Net Connect Pvt Ltd | Jobs | HIRING Machine Learning_Permanent Work from Home | | 24-02-22

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    Job Location: Mumbai (All Areas)


    I am glad to have found a talent like you out of the lot. I have an exciting opportunity for you to be a part of NetConnect Global. We are a leading technological innovation company with 25 years in the Corporate Industry. We are ISO certified and also awarded “The Great place to Work“.
    Know more about us on
    Benefits of working with NCG:
    • Permanent work from home/ remote working facilities
    • Health and other insurances
    • Flexible work environment
    • Work-life balance
    • Competitive salary packages
    • Exposure to new-age technologies
    • Employee-centric work culture
    Deep Learning / Machine Learning
    Skills and Qualifications 4+ years
    B.Tech / B.E/ Masters in Computer Science, engineering or related field
    • Hands On experience in Model Life Cycle management and accelerating the models on various
    • hardware platforms like GPU/FPGA/TPU etc.
    • Knowledge of deep learning architectures like CNN, RNN, LSTM, RL, GANs, Attention Models,
    • Transfer Learning etc.
    • Solid grasp of neural architecture (e.g VGG/GoogleNet/MobileNet/SqueezeNet/EfficientNet etc)
    • with pruning layers, modifying layers (with weights understanding) and quantization (by achieving
    • accuracy).
    • Good undestanding on loss fucntions (triplet loss, focal loss, cross entropy, angular, additive angular
    • margin etc).
    • Proficiency with image processing techniques, OpenCV, Dlib, OpenMP, parameters tuning, loss
    • convergence, batch processing etc.
    • Development skills with ML frameworks e.g PyTorch, Caffe, TensorFlow, Keras, DeepStream,
    • scikit-learn etc.
    • Good understanding on model conversions (like caffemodel, onnx, graph model etc)
    • Ability to design models and losses for unified neural network architecture.
    • Must have knowledge on visualization tools while training models (Grad-CAM, saliency maps,
    • integrated gradients etc)
    • Proficiency in testing trained-models using confusion matrix, f1-score, bias-variance tradeoffs, roc,
    • auc etc.
    • Must have strong knowledge of deployment strategies like Docker, CI/CD, Test-cases and proficient
    • understanding of code versioning tools (such as GitHub, GitLab, CodeCommit).
    • Strong Python programming, Linux OS and shell scripting skills.
    • HandsOn experience with Docker, Kubernetes, GCP/AWS/Azure
    • Design, build and maintain efficient, reliable and reusable codes.
    • Document functional all aspects of the product design process.
    • Able to integrate with other platform (like C++, embedded devices, Cloud etc)
    • Responsible for ensuring the overall quality of technical deliverables / artifacts.
    • Communicating and managing work in a cross-functional environment.
    • Ability to think out-of-the-box to achieve goals.
    • Strategize the logical interpretations before get involved in training environment.
    • Understanding by reading many research papers (e.g arxiv, CVPR, ICCV, ICML etc)
    • Opportunity to grasp and understanding for creating IP-standard product.
    • One step further to strategize the training process for less data or no-data.
    • Must have eager to learn and team-spirits
    If you think you fit into the Job role, click on the APPLY button or reply back to the Email. I will be waiting to see you on my inbox 🙂

    Apply Here

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