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 new 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.
AI Engineer II
Location
India
Posted
16 days ago
Salary
0
Seniority
Junior
Job Description
AI Engineer II
Rapid7
SE-II AI Engineer - Agentic & Generative AI Experience: 2-5 years About the Team The AI Center of Excellence (AI CoE) brings together AI Engineers and Data Scientists to research, prototype, and deliver production-grade AI systems. Our mission is to leverage cutting-edge Generative AI, agentic frameworks, and LLM-powered solutions to protect our customers' attack surfaces. We partner closely with Detection and Response teams, including our MDR service, to build intelligent AI systems that operate autonomously, reason across complex security data, and continuously evolve. We operate with a creative, iterative approach, building on 20+ years of threat analysis and a growing patent portfolio. We foster a collaborative environment focused on learning, mentorship, and practical impact. If you're early in your AI engineering career and excited to build real-world agentic and GenAI systems in cybersecurity - this is your opportunity. The technologies we use include: - Python - core language for AI/ML engineering - LLM/GenAI toolchains: LangChain, LangGraph, HuggingFace Transformers - Agentic AI concepts: tool-calling, ReAct patterns, single and multi-agent workflows - RAG pipelines: vector databases, embedding models, basic retrieval strategies - AWS cloud ecosystem: Bedrock, SageMaker, Lambda, S3 - LLM observability & evaluation: Langfuse, Promptfoo (foundational exposure) - CI/CD for ML/LLM systems: GitHub Actions, Jenkins - Monitoring: CloudWatch, dashboards - Data science stack: scikit-learn, PyTorch, pandas, NumPy (supporting capabilities) About the Role Rapid7 is seeking an SE-II AI Engineer - Agentic & Generative AI to join our AI Center of Excellence as we expand our GenAI and agentic AI capabilities. This role is focused on building strong foundations in LLM engineering, contributing to agentic AI workflows, and growing into a well-rounded AI engineer in a production cybersecurity environment. This role is ideal for someone who is: - Developing hands-on skills in LLM orchestration, prompt engineering, and RAG pipelines - Gaining real-world experience with agentic AI patterns and AWS-based GenAI deployments - Building data science and ML fundamentals to complement AI-native work In This Role, You Will Agentic AI & LLM Systems - Contribute to building agentic AI workflows - tool-calling, basic agent loops, and LLM-driven automation under senior guidance - Assist in developing and maintaining RAG pipelines - document ingestion, chunking, embedding, and retrieval - Implement and iterate on prompt engineering - few-shot prompting, chain-of-thought, structured outputs - Work with LangChain / LangGraph for LLM orchestration and chaining tasks - Support LLM evaluation tasks - writing eval datasets, measuring output quality, running benchmarks - Contribute to observability and monitoring of LLM systems - latency, token usage, output quality dashboards - Deploy and test LLM-powered features on AWS Bedrock, Lambda, and SageMaker - Participate in prompt versioning and LLM CI/CD pipelines under guidance of senior engineers - Assist with guardrail implementation and output validation for production GenAI systems - Learn and apply agentic AI patterns - ReAct, tool-use APIs, and structured output parsing ML & Data Science - Work on data acquisition, cleaning, enrichment, and transformation for AI/ML pipelines - Build and evaluate supervised ML models (classification, regression) for security use cases - Apply unsupervised ML techniques such as clustering and anomaly detection - Contribute to malware detection and user behavioral models under senior guidance - Support model deployment on AWS SageMaker and monitor performance using established dashboards The Skills You'll Bring Core - Agentic AI & LLM (Required) - 2-5 years of experience in AI/ML engineering or software engineering with AI focus - Foundational hands-on experience with LangChain or similar LLM orchestration frameworks - Familiarity with prompt engineering concepts and techniques - Basic understanding of RAG pipelines - what they are, how retrieval works, and where they're applied - Awareness of agentic AI patterns - tool-calling, agent loops, ReAct - Exposure to LLM evaluation - understanding what good vs. bad LLM output looks like and how to measure it - Working knowledge of AWS Bedrock and/or SageMaker for AI/ML workloads - Strong Python skills and a learning-first mindset Data Science & ML - Working proficiency with pandas, NumPy, scikit-learn - Solid understanding of supervised and unsupervised ML, feature engineering, and model evaluation metrics - Exposure to deep learning frameworks (PyTorch / TensorFlow) - Basic familiarity with model explainability (SHAP, LIME) Advantageous - Exposure to cybersecurity, malware datasets, or threat detection domains - Hands-on experience with vector databases (FAISS, Pinecone, OpenSearch) - Familiarity with LLM observability tools - Langfuse, Promptfoo, or similar - Working knowledge of ML/LLM CI/CD pipelines - Basic understanding of multi-agent orchestration concepts 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. #LI-SM5 - 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 new 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.
