Machine Learning Engineer

Robotics Prcocess Automation, LLC - Rockville, MD

Full-time - Entry Level

Rockville, MD

About the position

The Machine Learning Engineer position at Intelligent Automation, Inc. (IAI) is designed for a junior to mid-level team member who will contribute to various machine learning, deep learning, and big data projects. The role involves working alongside engineers and data scientists to develop advanced algorithms for processing time series, text, audio, image, and video data, as well as engaging in big data analytics. The successful candidate will play a key role in enhancing the team's capabilities in multi-sensor fusion, information retrieval, sensor simulation, text mining, and constrained optimization.

Responsibilities

• Support execution of machine learning projects by collecting data, performing model training, evaluating performance, analyzing results, and developing code.
• Develop algorithms and conduct analysis using state-of-the-art machine learning/artificial intelligence tools across different domains.
• Collaborate with team members from different disciplines to solve complex problems.
• Provide technical leadership in problem formulation and use case derivation, clearly articulate tasks to accomplish goals, and develop high-quality artifacts that can be reused on different projects.
• Support program management and business development efforts by writing reports/papers, contributing to proposals, presenting work to customers, etc.

Requirements

• Experience in machine learning and deep learning techniques.
• Proficiency in programming languages such as Python or R.
• Familiarity with big data technologies and frameworks.
• Ability to analyze and interpret complex data sets.
• Strong problem-solving skills and ability to work collaboratively in a team.

Nice-to-haves

• Experience with multi-sensor fusion and information retrieval applications.
• Knowledge of text mining and image/video processing techniques.
• Familiarity with constrained optimization methods.

Benefits

• Equal opportunity employer with inclusive hiring practices.