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Data Scientist II - Time Series Modeling [USA - Re

Location: Carrboro
Posted on: May 15, 2022

Job Description:

Job DescriptionSalary: AURA TECHNOLOGIES, LLC (AURA) is an advanced technology, research and development (R&D) company creating game-changing innovations for the US Department of Defense in Artificial Intelligence (AI) and in other systems-level implementation of cutting-edge technology. We are creating advanced intelligent power systems for the US Army; unconventional tactical lights for the US Marines; revolutionary satellite manufacturing for the US Air Force; and a range of AI platforms for DoD implementation. AURA partners with some of the best companies in the world, such as Boeing, Northrop Grumman, and Lockheed Martin. We also collaborate with the best and brightest at our Nation's universities, including Georgia Tech and NC State University.  If you are a smart, capable and talented individual who possesses high integrity, thrives in a fast-paced environment, wants to chart your own course based on your capabilities, and is willing to be accountable for failures and successes, then continue reading because you may be the ideal candidate to join our exponentially-growing R&D business.  AURA has an immediate opening for a full-time Data Scientist II – Time Series Modeling (remote). Candidates with greater experience may also be considered for a more senior role.

**Please be sure to add notifications@app.bamboohr.com to your contact list to ensure delivery of all correspondence from us.** ESSENTIAL DUTIES AND RESPONSIBILITIES: As a Data Scientist for time series modeling, you will develop machine learning and artificial intelligence algorithms for structured and time-series data. In addition to technical direction for specific assigned projects, your responsibilities will include the following essential duties:

  • Standardize, normalize, clean, and format data that may include sensor-based and time-series data
  • Utilize approach to extract features and build machine learning applications by training on large, time-series datasets
    • Provide recommendations for algorithm development, testing, validation, and model feedback
    • Produce clear, concise, documented, and production-ready code
    • Train others to use and maintain developed tools/applications
    • Work in a team environment to collaborate with coworkers, partners, and clients to produce an integrated solution Given the demanding, diverse, and fast-paced environment, the Data Scientist II – Time Series Modeling must also possess exceptional attention to detail. WORK EXPERIENCE, EDUCATION & TECHNICAL REQUIREMENTS: You must be able to demonstrate prior development of production-level AI algorithms using real-world data. Required skills include the ability to quickly understand and model a novel problem. You must have a strong background in engineering or the hard sciences. Minimum Years of Work Experience: Minimum of 2 years' experience in a data analyst, data scientist or similar role (a doctorate may be substituted for experience in the case of a qualified candidate) Minimum Education: Masters' degree in Computer Science, Engineering, Data Science, Statistics, or a related technical degree Minimum Technical Requirements:
      • At least 1-2 years practical expertise in time series approaches, such as Long Short Term Memory (LSTM), time series classification, and forecasting
      • At least 1-2 years practical experience developing machine learning algorithms using programming languages common in the data science profession, such as Python or R
        • At least 1-2 years practical experience visualizing and presenting data, using tools such as Bokeh, Tableau, or Plotly
        • Demonstrated experience building production-level classification machine learning algorithms, including recommender systems REQUIRED:
          • Candidates must not now or in the future require sponsorship for employment visa status
            • Able to qualify for secret clearance or above PREFERRED:
              • Prior DoD or military experience
              • Secret clearance
                • Doctorate degree in Computer Science, Engineering, Data Science, Statistics, or a related technical degree OTHER DESIRABLE EXPERIENCE:
                  • AI platforms and/or application development
                  • Scholarly publications and/or patents relevant to this position
                    • Strong communication skills, both verbal and written
                    • Familiarity with AI/ML-based diagnostics, prognostics, and predictive maintenance algorithms ADDITIONAL REQUIREMENTS:
                      • Candidates must not now, or in the future, require sponsorship for employment visa status.
                        • SECURITY CLEARANCE: The successful candidate must already have, or be able to obtain once employed by AURA, a US Government Secret-level clearance. The successful candidate must maintain the clearance during the duration of their employment, which is a requirement of this position. The US Government generally only grants clearances to US citizens who are free from major criminal convictions. Individuals not meeting these two criteria will most likely not be granted a US Government security clearance.TO BE CONSIDERED FOR THIS WORK (**Please follow these directions carefully**):Write a carefully crafted, well-written cover letter that elaborates on your interest in this position and why you think you are the best candidate for the job. Any submission with a generic cover letter will be rejected with no review of the CV. Submit your cover letter, CV and three professional references in PDF format ONLY via BambooHR.Any attachments must be in PDF format or will not be opened due to virus concerns. No phone calls after submission. We will let candidates know via automated reply that we have received their resumes and will contact them if there is a good fit after the closing date for this job.

                          AURA Technologies, LLC is an Equal Opportunity Employer and affirmative action employer of veterans protected under the Vietnam Era Veterans' Readjustment Assistant Act (VEVRAA). We are a Drug Free Workplace and thus, all job offers are contingent on successful criminal background check and drug screen. As a US Federal Contractor, AURA uses the Department of Homeland Security e-Verify system to determine eligibility to legally work in the United States.

Keywords: AURA TECHNOLOGIES LLC., Durham , Data Scientist II - Time Series Modeling [USA - Re, Other , Carrboro, North Carolina

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