and governance practices Fine-tune models using LoRA PEFT where applicable Deploy and operate ML LLM systems using AWS SageMaker Bedrock Lambda and EKS Implement model registry versioning drift detection and retraining workflows Monitor production models and participate in incident response and on-call rotations Mentor junior engineers and support technical execution across the team The skills you ll bring include Core 5-8 years of experience as a Data Scientist or ML Engineer Strong hands-on expertise with scikit-learn PyTorch TensorFlow and Pandas NumPy Proven experience delivering production ML systems Strong understanding of Feature engineering Model explainability SHAP LIME ML evaluation and tuning Solid AWS experience across ML workloads Agentic AI LLM Hands-on experience with RAG pipelines LangChain LangGraph Prompt engineering and evaluation Familiarity with LLM evaluation tools Promptfoo HELM Understanding of guardrails governance and observability Experience in cybersecurity or threat detection Operating ML systems with CI CD monitoring and retraining Exposure to agentic AI beyond single-agent workflows We know that the best ideas and solutions come from multi-dimensional teams That s because these teams reflect a variety of backgrounds and professional experiences If you are excited about this role and feel your experience can make an impact please don t be shy - apply today About Rapid7 At Rapid7 we are on a mission to create a secure digital world for our customers our industry and our communities We do this by embracing tenacity passion and collaboration to challenge what s possible and drive extraordinary impact Here we re building a dynamic workplace where everyone can have the career experience of a lifetime We challenge ourselves to grow to our full potential We learn from our missteps and celebrate our victories We come to work every day to push boundaries in cybersecurity and keep our 10 000 global customers ahead of whatever s next Join us and bring your unique experiences and perspectives to tackle some of the world s biggest security challenges About Rapid7 At Rapid7 our vision is to create a secure digital world for our customers our industry and our communities We do this by harnessing our collective expertise and passion to challenge what s possible and drive extraordinary impact We re building a dynamic and collaborative workplace where recent ideas are welcome Protecting 11 000 customers against bad actors and threats means we re continuing to push the envelope just like we ve been doing for the past 20 years If you re ready to solve some of the toughest challenges in cybersecurity we re ready to help you take command of your career Join us Security and Compliance Rapid7 is committed to keeping customers secure As a first line of defense all employees are expected to uphold the highest standards of security and privacy ensuring the protection of sensitive information and compliance with relevant regulations Jobs you may be interested in Commercial Account Executive - 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📌 Senior Ai Engineer (Pune)
🏢 Rapid7
📍 Pune
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