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Data Scientist/Data Architect

Location : Denver, CO
Job Type : Temp/Contract
Reference Code : 30276
Hours : Full Time
Required Years of Experience : 4+
Required Education : BS
Travel : No
Relocation : No

Job Description :

Summary


 


The primary focus will be applying data mining techniques and statistical analysis, and building high quality prediction systems in an unstructured big data environment.


 


Responsibilities


Data Analysis


o   Select and transform features, build and optimize classifiers using machine learning techniques


o   Utilize machine learning and data mining methods to automate scoring algorithms


o   Develop internal A/B testing procedures


o   Create automated anomaly detection systems and track their performance


o   Perform ad-hoc analysis and present results in a clear manner




Data Management and Architecture


o   Integrate data from multiple sources including third party sources.


o   Enhance data collection procedures to include data for building analytic systems


o   Processing, cleansing, and verifying the integrity of data used for analysis


o   Designs and build relational databases for data storage or processing


o   Develop strategies for warehouse implementation and data acquisition


Required Qualifications :

Skills and Qualifications


· Excellent understanding of machine learning techniques and algorithms, especially in the deep learning area -- both theoretical underpinnings and craft (Systems such as Tensorflow, Theano, Kaffe, scikit.learn and their APIs)


· Applied statistical skills and understanding of probability, statistical testing, regression, etc.


· Experience with common data science toolkits, such as NumPy or R, etc.


· Excellent communication skills


· Experience with data visualization tools, such as D3.js, GGplot, Matplotlib, etc.


· Proficiency in using query languages such as SQL, Hive, Pig


· Experience with NoSQL databases, such as Redis/ElasticCache, Cassandra, HBase


· Good scripting and programming skills, such as Java, Scala or Python, and Spark


· Data-oriented personality


 
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