Machine Learning Engineer II
TLDR
Contribute to building Lessen's machine learning tools that enhance efficiency and drive growth in real estate services, leveraging data science and deep learning methodologies.
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Design, deploy, fine-tune, and evaluate large language models (LLMs); develop effective prompting strategies to optimize performance for various business use cases.
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Improve data quality by cleaning the company’s data and sourcing information from new data sources.
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Use machine learning/ deep learning to enhance and automate processes in Lessen proprietary tools.
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Translate business problems into scalable AI/ML solutions, particularly using LLMs, in areas
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such as copilot systems, intelligent voice assistants, and work order processing optimization.
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Collaborate cross-functionally with teams to develop, refine, and scale data-driven procedures and workflows.
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Foster a positive team environment.
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Ensure confidentiality and integrity of internal and external data.
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Perform ad-hoc projects and other duties as assigned.
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PhD or Master’s degree in Math, Physics, Statistics, Computer Science, or other related fields
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1-3 years of experience as a data scientist, working closely within a business
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Strong mathematical and statistical skills
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Programming Languages: SQL, Python
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Understanding of ETL tools and database architecture
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Familiarity with pytorch, pandas and cloud platform like AWS, Azure and GCP
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Prompt engineering experience
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Experience using a machine learning framework e.g. scikit-learn, pytorch or similar
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Experience with a statistical software (e.g. R, SAS)
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Experience with natural language processing
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Advanced knowledge of Data Warehousing and BI best practices
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Experience with big data tools such as Spark, Hadoop, etc.
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Experience with Tableau or Superset
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Verbal Communication – Proficient
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Written Communication – Proficient
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Teamwork – Advanced
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Relationships – Advanced
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Organizational Awareness – Advanced
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Learning Agility – Advanced
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Analysis – Advanced
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Problem Solving – Advanced
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Process Orientation – Advanced
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Prioritization – Advanced
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Customer Service – Proficient
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Process Orientation – Advanced
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Negotiation - Advanced
These are the professional skills we would expect from an individual fully established in this role.
Benefits
Maternity/Paternity pay
Lessen simplifies property management by providing a technology-driven, comprehensive solution that connects property owners with a vast network of over 30,000 vetted service providers for efficient maintenance and repair services. Targeting both commercial and residential real estate markets, Lessen empowers clients to streamline operations, reduce costs, and ensure timely project completion through a user-friendly platform and a dedicated team of project managers.
- Founded
- Founded 2020
- Employees
- 500+ employees
- Industry
- Real Estate
- Total raised
- $740M raised