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    • Data Science Technical Lead - Machine Learning - Bangalore - beBee Careers

    beBee Careers
    beBee Careers Bangalore

    1 month ago

    Default job background
    Technology / Internet

    Job title: SatSure - Senior Data Scientist/Technical Lead

    Description
    **Job Description:** We are seeking an experienced Senior Data Scientist/Technical Lead to lead our data science team and drive innovation in machine learning and geospatial data science.
    **Key Skills and Qualifications:** * Proven track record of relevant experience in computer vision, NLP, learning theory, optimization, MLSystems, foundational models, etc.* Familiarity with some or most of the following technologies, demonstrated by problem-solving skills in novel scenarios: Convolutional Neural Networks (CNNs), LSTMs/RNNs/GRUs, Transformers, UNet, YOLO, RCNN, Encoder-Decoder Architectures, Generative Models (GAN, VAE, Diffusion), Contrastive Learning, Self-Supervised Learning, Semi-Supervised Learning, Representation Learning, Image Super Resolution, Traditional Machine Learning (Classification, Regression, Clustering), Active Learning, Learning with Noisy Labels, Multimodal Learning, Synthetic Aperture Radar (SAR)/VV-VH bands, Normalized Difference Vegetation Index (NDVI), False Colour Composite (FCC), Dimensionality Reduction (PCA, UMAP, Isomap), Time-Series Modeling/Forecasting, Model compression (Distillation, Pruning, Quantization), Automatic Mixed Precision training, Fourier Neural Operator (FNO), ClimateAI, Domain Adaptation, Domain Generalization, Anomaly Detection* Prior publications in main tracks/workshops of top conferences like ICLR, CVPR, ICCV, ECCV, NeurIPS, ICML, AAAI, IJCAI, ACL, EMNLP, TACL, NAACL, TMLR, IGARSS, InGARSS, IEEE Transactions, etc., would be an advantage, especially first-authored ones.* Proficiency in at least one general programming language (preferably Python), along with strong hands-on experience with ML frameworks (e.g., PyTorch) in terms of training large, optimized, scalable, ML models.* Strong verbal and written communication skills.* Experience with SQL, large-scale distributed systems (e.g., Spark), MLOps will be beneficial.
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