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Machine Learning Software Engineer with Security Clearance

Company: Innovative Defense Technologies
Location: Fall River
Posted on: November 10, 2019

Job Description:

Description Background information: Innovative Defense Technologies (IDT), provider of automated software testing, data analysis, and cybersecurity solutions for complex, mission-critical systems in the US Department of Defense (DOD), is seeking a Machine Learning Software Engineer in support of its efforts implementing Artificial Intelligence solutions for a variety of customers. This role is based in our Fall River, MA office. Overview: The Machine Learning Software Engineer position offers an engineer the opportunity to utilize his/her knowledge and talents as part of a collaborative team developing AI solutions for a growing company. A few of the responsibilities include applying modern computer vision techniques (Deep Convolutional Neural Networks, etc.), supporting feasibility studies, extracting semantic meaning from visual information, and exploring data using scientifically valid techniques to exploit patterns with state-of-the-art AI/ML/DL solutions. All applicants must be able to obtain/maintain an active U.S. Security Clearance. Responsibilities Include: * Develop and train Machine Learning algorithms and approaches for solving image segmentation/classification and goal oriented action planning
* Use Deep Learning frameworks such as Tensorflow and Keras to build and validate ML/DL models
* Develop solutions to deliver AI/ML/DL models from problem formulation to a productized, deployable, maintainable capability
* Describe and implement REST APIs, ensuring their performance and scalability
* Work closely with a fast paced team to imagine, design, develop, test, and launch software
* Solve problems and have a large degree of ownership for the delivery of your code and design
* Prepare written reports and project deliverables for work performed
* Interact with technical team members from multiple organizations in a collaborative environment
Minimum Required Qualifications: * Bachelor's Degree in Computer Science, Computer Engineering, Physics, or Math required
* 3 years' experience in related positions, including AI/ML or Data Scientist roles
Required Skills: * Experience with computer vision techniques
* Experience working with convolutional neural network, decision trees, probability networks, association rules, and clustering
* Experience using Java and Python
* Experience using ML libraries, such as scikit-learn,
* High motivation and interest in learning and implementing Machine Learning technologies
* Proficiency working in Linux
* Ability to converting high-level product requirements into successful products through solid software architectures, engineering design and implementation.
* Experience developing within a continuous integration environment
* Ability to travel approximately 5%
Preferred Skills: * Experience working with GPUs to develop and train model
* 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
* Proficiency with HTML, CSS, and Javascript
Competencies: * Solid analytical abilities, coupled with a strong sense of ownership, urgency, and drive
* Attention to detail
* Initiative, creativity, reliability, teamwork
* Ability to adapt to and thrive in a fast-paced environment
EEO Statement: IDT is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, disability, protected Veteran status, or any other basis protected by federal, state, or local law.

Keywords: Innovative Defense Technologies, Fall River , Machine Learning Software Engineer with Security Clearance, IT / Software / Systems , Fall River, Massachusetts

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