Job Description
Skills
4+ years relevant experience in data science, supervised and unsupervised learning, including advanced pattern recognition and predictive modelling experience
Proficiency with Statistics, Probability, Linear Algebra, and calculus
Proficiency with data mining, statistical analysis, computer vision [image processing, object detection, segmentation], Transfer learning, Transformers, forecasting etc.
Proficiency with scientific Python Libraries, scikit-learn, TensorFlow, Keras or similar
Hands-on Project Experience [should have most of them] on below algorithms
oLinear regression, Logistic Regression, Decision Tree, Random Forest, LightGBM, Xgboost, Support Vector Machine (SVM), KNN, K-Means, Nave Bayes, ARIMA, Apriori etc.
oCNN, ANN, RNN, LSTM, R-CNN, GAN, ENet, CPNet, YOLO, VGG, BERT, Prophet, Inception V3, DenseNet, ResNet etc.
Experience with Excel, PowerPoint, SQL, and programming languages (i.e., Python [Mandatory] / C++ [Optional])
Strong understanding of CUDA and GPU
Expertise in using various annotation tools [e.g., labelling, LabelMe, GIMP, VoTT, CVAT, ImgLab etc.] algorithms to annotate image data
Comfort working in a dynamic, research-oriented group with several ongoing concurrent projects
Comfortable using Linux operating systems and Git
Employement Category:
Employement Type: Full time
Industry: IT
Functional Area: IT
Role Category: Other Software
Role/Responsibilies: Data Scientist
Contact Details:
Company: Santane Consultants
Location(s): Delhi, NCR