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What You’ll Be Doing:
- Build and productionize LLM and NLP models across retrieval, summarization, classification, and generative tasks.
- Improve model accuracy, relevance, and robustness through structured evaluation frameworks, systematic error analysis, and iterative experimentation.
- Design and implement scalable ML services and inference pipelines in Python using modern ML frameworks.
System Architecture & Engineering:
- Integrate models with retrieval systems, feature stores, and knowledge sources while applying strong engineering discipline.
- Contribute to core architectural decisions that balance modeling complexity with performance, maintainability, and long term extensibility.
Delivery, Collaboration & Leadership:
- Translate complex NLP and LLM product requirements into structured engineering plans with clear milestones.
- Participate in technical design reviews and champion improvements in ML engineering practices including deployment standards, model QA, code quality, and operational excellence.
- Demonstrate strong ownership and attention to detail by driving high-quality delivery.
Loopio
Loopio provides a workplace that recognizes the advantages of working flexibly, operating as a remote-first company. They have established hub regions around the world and foster a supportive culture with opportunities for connection.