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CoreLogic Principal Software Engineer (Machine Learning) in Oxford, Mississippi

This position is for a Principal Software Engineer (Machine Learning) with a company located in Oxford, Mississippi.

Summary: Join a highly motivated hybrid-remote team tackling diverse AI projects ranging from traditional machine learning to cutting-edge imagery and LLM. Take ownership over your work, embrace continuous learning, and above all, find joy in what you do!

       

Duties and Responsibilities Include: 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. Receives general direction and is competent to perform nearly 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.

Requirements and Qualifications Include: 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. 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. 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. Demonstrated experience innovating.

An Equal Employer Opportunity/ Affirmative Action Employer.

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