精选SDE岗位 | Amazon、IBM发布新岗位!
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职位要求:
BASIC QUALIFICATIONS
1+ years of data scientist or similar role involving data extraction, analysis, statistical modeling and communication experience
1+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, etc.) experience
Master's degree in a quantitative field such as statistics, mathematics, data science, business analytics, economics, finance, engineering, or computer science, or Bachelor's degree and 3+ years of professional or military experience
PREFERRED QUALIFICATIONS
Experience with clustered data processing (e.g., Hadoop, Spark, Map-reduce, and Hive)
2+ years of data/research scientist, statistician or quantitative analyst in an internet-based company with complex and big data sources experience
Python programming language.
Interest in AI/LLM/Generative AI.
Excellent communication skills.
Must be eligible to work 16 months starting in September 2023
Preferred Technical and Professional Expertise
R programming language;
One of data visualization, data cleaning, machine learning, deep learning, visual recognition, text mining, or NLP;
Ability to summarize complex subjects simply;
Ability to express yourself equally well in conversation and in writing;
SQL;
Git.
US Citizen with active TS//SCI clearance or show immediate eligibility according to JPAS security database
2+ years of Python programming experience
2+ years of experience architecting, designing or programming applications in hybrid cloud or on-prem environments
Experience with employing, customizing, optimizing, and/or managing NoSQL database technology
Experience with custom ETL (Extract, Transform, Load) development (vice employing off-the shelf solutions, e.g. Apache Nifi)
Experience with designing algorithms to infer relationships between events or entities
Experience with designing validation and/or diagnostic approaches to ensure strong data quality
Preferred Technical and Professional Expertise
Experience coding in operational military and/or intelligence networks or settings
Experience with employing, customizing, optimizing, and/or managing MongoDB
Experience with Celery or analogous asynchronous task queue technologies
Experience with algorithmic development that merges, standardizes, and links related data sources
Skills with implementing and customizing ElasticSearch for text search use cases
Experience with CI/CD tools (e.g. Azure DevOps, Jenkins)
Experience with gathering operational and intelligence data from classified DoD systems
Experience with national or military intelligence capabilities and their use
Experience with transitioning on-prem capabilities to cloud
Experience with natural language processing (NLP) or other techniques to extract value out of unstructured data
Data visualization experience using JavaScript (such as Chart.js or D3)
Experience with MVC frameworks (e.g., React.js), Node.js, and Web API design
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