Python Data Scientist
4 weeks ago
Duties:
• Work across functional teams to identify data capture and analysis requirements.
• Implement a big data architecture onto NCTE.
• Design and build analysis capabilities into the architecture
• Collaborate with software engineers on a data-driven predictive maintenance tool
• Keep up-to-date on current technologies and applications of big data architectures
• Identify opportunities use cases for supervised and unsupervised learning to expand the use of the big data architecture within NCTE
• As needed deliver KPIs and automated reporting to teams supporting the NCTE
Required Skills:
• Bachelor's degree in technical discipline (i.e. data science, computer science, engineering, mathematics, etc.) and 8-10 years of relevant experience
• At least 3 years of experience as a data scientist
• Educational requirements may be adjusted for applicable work experience. Work experience may be adjusted for highly specialized knowledge or uniquely applicable experience.
• Experience in RESTful web services and/or Object Oriented Programming (OOP) paradigms
• Experience with Python, R, or other data science related tools
• Experience querying data from SQL databases
• Experience with machine learning, artificial intelligence, neural networks (e.g. Tensorflow)
• Experience with the Linux operating system
• Experience with configuration management tools (e.g. Git, Nexus, Maven)
• Experience with the agile software lifecycle
• Experience with anomaly detection, time series forecasting, and predictive maintenance
• Has a proven ability to learn quickly and works well both independently as well as in a team setting
Desired Skills:
• Experience rapidly scaling data storage and processing
• Experience with causal analysis methods for root cause analysis
• Experience in Modern Java Frameworks and Libraries (e.g. Spring, Guava)
• Experience with data visualization
• Experience with web frontend frameworks (e.g. React) and accessing REST APIs
• Experience in distributed databases, NoSQL, or Graph databases (e.g.Neo4j or MongoDB) a high plus
• Experience in streaming and/or batch analytics (e.g. Kafka, Spark, Flink, Storm, MapReduce, Hadoop)
• Experience implementing a distributed storage system such as HDFS, HBASE etc.
• Experience creating a distributed analytics engine such as DASK or SPARK directly on virtual machines
Must be able to obtain and maintain a Secret clearance. US Citizenship is required
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