onsite
AI/ML Data Scientist - Guidehouse
Data Scientist
Partner with stakeholders to translate business problems into scalable AI solutions, designing machine‑learning models, NLP pipelines, and semantic search systems for structured and unstructured data.
About the role
Key Responsibilities
- Collaborate with business stakeholders to define AI/analytics use cases and translate requirements into technical specifications.
- Design, develop, and deploy machine‑learning models that process both structured and unstructured data sources.
- Build NLP pipelines, semantic search, and entity‑resolution capabilities to enable advanced information retrieval and relationship analysis.
- Integrate OCR/ICR outputs, metadata, and free‑text documents into data pipelines for insight generation.
- Validate model performance, monitor production systems, and iterate based on stakeholder feedback.
Requirements
- Strong proficiency in Python and experience with ML frameworks such as TensorFlow or PyTorch.
- Hands‑on experience building NLP solutions, including text preprocessing, embeddings, and entity extraction.
- Solid understanding of relational databases and SQL for data extraction and manipulation.
- Demonstrated ability to design end‑to‑end machine‑learning workflows, from data ingestion to model deployment.
- Excellent communication skills to convey technical concepts to non‑technical audiences and work collaboratively in a consulting environment.
Skills
pythonmachine learningnatural language processingsqltensorflow