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Data Scientist

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Job ID: 2201054
Location: SAN DIEGO, CA, United States
Date Posted: Mar 30, 2022
Category: Information Technology
Subcategory: Data Scientist
Schedule: Full-time
Shift: Day Job
Travel: Yes, 10 % of the Time
Minimum Clearance Required: Interim Secret
Clearance Level Must Be Able to Obtain: Secret
Potential for Remote Work: No
Benefits: Click here

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Job Description

Description

SAIC is seeking a Data Scientist to join our team in San Diego, CA..

“This candidate will ideally reside in the San Diego, CA area with work from home options.”

Job Description:

  • The TACNET Data Intelligence team is seeking a Data Scientist who will lead development of our first data science AI/ML project (BERT) including analytics and data visualization across a wide range of IT management and network health data sources.
  • Collaborate closely with our product and software development teams to enhance the existing ML model and develop new capabilities supporting IT network analytics.

 

Responsibilities include but not limited to:

  • Apply knowledge in machine learning, statistics, software development, and data science to solve challenges on IT management and complex network health datasets.
  • Collaboration with internal and external parties to use AI/ML to solve NLP tasks primarily for internal and external customer projects.
  • Performing data preparation and analysis across various Navy reporting systems as well as management of complex data sources.
  • Defining manual annotation processes for text processing system validation.
  • Identify and present predictive drivers/leading indicators, trends, outliers, and patterns that uncover new insights to help guide enterprise-wide business insights.
  • Proactively proposes enhancements and has ability to design new and exciting features while retaining quality.
  • Engage with business users and stakeholders to understand both user requirements and larger strategic goals.
  • Perform work independently onsite and remotely as tasking requires.

 

 

 

 

Qualifications

Required Qualifications:

  • Experience in building models with Python and state-of-the-art machine learning libraries (e.g. PyTorch, Tensorflow, MxNet), and can leverage Hadoop, HBase, Spark, etc.
  • Be comfortable performing data acquisition, data cleansing and other data preparation tasks.
  • Strong analytical skills in order to extract meaning from complex data relationships and articulate to technical and non-technical stakeholders.
  • Be comfortable performing data acquisition, data cleansing and other data preparation tasks.
  • Experience in Microsoft stack - .NET 4.0/C#, JavaScript, MSSQL/SQL Server.
  • Experience working with UI design team to build and implement new designs.
  • Experience in programming with Python and report visualization frameworks such as Plotly.
  • Comfortable with engaging with site customers under minimal supervision.
  • Creative problem solving skills and ability to work within areas that have no set guidance or processes.
  • Strong written and verbal communication skills.
  • Have familiarity with visualization tools such as Tableau.

 

 

 

EXPERIENCE AND EDUCATIONAL REQUIREMENTS:

  • Bachelor’s degree in Finance, Data Science, Computer Science, Statistics, or a related field with 2 or more years related experience.
  • four (4) years of experience accepted in lieu of degree
  • Minimum Clearance Required: Interim Secret

 

Preferred Qualifications:

 

  • Experience or willingness to learn BERT language model.
  • Experience or willingness to learn data visualization tools such as Kabana and the related ELK stack (Elastic Search).
  • Experience in programming with VB Script/Excel VBA.
  • Strong understanding of TCP/IP, AS2, SMTP, SSL, SSH, HTTPS, OpenSSL, LDAP, SFTP, DNS protocols.
  • Knowledge of Agile/Scrum methodology.
  • Adaptable and willing to learn new technologies and methods.


COVID Policy: Prospective and/or new employees are required to adhere with SAIC's vaccination policy. All SAIC employees must be fully vaccinated and they must submit proof of vaccination on their first day of employment. Prospective or new employees may seek an exemption to the vaccination requirement at Contact Us and must have an approved exemption prior to the start of their employment. Where work is performed strictly at a customer site, customer site vaccination requirements preempt SAIC's vaccination policy.




Overview

SAIC® is a premier Fortune 500® technology integrator driving our nation's technology transformation. Our robust portfolio of offerings across the defense, space, civilian, and intelligence markets includes secure high-end solutions in engineering, digital, artificial intelligence, and mission solutions. Using our expertise and understanding of existing and emerging technologies, we integrate the best components from our own portfolio and our partner ecosystem to deliver innovative, effective, and efficient solutions that are critical to achieving our customers' missions.

We are more than 26,500 strong; driven by mission, united by purpose, and inspired by opportunities. SAIC is an Equal Opportunity Employer, fostering a respectful work culture based on diversity, equity, and inclusion that values all contributors. Headquartered in Reston, Virginia, SAIC has annual revenues of approximately $7.1 billion. For more information, visit saic.com.

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