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Mj98946bh6fzxkbzrrk

Data Scientist

AGEATIA Reston Contractor
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JOB DESCRIPTION:

*             5-8 Years data science research or industry experience

*             Python proficiency -- It's our lingua franca, and we're big Jupyter fans

*             MS or PhD in CS or STEM -- Ability to transform concepts into practical solutions

*             Machine Learning experience -- Successful implementation of ML solutions

*             Communication Ability -- Experience/comfort in presenting abstract concepts

*             Project Management Experience -- Experience leading large DS/ML projects

*             Healthcare Experience -- Experience with data science/ML techniques as applied to Healthcare, specifically experience on recommendation engines for members and claims anomaly detection

 

REQUIRED ABILITIES AND SKILLS:

*             Advanced proficiency in Python and Spark/Scala for classical statistical analysis and data modeling, machine learning and ETL processes.

*             Ability to write production-ready code including documentation and unit tests.

*             Experience with machine learning methods like k-nearest neighbors, random forests, ensemble methods and more.

*             Proficiency in data science modeling - AI, Machine Learning, Deep Learning, Decision Trees, Random Forest, Neural Networks, Supervised/Unsupervised Learning, Forecasting, Predictive Modeling and Clustering.

*             Strong background in machine learning using unsupervised and supervised methods.

*             Deep knowledge of fundamentals of machine learning, data mining and statistical predictive modeling, and extensive experience applying these methods to real world problems

*             Fluency in SQL and other programming languages. Some development experience in at least one scripts language (PHP, Python, Perl, etc.)

*             Proven experience of using Python Machine Learning & Data Pre-processing Libraries. (Scikit Learn, Numpy, Pandas)

*             Ability to initiate and drive projects to completion with minimal guidance

*             The ability to communicate the results of analyses in a clear and effective manner

*             Preferred experience with a statistical package such as R, MATLAB, SPSS, SAS, Stata, etc.

*             Proficiency with healthcare analytics and data structures is preferred.

*             Desired interdisciplinary skills include big data technologies, ETL, statistics and causal inference, Deep Learning, modeling and simulation.

*             Intermediate to advanced ability to create data visualizations using Python.

*             Leading data science projects or teams (as the most technically advanced team member) or working independently on data science projects.

 

*             Experience with large data sets and distributed computing (Hive/Hadoop) a plus.

 Strong skills in software prototyping and engineering with expertise in applicable programming and analytics languages (Python, R, Spark/Scala) and various open source machine learning and analytics packages to generate deliverable modules and prototype demonstrations of their work.

Recommended skills

Data Science
Scikit Learn
Deep Learning
Random Forest
Jupyter
Prototype (Manufacturing)
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Ageatia is a leading Workforce company that has been in the business since 2002. Ageatia was formed with the mission of providing world-class technical consultants to our clients. Our goal is to exceed client expectations in all aspects of workforce Solutions. We seek to know the client's needs and use innovative ways of sourcing and qualifying the best candidates that fit the overall need in a hands-on way.

Our client-centric approach, that we call the Ageatia Way, is what has brought us to the top of many CLIENTS lists and given us the success to establish a solid name and strong reputation, differentiating ourselves from our competitors.

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