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Lockheed Martin

New

A/AI Research Engineer Asc - E1

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Description

Standard Job Description

Focuses on research & development of technologies that enable and advance semi and fully autonomous systems for both defense and commercial customers. Serves as the algorithm expert with up-to-date knowledge on modern AI research and may be involved in the inception of ideas and drive the development cycles from research to test of prototypes for a major project or component of a major project.Researches and discovers improvements to machine learning and robotic algorithms; Drives advancements in techniques used in signal processing, computer vision (CV), and control systems; Develops AI algorithms for mission systems; Applies latest research on AI algorithms and trains machine learning / deep learning models to solve a variety of problems; Investigates and applies the latest machine learning and deep learning techniques; Optimizes the performance of AI algorithms, applications, and platforms; Develops and documents algorithm and implementation requirements; Develops prototypes that will enable autonomous functionality in LM products and platforms; Interfaces with other teams involved the development lifecycle for perception, mission and motion planning, simulation and modeling, testing, etc.

Basic Qualifications

• Bachelor’s Degree in Engineering, Computer Science from an accredited college in a related discipline, or equivalent experience/combined education.
• Previous experience building machine learning models by way of work, projects, courses, etc.
• Previous experience in applying any of the following machine learning areas to business problems:
regression, classification, natural language processing, deep learning, anomaly detection, reinforcement learning.
• Previous experience evaluating model performance, including performance metric selection.
• Previous experience with feature engineering and data cleaning/pre-processing.
• Experience with implementing software engineering best practices.
• Superlative communication and interpersonal skills.
• The ability to stay updated on new technologies in the rapidly evolving field of AI.
• Must have strong problem-solving skills, business acumen, and demonstrated excellent oral and written communication skills.
• Experience building data product projects from start to finish and interacting with customers.
• Experience with stakeholder communication and defining requirements
• Preferred languages: Python
• Must be a US citizen

Desired Skills

• Experience with natural language processing techniques
• Experience in applying deep learning, especially CNNs, RNNS, LSTMs, and reinforcement learning
• Experience with integration of data products into customer applications.
• Experience with or knowledge of data engineering.
• Experience with or knowledge of AWS.
• Experience in manufacturing and/or engineering processes.
• Story-telling and data visualization.
• Experience with UI/UX and/or human-machine interaction.
• Experience with SQL

Skills

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