Calance Job Opening

Job TitleData Scientist - ID:35475
Start DateASAP
Job SkillsNLP, Python, Spark
LocationBuena Park, CA
Date Posted03/09/2020

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We are seeking a Data Scientist with 3-5 years of experience in developing and delivering robust statistical/machine learning/deep learning models that use latest methods & algorithm while generating tangible business value.

Required Skills/Experience:

Strong statistical knowledge and intensive experience in model development space:
o Thorough understanding of data extraction, cleaning, transformation, pre-processing and feature engineering techniques on very large datasets
o Thorough understanding of Regression, Classification & Clustering techniques like Linear Regression, Logistic Regression, Random Forest, SVM, Gradient Boost, XGBoost, Nave Bayes, D-tree, PCA, etc.
o Knowledge of Time series forecasting, Market analysis, RFM
o Knowledge of Deep Learning techniques like CNN, Word2Vec, RNN, LSTM, Inception, Xception, VGG, DenseNet, etc.
o Knowledge to frameworks like Tensorflow, Keras, PyTorch, Scikit-learn.
Exposure to building machine vision models using Transfer Learning techniques and custom neural networks
Exposure to building document clustering, topic analysis, text classification, named entity recognition, sentiment analysis, and part-of-speech tagging methods for unstructured and semi-structured data
Minimum 2 years of experience of scripting using Python, R or Java. Proficiency in data manipulation with at least one tool is a must.
Masters in Statistics, Mathematics, Computer Science or a closely related major, PhD preferred
Good communication, presentation & communication skills
Strong analytical & problem solving skill
Have an interest in reading / learning and researching on newer techniques and conceptualizing them

Desired Skills/Experience:
Core Java and Spark MLlib
Python, Dask framework and Distributed TensorFlow
Natural Language Processing (NLP)
Health Image Processing especially in the area of Radiology
Formal training in Data Science is highly desired

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Calance is a global IT Services firm specializing in end-to-end solutions for Development, Managed Service,
Security, SAP, Project Control Integration and IT Staffing.Operating in the United States and India,
Calance helps clients bring their ideas and strategies to life through talent, technology and tenacity.

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