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CoreLogic · 2 days ago
Principal Machine Learning Engineer
United States
Full-time
Remote
Senior Level
$133K/yr - $200K/yr
5+ years exp
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Responsibilities
Support model training and prediction using various types of machine learning techniques on structured/unstructured data, including imagery and text.
Support deployment of large data.
Support deployment of models using batch and API methods.
Support multiple modalities such as spatial, 3D and audio.
Perform work in a cloud-based Linux environment.
Prepare and maintain programs and documentation for software.
Conduct defined quantitative and qualitative research projects independently and communicates research results to internal and external stakeholders.
Qualification
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Required
Bachelor’s Degree or higher in Computer Science, machine learning, science, math, statistics, engineering field, or equivalent work experience.
5+ years of HPC and/or MLOPS experience.
Experience in high performance computing HPC – e.g. BLAS, SIMD.
Experience in distributed computing – ray, spark, beam, Hadoop, AWS Batch, kubernetes.
Experience using python and/or C/ C++.
Experience working in a cloud-based Linux environment.
Experience processing very large datasets.
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.
Strong working knowledge of multiple analytic development tools and programming languages.
Preferred
Experience with pytorch, jax, Scikit-learn, mlflow, huggingface a plus.
Experience deploying Deep Learning models, e.g. Transformers, LLM, VLM, vision transformers, transfer learning, LORA, PEFT, CNN, or NLP a plus.
Experience using distributed training, e.g. DDP, FSDP, deepspeed a plus.
Publications or open source contributions a plus.
Real-time API processing, e.g. torchserve, bentoML a plus.
Experience in multiple modalities, such as GIS/spatial, 3D and audio a plus.
Demonstrated experience innovating.
Benefits
Health Insurance
Dental Insurance
Vision Insurance
Company
CoreLogic
CoreLogic provides financial and property information, analytics and services for businesses and the government.
5,001-10,000 employees
Funding
Current Stage
Public CompanyTotal Funding
$74.65MKey Investors
TA AssociatesBoulder Ventures
2021-02-04Acquired· by Stone Point Capital ($6B)
2004-12-31Private Equity· $50M
2003-01-10IPO· nyse:CLGX
Leadership Team
Patrick Dodd
Chief Executive Officer
Mark Blackwell
Chief Operating Officer
Recent News
Providence Business News
2024-06-05
2024-06-04
2024-05-27
Company data provided by crunchbase
