HIRING Machine Learning_Permanent Work from Home Job Vacancy in Net Connect Mumbai, Maharashtra – Updated today
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Full Details :
Company Name : Net Connect
Location : Mumbai, Maharashtra
Position :
Job Description : Job Description
Hello,
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 www.netconnectglobal.com
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
Responsibility
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
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