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AI/Machine Learning Engineer - Python - Loops at IFS — NeverHard

AI/Machine Learning Engineer - Python - Loops at IFS in Palo Alto, Santa Clara County. Skills: AI/ML, API, Backend Engineering, Data Pipelines, Python. Apply on NeverHard.

Company
IFS
Location
Palo Alto, Santa Clara County
Type
not_specified

Required skills:

Job Description As a Software Engineer, AI/ML , you will design, build, and optimize the backend systems that power intelligent agent workflows. You will work across data pipelines, APIs, and AI/ML frameworks to create reliable, scalable, and production-ready solutions. This role emphasizes strong software engineering fundamentals, with the added dimension of applying AI/ML concepts to real-world enterprise applications. What You'll Do: Backend & Systems Engineering Build and maintain Python-based services, integrations, and data pipelines that support AI agent functionality. Develop reusable libraries, APIs, and frameworks to accelerate AI-driven product capabilities. Ensure code quality, maintainability, and scalability through testing, CI/CD, and performance monitoring. Applied AI/ML Engineering Implement and optimize workflows leveraging LLMs, embeddings, RAG systems, and vector databases. Integrate AI/ML libraries and external APIs (e.g., OpenAI, Hugging Face, LangChain, Pinecone, Weaviate). Experiment with prompt engineering and fine-tuning to improve reliability and performance of deployed agents. Collaboration & Delivery Partner with product and core engineering teams to translate requirements into technical solutions. Contribute to architecture decisions and internal technical documentation. Support the deployment of agents into enterprise environments with a focus on stability, accuracy, and scale.