Localize is an Operating System for Real Estate (LocalizeOS) based on AI. We help agents to amplify their reach, by AI connecting qualified buyers.
The Data Science and Analytics team builds and maintains algorithms, analysis and datasets that power Localize's unique data platform.
Who we seek:
We are looking for a data scientist/machine learning engineer who can apply ML and NLP from conception to realization.
What will you do:
As a data scientist on the team, you'll design, develop and expand NLP solutions, starting with prompt engineering, interact with stakeholders to connect the solution to production, impact chatbot conversation flows, learn from feedback and design our future cutting-edge AI solutions.
On a given day, you will:
- Maintain and expand our NLP solution, starting with prompt engineering.
- Explore, experiment, and implement tools for NLP and GenAI tasks, remaining updated in the rapidly changing field of machine learning.
- Collaborate with data analysts and scientists, data engineers, engineers, and product.
- Match, upload and review data in various sources for its reliability and validity.
- Take part as a data scientist on ML projects in areas of: NLP, Recommender, Prediction, Segmentation, Schema matching.
Requirements:
- Passionate about data, with excellent understanding of ML algorithms – Must
- 2+ years of proven experience as a Data Scientist, applying Python ML to production – Must
- Experience in using GPT API in production, including prompt engineering - Must
- BSc./M.Sc. in Computer Science, Engineering, Mathematics or relevant field; graduate degree in Data Science or other quantitative field is preferred – Must
- Fluent in English and Hebrew, both written and verbal - Must
- SQL (Redshift, Postgres), BI tools (preferably Looker) and data visualization - Nice to have
- Can do approach and a strong desire to learn
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