Dropbox

Senior Machine Learning Engineer, Conversational AI

Dropbox

full-time

Posted on:

Location: 🇺🇸 United States

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Salary

💰 $236,300 - $319,700 per year

Job Level

Senior

Tech Stack

CloudETLGoKerasPythonTensorflow

About the role

  • Design, code, train, test, deploy, and iterate on large-scale ML and LLM systems across cloud and mobile/edge environments
  • Build delightful, privacy-first product experiences (e.g., intelligent search, document understanding, recommendations, and AI assistants) in partnership with Engineering, Product, and Design
  • Lead end-to-end LLM workflows: data curation, prompt engineering, retrieval-augmented generation (RAG) pipelines, tool use/agents, and fine-tuning (e.g., instruction tuning, LoRA/adapters) with rigorous evaluation
  • Develop and maintain production-quality services for training and serving, including scalable APIs, vector/feature stores, and streaming/ETL data pipelines
  • Optimize for latency, cost, and quality using techniques like quantization, distillation, caching, batching, and autoscaling; tailor models for on-device vs. cluster execution
  • Establish robust offline/online evaluation: experiment design, A/B testing, guardrails and safety checks, hallucination mitigation, and automated monitoring/observability with clear SLOs
  • Communicate technical trade-offs, risks, and impact to cross-functional stakeholders; write clear design docs, roadmaps, and decision records
  • Partner with Security, Legal, and Privacy to ensure responsible AI, data governance, and compliance in training and inference
  • Proactively explore and integrate advances in ML/AI (CV, NLP, recsys, LLMs) and rapidly prototype and transfer promising research into production
  • Mentor teammates, contribute to code reviews and best practices, and help shape the technical direction of ML and AI at Dropbox
  • Participate in on-call rotations for services where applicable

Requirements

  • BS or MS in Computer Science or related technical field involving Machine Learning or equivalent technical experience
  • 8+ years of experience in engineering with 5+ years of experience building Machine Learning or AI systems
  • Strong industry experience working with large scale data
  • Strong analytical and problem-solving skills
  • Familiarity with search-related applications of Large Language Models
  • Proven software engineering skills across multiple languages including but not limited to Python, Go, C/C++
  • Experience with Machine Learning software tools and libraries (e.g., PyTorch, HuggingFace, TensorFlow, Keras, Scikit-learn, etc.)
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