CoreLogic · 3 days ago
Principal Machine Learning Scientist
United States
Full-time
Remote
Senior Level, Lead/Staff
$133K/yr - $175K/yr
5+ years exp
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Responsibilities
Perform model training and validation using various types of machine learning techniques on structured/unstructured data, including imagery, text and graphs.
Support deployment of models.
Perform work in a cloud-based Linux environment.
Present model performance to clients and prospects.
Provide pre-sales and post-sales analytic support and interact with both internal and external clients and prospects.
Create model reports for client review and model documentation.
Prepare and maintain programs and documentation for analytic models.
Conduct defined quantitative and qualitative research projects independently and communicates research results to internal and external stakeholders.
Receives general direction and is competent to perform all aspects of the job independently.
Work may be done without established procedures as required to resolve issues.
Take a team leadership role in developing and refining an analytics development platform.
Mentor and train junior colleagues.
Qualification
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Required
Master’s Degree or higher in machine learning, science, math, statistics, engineering field, or equivalent work experience.
5+ years of related modeling building experience.
Experience in Deep Learning techniques, e.g. Transformers, LLM, VLM, vision transformers, transfer learning, LORA, PEFT, CNN, or NLP.
Experience using python and/or C/ C++ with pytorch, jax, Scikit-learn, mlflow, huggingface.
Support multiple modalities such as spatial, 3D and audio.
Experience working in a cloud-based Linux environment.
Strong problem solving and analytical ability.
Strong communication skills.
Ability to quickly and efficiently adapt to new concepts.
Ability to thrive in a team environment.
Demonstrated knowledge of statistical techniques.
Strong working knowledge of multiple analytic development tools, statistical tools, and programming languages.
Demonstrated experience innovating and extracting insights from multiple data types including unstructured data.
Preferred
Experience using distributed computing a plus, e.g. DDP, FSDP, deepspeed.
Publications or open source contributions a plus.
Company
CoreLogic
CoreLogic provides financial and property information, analytics and services for businesses and the government.
5001-10000 employees
Funding
Current Stage
Public CompanyTotal Funding
$74.65MKey Investors
TA AssociatesBoulder Ventures
2021-02-04Acquired
2010-06-02IPO
2004-12-31Private Equity· $50M
Leadership Team
Patrick Dodd
Chief Executive Officer
Mark Blackwell
Chief Operating Officer
Recent News
Orange County Register
2024-12-05
2024-12-04
2024-12-03
Company data provided by crunchbase
