Napier Healthcare Solutions (India) Pvt Ltd. | Jobs | Data Scientist | BigDataKB.com | 02-02-22

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05/04/2022

Job Location: Hyderabad/Secunderabad

Experience Level

6 to 8 years manipulating data sets and building statistical models, Masters / PHD in Statistics, Mathematics, Computer Science or another quantitative field

Use statistical and analytical methods plus AI tools to develop predictive algorithms for relevant healthcare operations and clinical problems.

1. Experience creating and using advanced ML algorithms & statistics: regression, simulation, scenario analysis, modelling, clustering, decision trees, neural networks, etc.

2. Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL

3. Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.

Roles & Responsibilities

Ability to work with Structured and unstructured data
Data mining & extraction from multiple sources
Process, clean, validate integrity of data for analysis
Analyse patterns and solutions in big data
Using ML tools to select features, create and optimize classifiers

Expected Skillset

Programming

Statistical programming languages like R, Python, etc.
Database query languages like SQL, Hive, Pig is desirable
Familiarity with Scala, Java, or C++ is an added advantage
Experience using web services: Redshift, S3, Spark, DigitalOcean, etc.

Statistics

Mining – Statistical tests, distributions, regression, maximum likelihood estimators, GLM/Regression, Random Forest, Boosting, Trees, text mining
Experience in fundamentals of Multivariable Calculus and Linear Algebra for optimizing predictive performance in algorithm optimization techniques.
Data wrangling proficiency in handling imperfections in data

Data Visualization

High Proficiency in Matplotlib, ggplot, d3.js., Tableau

Machine Learning

k-Nearest Neighbours, Naive Bayes, SVM, Decision Forests
Deep learning networks, NLP etc.

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