3 months ago
Responsibilities
- Lead the architecture, design, and deployment of scalable Generative AI and machine learning systems in production.
- Develop end-to-end Generative AI features including backend APIs, model integration, monitoring, evaluations, and deployments.
- Integrate and optimize LLMs for business-planning use cases through prompt engineering and RAG implementation.
- Build conversational interfaces and agentic workflows for natural-language access to complex planning tasks.
- Implement evaluation frameworks measuring accuracy, latency, user satisfaction, and other quality metrics.
- Design and develop APIs exposing AI capabilities to Anaplan’s platform and third-party integrations.
- Optimize model inference pipelines for production performance, cost, and scalability.
- Implement monitoring, logging, and observability for Generative AI systems.
- Collaborate with data scientists to productionize machine learning models and forecasting algorithms.
Requirements
- Extensive hands-on professional experience in artificial intelligence, machine learning, or related engineering domains.
- Extensive experience training and deploying machine learning models in production across the model lifecycle.
- Deep knowledge of LLM APIs, prompt engineering, and conversational AI patterns.
- Experience fine-tuning LLMs for domain-specific enterprise applications.
- Strong expertise in MLOps and LLMOps for scalable, reliable, and monitorable model deployments.
- Experience with agentic frameworks and autonomous agent architectures.
- Proficiency in Python and modern software development practices.
- Proven ability to deliver complex technical projects on time and with high quality.
- An advanced degree in computer science, artificial intelligence, machine learning, or a related quantitative field is desirable.
- Experience with cloud-native ML infrastructure, vector databases, embedding models, model-serving frameworks, A/B testing and experimentation, open-source ML projects or research publications, and model observability tools is desirable.
Tech Stack
MLflowPython
Categories
About Anaplan
Anaplan is a leading AI-driven scenario planning and analysis platform designed to optimize decision-making in today’s complex business environment so that enterprises can outpace their competition and the market. By building connections and collaboration across organizational silos, our platform intelligently surfaces key insights — so businesses can make the right decisions, right now. More than 2,500 global brands plan with Anaplan.