Senior Ai Engineer
NovoEd
About Us
We're a fast-growing product company integrating cutting-edge AI capabilities into our core offering to stay competitive and deliver exceptional value to customers. Our AI work spans task-specific ML models, large language model (LLM) integration, and agentic systems that orchestrate multiple tools to produce end-user results.About Us
We're a fast-growing product company integrating cutting-edge AI capabilities into our core offering to stay competitive and deliver exceptional value to customers. Our AI work spans task-specific ML models, large language model (LLM) integration, and agentic systems that orchestrate multiple tools to produce end-user results.What You'll Do
Design, develop, and deploy production-grade AI-powered backend systems.Integrate LLMs and traditional ML models into performant, scalable architectures.Integrate and optimize vector databases for retrieval-augmented generation (RAG) pipelines and other traditional ML queries.Write clean, well-structured, and testable Python code following best practices.Capable of thinking about performance and ensuring optimal decision making to reduce latency.Build hybrid architectures that balance LLM calls with traditional ML.Debug complex, cross-layer issues spanning backend, AI inference, and UI integration.Conduct thorough dev testing before QA handoff to ensure production reliability.Collaborate with product, backend, and frontend engineers to deliver cohesive solutions.Must-Have Skills & Experience
3–5+ years professional backend engineering experience in Python, FastAPI or Flask, and background processing.Masters Degree in related fieldProven record of deploying Python applications to production (not just scripts or academic work).Strong grasp of software design patternsStrong understanding of backend performance, parallel processing in background jobs and multi-threadingProficiency in performance tuning specially for heavy AI modelsApplied machine learning experience — training, evaluating, and maintaining small task-specific models.Familiarity with LLM integration, prompt engineering, and context window optimization.Proven ability to debug AI behavior, identify root causes, and make targeted fixes.Strong testing discipline for both backend and AI components.Experience with background processing with Celery or other major librariesExperience with monitoring APIs and background processingExperience with ensuring visibility and error reporting.Nice to have: experience with Docker, understanding of CI/D, deployment automation and KubernetesWho Will Succeed in This Role
Independent problem solver — you can debug without constant supervision.Production mindset — you understand that reliability, scalability, and maintainability matter as much as accuracy.System thinker — you see backend, AI, and UI as a connected whole.Why Join Us
Direct impact on the company's competitive edge.Small, fast-moving team with high autonomy.Work on practical, real-world AI applications — not just research.Opportunity to shape our AI architecture and best practices from the ground up.Benefits Package, with time off and Holiday payIf you're a backend-first AI engineer who thrives in shipping production-ready systems and knows how to make AI practical, fast, and reliable — we'd love to talk.
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We're a fast-growing product company integrating cutting-edge AI capabilities into our core offering to stay competitive and deliver exceptional value to customers. Our AI work spans task-specific ML models, large language model (LLM) integration, and agentic systems that orchestrate multiple tools to produce end-user results.About Us
We're a fast-growing product company integrating cutting-edge AI capabilities into our core offering to stay competitive and deliver exceptional value to customers. Our AI work spans task-specific ML models, large language model (LLM) integration, and agentic systems that orchestrate multiple tools to produce end-user results.What You'll Do
Design, develop, and deploy production-grade AI-powered backend systems.Integrate LLMs and traditional ML models into performant, scalable architectures.Integrate and optimize vector databases for retrieval-augmented generation (RAG) pipelines and other traditional ML queries.Write clean, well-structured, and testable Python code following best practices.Capable of thinking about performance and ensuring optimal decision making to reduce latency.Build hybrid architectures that balance LLM calls with traditional ML.Debug complex, cross-layer issues spanning backend, AI inference, and UI integration.Conduct thorough dev testing before QA handoff to ensure production reliability.Collaborate with product, backend, and frontend engineers to deliver cohesive solutions.Must-Have Skills & Experience
3–5+ years professional backend engineering experience in Python, FastAPI or Flask, and background processing.Masters Degree in related fieldProven record of deploying Python applications to production (not just scripts or academic work).Strong grasp of software design patternsStrong understanding of backend performance, parallel processing in background jobs and multi-threadingProficiency in performance tuning specially for heavy AI modelsApplied machine learning experience — training, evaluating, and maintaining small task-specific models.Familiarity with LLM integration, prompt engineering, and context window optimization.Proven ability to debug AI behavior, identify root causes, and make targeted fixes.Strong testing discipline for both backend and AI components.Experience with background processing with Celery or other major librariesExperience with monitoring APIs and background processingExperience with ensuring visibility and error reporting.Nice to have: experience with Docker, understanding of CI/D, deployment automation and KubernetesWho Will Succeed in This Role
Independent problem solver — you can debug without constant supervision.Production mindset — you understand that reliability, scalability, and maintainability matter as much as accuracy.System thinker — you see backend, AI, and UI as a connected whole.Why Join Us
Direct impact on the company's competitive edge.Small, fast-moving team with high autonomy.Work on practical, real-world AI applications — not just research.Opportunity to shape our AI architecture and best practices from the ground up.Benefits Package, with time off and Holiday payIf you're a backend-first AI engineer who thrives in shipping production-ready systems and knows how to make AI practical, fast, and reliable — we'd love to talk.
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Vacancy posted 1 hour ago
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