Sr. Data Scientist
On-siteBengaluru, Karnataka, India
Bengaluru, Karnataka, IndiaOn-siteFull TimeSenior LevelDoctorate Or Professional DegreeSmall
Full TimeSenior LevelDoctorate Or Professional DegreeSmall
Job Summary
Analyze raw data by assessing quality, cleansing, and structuring it for downstream processing. Design accurate and scalable prediction algorithms using statistics, data mining, machine learning, and deep learning techniques. Collaborate with the engineering team to bring analytical prototypes to production and generate actionable insights for business improvements. This role requires deep statistical knowledge and commercial acumen to ask the right questions from complex datasets. You will stay current on AI and ML trends to deliver data-driven solutions for clients.
Required Qualifications
- Have worked on Physician segmentation, physician behavior modeling, drug prescribability, drug prescription churn, physician prioritization
- At least 2-4 years' developing Machine Learning methods
- At least 2-5 year Deep learning experience
- Have worked on Medical claims data (patient medical journeys, medical insurance claims, patient ICD-9/10 code medical journey)
- Deep understanding of predictive modeling, machine-learning, clustering and classification techniques, and algorithms
- Fluency with Python, Database(MySQL/Postgres/MongoDB), Git versioning, Data Analysis Libraries(NumPy, Pandas, Statsmodels, Dask), Machine Learning Libraries( Scikit-learn), Deep Learning Libraries(Tensorflow/Keras/Pytorch/fast.ai), Data Visualization Libraries(Matplotlib, Plotly)
- Familiarity with Big Data frameworks and visualization tools (Cassandra, Hadoop, Spark, Tableau)
- Familiarity with AWS or Azure
Desired Qualifications
- Team lead experience
- Consulting background
- clustering, auto-regression models, NER, topic modeling, object detection, semantics/instance segmentation, object tracking
- Good understanding of Word2vec, RNNs, Transformers, Bert, Resnet, MobileNet, Unet, Mask-RCNN, Siamese Networks, GradCam, image augmentation techniques, GAN, Tensorboard
- Deployment - Flask, Tensorflow serving, Lambda functions, Docker
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