AI/ML Data Scientist, Mid-Level

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Job Summary:

Innovative Defense Technologies is an information technology company that provides software testing and data analysis services. They are seeking an AI/ML Data Scientist to develop AI solutions, support feasibility studies, and analyze complex data sets to enhance operational readiness for the Department of Defense.

Responsibilities:

• Develop solutions to deliver AI/ML/DL models from problem formulation to a productized, deployable, maintainable capability

• Use Deep Learning frameworks such as Tensorflow and Keras to build and validate ML/DL models

• Establish and leverage Big Data frameworks to store, extract and analyze relevant data

• Develop software solutions by understanding customer requirements and program intent

• Determine operational feasibility by evaluating analysis, problem definition, requirements, solution development, and proposed solutions

• Be responsible for solutions that meet software design, quality, and performance requirements

• Work with minimal supervision in a collaborative work environment to implement best-in-class solutions

Qualifications:

Required:

• Bachelor’s Degree in Computer Science, Computer Engineering, Electrical Engineering, Systems Engineering, Physics, or Math

• Minimum of 3 years of experience in predictive modeling, data science and analysis

• Previous experience in a ML or data scientist role and a track record of building ML or DL models

• Experience working with data mining algorithms including decision trees, probability networks, association rules, clustering, and neural networks

• Experience using Python (or equivalent)

• Experience using ML libraries, such as scikit-learn

• Experience using data visualization tools

• All applicants must be able to obtain/maintain an active U.S. Security Clearance

Preferred:

• Experience working with GPUs to develop model

• Experience with MapReduce programming (Hadoop)

• Skills with programming languages, such as Java or C/C

• Demonstrated ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine cause and effect relations

• Experience with application container platforms

• Familiarity with continuous integration/delivery tools (e.g. Jenkins)

• Familiarity with version control tools (e.g. Subversion, Git, etc.)

• Familiarity with VMware or other virtualization software

• Experience developing applications for DOD command and control systems

Company:

Innovative Defense Technologies is an information technology company that provides software testing and data analysis services. Founded in 2006, the company is headquartered in Arlington, Virginia, USA, with a team of 201-500 employees. The company is currently Growth Stage.