We are currently seeking a motivated, career and customer oriented Data Scientist to join our team to begin an exciting and challenging career with SAIC.
For this position, you will be responsible for the following.
- Develop an understanding of the customer’s data environment through data profiling and statistical analyses
- Execute complex SQL queries
- Design and development of complex large scale OLTP systems
- Obtain, scrub, explore, model and interpret data currently stored in various types of databases using SQL and other data mining tools
- Experience automating business processes using RPA technologies
- Ability to analyze, understand business problems and express it in UML or similar modeling language
- Perform statistical analysis and tune using test results
- Study appropriate datasets and transform data science prototypes
- Research and implement appropriate machine learning algorithms and tools and develop machine learning applications according to requirements
- Train systems when necessary
Required experience and skills:
- Bachelor's Degree and minimum 14 years of experience or equivalent.
- Candidate must be able to favorably pass government background investigation
- Experience with developing predictive models for using large data sets for high transactional volume environment
- Experience with evaluating and measuring performance of models
- Should have a firm understanding of common statistical modeling and techniques (e.g., linear regression, decision trees).
- Conceptual understanding of – and/or prior experiences related to – data profiling, fuzzy matching, entity resolution, and signal detection theory (specifically with respect to SD theory: designing and improving upon systems that monitor, minimize, and balance false positive and false negative outcomes).Perform the above tasks using SAS, SPSS, R, or Matlab.
- Possess the ability to perform with little direct supervision as a self-starter.
- Demonstrate excellent troubleshooting skills.
- Be a self-motivated, creative, and inquisitive problem solver with a strong work ethic.
- Be (or rapidly become) a thought-leader in the area of analytics/data science with respect to entity resolution as it pertains to the customer’s mission.
- Be able to generate written documentation of all work performed.
- Have a customer-focused demeanor.
- Have effective oral and written communication skills.
- Ability to understand and analyze data models – how the data is stored in relational databases
- Ability to understand system integration aspects of integrating model input and output in transactional systems to help real time decision making
- Good understanding software application architecture and develop integration approaches for predictive models
- Prior experience in working in a mission oriented environment a plus
- Experience with statistics, modeling and machine learning techniques a plus
- Advanced – Master’s degree Computer Science or Applied Mathematics or Computational Statistics preferred
- Strong organization and time management skills – prior experience in leading a small team is preferred
- Excellent oral and written communication skills
- Ability to work effectively within a team environment
- Ability to work effectively in a high energy and a very rapid dynamic environment
SAIC is a premier technology integrator solving our nation's most complex modernization and readiness challenges. Our robust portfolio of offerings across the defense, space, civilian, and intelligence markets includes high-end solutions in engineering, IT, and mission solutions. Using our expertise in existing and emerging technologies, we integrate the best components from our own portfolio and our partner ecosystem to deliver innovative, effective, and efficient solutions. We are 25,500 strong; driven by mission, united by purpose, and inspired by opportunities. Headquartered in Reston, Virginia, SAIC has pro forma annual revenues of nearly $7.1 billion. For more information, visit saic.com. For ongoing news, please visit our newsroom. For SAIC benefits information, see Working at SAIC. EOE AA M/F/Vet/Disability