Benefits
- 401(K), 401(K) matching, Childcare benefits, Commuter benefits, Company equity, Company-sponsored outings, Customized development tracks, Dedicated diversity and inclusion staff, Dental insurance, Disability insurance, Diversity manifesto, Documented equal pay policy, Volunteer in local community, Employee stock purchase plan, Family medical leave, Fitness stipend, Flexible Spending Account (FSA), Flexible work schedule, Generous parental leave, Company-sponsored happy hours, Health insurance, Highly diverse management team, Job training & conferences, Open door policy, Life insurance, Mean gender pay gap below 10%, Paid volunteer time, Online course subscriptions available, Onsite gym, Open office floor plan, Paid holidays, Paid industry certifications, Paid sick days, Onsite office parking, Partners with nonprofits, Performance bonus, Pet insurance, Promote from within, Lunch and learns, Remote work program, Free snacks and drinks, Team based strategic planning, OKR operational model, Continuing education available during work hours, Mandated unconscious bias training, Unlimited vacation policy, Vision insurance, Wellness programs, Some meals provided, Mental health benefits, Diversity employee resource groups, Hiring practices that promote diversity, Fertility benefits, Employee resource groups, Employee-led culture committees, Hybrid work model, President's club, Employee awards, Pay transparency, Transgender health care benefits, Wellness days, Abortion travel benefits, Meditation space, Mother's room, Bereavement leave benefits
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Principal Release Train Engineer - Composite AI
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About MetLife Recognized on Fortune magazine's list of the "World's Most Admired Companies", Fortune World's 25 Best Workplaces™, as well as the Fortune 100 Best Companies to Work For®, MetLife, through its subsidiaries and affiliates, is one of the world's leading financial services companies; providing insurance, annuities, employee benefits and asset management to individual and institutional customers. With operations in more than 40 markets, we hold leading positions in the United States, Latin America, Asia, Europe, and the Middle East. Our purpose is simple - to help our colleagues, customers, communities, and the world at large create a more confident future. United by purpose and guided by our core values - Win Together, Do the Right Thing, Deliver Impact Over Activity, and Think Ahead - we're inspired to transform the next century in financial services. At MetLife, it's #AllTogetherPossible . Join us! MetLife is an Equal Opportunity Employer. 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Manager, Cyber Architecture
University of Southern CaliforniaUSC is a leading private research university located in Los Angeles, with a diverse community of students, faculty, and staff across multiple campuses and global locations. USC offers a dynamic work environment and the opportunity to contribute to meaningful work that supports education, research, and service. ITS is focused on creating a workplace where employees can develop their skills, take pride in their work, and grow within the organization. USC’s ITS organization represents a diverse and collaborative team committed to delivering secure and innovative IT services.
Role Description As the Manager, Cyber Architecture, you will be an integral leader of the cybersecurity department while also collaborating with stakeholders across the university ecosystem, and reporting to the Director, Cyber Architecture and Engineering. This is a full-time exempt position, eligible for all of USC’s fantastic Benefits + Perks. This opportunity is remote. The Manager, Cyber Architecture manages the university’s overall security architecture, ensuring the integrity of IT systems and maintaining compliance with all applicable regulatory standards. Leads the specialized teams responsible for executing cybersecurity strategies in alignment with established architectural principles. Manages assessments and recommends security solutions at the enterprise or local level across the university. The Manager, Cyber Architecture will: - Manage assessments and recommend security solutions at the enterprise or local level across the university, including research security. - Design robust security systems and respond swiftly to potential vulnerabilities. - Provide key input with defined security architecture guidelines. - Provide technical security-related perspectives upon request. - Perform regular reporting on security metrics. - Lead the strategic development and execution of the university’s comprehensive security architecture, ensuring alignment with architectural principles. - Shape and influence security policies, perform thorough assessments, and advocate for enterprise-wide security solutions, emphasizing research security. - Direct specialized teams to implement security strategies effectively, fostering a culture of excellence and compliance. - Participate in staff management activities (e.g., hiring, coaching, training, performance reviews, pay actions, and promotions). - Offer recommendations to leadership on security monitoring and incident response strategies based on informed analysis. - Provide expert technical insights on security-related matters upon request, serving as a resource for the organization. - Collaborate with stakeholders to ensure the security architecture supports the university's goals and risk management strategies. - Maintain a forward-looking perspective on security trends and technologies, ensuring the architecture evolves to meet emerging threats and opportunities. - Ensure architecture evolves with changes in legal, regulatory, and technology environments that may affect operations, and communicate updates to senior management and staff. - Encourage a workplace culture where all employees are valued, value others, and have the opportunity to contribute through their ideas, words, and actions, in accordance with the USC Code of Ethics. Qualifications - 7 years of experience in security architecture design and network security and/or related fields. - A bachelor’s degree or combined experience and education as substitute for minimum education. - Extensive experience in security architecture design, with the ability to conceptualize and implement effective security frameworks. - Proven knowledge of network security technologies and solutions. - Understanding of cybersecurity best practices and the ability to apply them effectively. - Working knowledge of network security concepts and strategies, including fundamentals and attack strategies. - Familiarity with application frameworks, security concepts, and strategies, to allow for secure application environments. - Experience with Operational Technology architecture requirements and concepts. - Knowledge of modern data center technologies (e.g., virtualization, containerization, cloud computing, disaster recovery). - Technical expertise necessary to deliver enabling technologies and applications that support the university's objectives. - Ability to design, evaluate and document processes, leading teams in process review and improvement. - Understanding of Software Development Lifecycle (SDLC) and Infrastructure Development Lifecycle (IDLC) processes, integrating security considerations throughout. Requirements - 10 years of related experience. - A bachelor’s degree in information science or computer science or computer engineering or in related field(s); or combined experience/education as substitute for minimum education. - Proven leadership experience. - Experience in a university environment. - Familiarity with existing university security architecture. - Cyber certification (e.g., CISSP, GIAC, CISM). Benefits The annual base salary range for this position is $205,068.39 to $225,319.41. To support the well-being of our faculty and staff, USC provides benefits-eligible employees with a broad range of perks to help protect their and their dependents’ health, wealth, and future. These benefits are available as part of the overall compensation and total rewards package.



