Data Science Manager (CXD)
Tasks
- Build voice of customer error taxonomies and active learning pipelines
- Define technical roadmap for runtime decision plane and learning plane
- Deliver personalization for upsell and conversion
- Design RAG retrieval reranking and knowledge base iteration
- Evaluate models using comparison frameworks
- Govern cost quality latency trade off
- Lead applied machine learning and NLP team
- Manage conversational memory and user profile modelling
- Own large language model production lifecycle
- Run offline evaluation online A B tests and production monitoring
- Set evaluation gates for deployment
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Active Learning | Agentic Reasoning | B testing | Bandit Algorithms | Chunking | Cloud Machine Learning | Data Pipelines | Embedding Models | Experiment design | Knowledge Base | Knowledge base management | Language Models | Language Processing | Large Language Models | Machine Learning | Model Evaluation | Natural Language | Natural Language Processing | Online Experimentation | Python | RAG | Reranking | Retrieval-Augmented Generation | Statistical Analysis | Vector Search | Voice of Customer
Education
Roles
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