Data Scientist
USD 165K-240K (estimate) Senior-level Full Time
Tasks
- Analyze messy multi source entity data
- Analyze model behavior edge cases and trade offs
- Build and evaluate machine learning for entity matching
- Communicate experimental findings and recommendations
- Compare LLM assisted approaches with lower cost alternatives
- Define benchmark datasets and evaluation metrics
- Design and execute experiments
- Develop embedding and LLM based matching approaches
- Develop scoring and ranking methodologies
- Document experiments results
- Establish experimental pipelines and research approaches
- Plan for inference economics and scalability
Perks/Benefits
- N/A
Skills/Tech-stack
BigQuery | Candidate Generation | Clustering | Databricks | Deduplication | Embeddings | Entity Resolution | Error Analysis | Experimental Design | Language Models | Language Processing | Large Language Models | Machine Learning | Model Evaluation | Multilingual Data | Natural Language | Natural Language Processing | Neural Networks | PyCaret | PyTorch | Python | Ranking | Record Linkage | Retrieval | SQL | Scalability | Semantic similarity | Similarity scoring | Snowflake | Spark | Supervised Learning | TensorFlow | Text Classification | Transformers | Unsupervised Learning
Education
N/A
Roles
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