Machine Learning (ML) Engineer - Culver City, CA: Design/dvlp/deploy scalable solutions to leverage ML/deep learning models to meet enterp. reqmts. Work w/ data scientists/engrs to dvlp ML algorithms & translate into production-level code. Ensure infrastructure/data pipelines are structured to deploy ML sols. Maintain/improve perform of exist ML sols. Collaborate w/ dvlpmt teams test/deploy ML models. Create metrics to eval perform of ML sols. Translate complex ML problem stmts into deliverables. Keep abreast w/ ML tools/algors/tech. Train/optimize ML models to achieve desired perform metrics. Experiment w/ algor & hyperparameters to improve model accuracy. Deploy trained models into prod environs for real-world use. Monitor model perform/ID potential issues (bias or drift). Improve models retrain w/ new data or refine algor. Tools: ML algor (multi-class classification/ decision trees/support vector machines/ deep learning), C/C++, Python, Java or R. Anticip. base salary w/i $120K-$160K/yr. 40 hrs/wk. Req: Masters Bus Analytics/ Data Sci/ComptrSci/Applied Math +2 yrs exp in dvlpmt/deployment of enterprise-scale ML sols in quantitative analysis role. Email resume: pando@spe.sony.com , Ref: MLENG02. Sony Pictures Entertainment, 10202 W. Washington Blvd, Cohn Bldg 1-1207, Culver City, CA 90232. Some WFH flex, sched apprvd by mgr. Must work onsite as req'd. Principals only. US work auth req'd if hired. EOE.
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