OneGlobe

Data Scientist - Veterans Affair

OneGlobe • $90K — $130K *
Washington, DC 20011In-Person
Education, Government & Non-Profit
5 - 7 years of experience
Today
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Job Overview by Ladders

Qualifications

  • U.S. Citizenship required for VA security clearance
  • 5+ years experience in data analysis languages (Python, R, Julia, SAS)
  • Proficiency with various database systems (SQL, Redis, MongoDB)
  • Experience in cloud-native environments for data science tasks
  • 2+ years in statistical analysis/machine learning/optimization
  • Familiarity with KubeFlow or MLOps
  • Expertise in Reinforcement Learning methodologies and systems

Responsibilities

  • Lead data science projects by collaborating with clients and analyzing mission data
  • Develop cutting-edge algorithms using modern technologies like reinforcement learning and machine learning
  • Analyze and profile diverse data sets, both related and unrelated
  • Provide clients with expert technical guidance throughout projects
  • Manage technology projects and lead the development of innovative solutions
  • Offer specialized technical solutions to complex IT issues through detailed analysis
  • Evaluate and implement new technologies to enhance infrastructure performance

Benefits

  • Technical training and development opportunities
  • Flexible working environment with remote collaboration
  • Exposure to varied industries and client engagements
  • Opportunities to work with cutting-edge data science technologies
  • Support for professional certifications and further education
Full Job Description
  • Leads data science efforts, working closely with clients and data to understand mission and data.
  • Develops algorithms leveraging modern data science technologies including reinforcement learning systems, machine learning and more.
  • Ability to analyze and profile varied related and unrelated data sets.
  • Provides clients with technical expertise for a project or program.
  • Manage technology projects or lead technology solutioning.
  • Provides highly technical and specialized guidance and solutions to complex IT problems; performs elaborate analyses and studies.
  • Evaluates, recommends, and executes new technologies and updates existing infrastructure to ensure optimal performance and efficiency.
  • Develops IT strategies to ensure the systems meet existing and future requirements based on needs and regulations.
  • Works in a variety of environments and has excellent verbal and non-verbal communication skills.


Requirements

  • Must be a U.S. Citizen to obtain a VA security clearance?
  • At least 5 years of experience developing in languages commonly used for data analysis such as Python, R, Julia, or SAS
  • Experience working with multiple database types such as SQL, Redis and MongoDB
  • Experience configuring and working in cloud-native environments to execute data science activities including data preparation, analysis, and model development, training, and deployment.
  • Experience building and integrating the at the application and database level
  • Experience developing REST/SOAP APIs and messaging protocols and formats
  • At least 2 years of theoretical and practical background in statistical analysis, machine learning, predictive modeling, and/or optimization
  • Experience implementing event/data streaming services such as Kafka
  • Familiarity with KubeFlow and/or MLOps
  • Experience prototyping front-end visualizations utilizing data visualization suites such as Kibana or Splunk
  • At least 2 years of experience developing Reinforcement learning systems utilizing at least one of the following methodologies. Finite Markov Decision Processes, Support Vector Machines, Q-Learning, Stochastic Finite State Machines, MCTS or other hybrid Deep Reinforcement Learning processes
  • Experience in theoretical and practical background in statistical analysis, machine learning, predictive modeling, and/or optimization.
  • Experience developing in languages commonly used for data analysis such as Python, R, Julia, or SAS
  • Experience working with databases such as SQL or MongoDB.
  • Experience working with large-scale data sets.
  • Experience producing data visualizations for a variety of different audiences.
  • Excellent verbal and written communications skills along with the ability to present technical data and approaches to both technical and non-technical audiences.
  • Ability to work efficiently with a geographically distributed team using virtual collaboration tools

About OneGlobe

OneGlobe LLC is a software development and consulting company that provides innovative solutions to federal and commercial clients. The company specializes in cloud computing, big data analytics, and enterprise application development. OneGlobe has a team of experienced professionals who are dedicated to delivering high-quality services and products to their clients. The company is headquartered in Herndon, Virginia.
Learn more about OneGlobe
Size
100 employees
Industry
Information Technology
* Ladders Estimates

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