ML Researcher بدوام كامل في دبي
التخصص
تكنولوجيا المعلومات
نوع الدوام
دوام كامل
الخبرة
أي مستوى
الموقع
دبي
وصف الوظيفة
About Flashmind LabsWe are building foundation models that engage with reality directly and evolve beyond their training data. Models that are calibrated, unconstrained in their pursuit of truth, and built for decisions with real consequences.We are a focused team of researchers and engineers in Dubai. Come build the future of learning systems with us.About This RoleWe're looking for researchers to push the boundaries of what foundation models can do when optimized for truth. You will work on novel training objectives, architectures designed to preserve calibration and handle uncertainty natively, and evaluation frameworks grounded in empirical outcomes.You will work with a team of scientists and engineers on core research efforts, including:Novel training objectives for factual accuracy and calibrationArchitectures that handle uncertainty and distributional information nativelyTraining pipelines grounded in empirical outcomesEvaluation frameworks for measuring calibration, tail event accuracy, and robustness under distribution shiftMinimum QualificationsPhD or equivalent experience in ML, CS, or a related fieldProficiency in Python and PyTorchAbility to design, run, and analyze experiments independentlyUnderstanding of large-scale training and accelerator-based compute environmentsPreferred QualificationsDeep expertise in at least one of: alignment methods (RLHF, DPO), calibration, loss function design, or model architecturesDemonstrated record of contributing to advanced research via publications and/or major model releasesExperience with distributed training at scaleBackground in epistemology, calibration, or decision theory
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