Machine Learning Engineer

Robotics Technologies - Rockville, MD

Full-time - Entry Level

Rockville, MD

Merchant Wholesalers, Durable Goods

About the position

Intelligent Automation, Inc. (IAI) is seeking a Machine Learning Engineer to join our dynamic team. This position is ideal for a junior to mid-level candidate who is eager to contribute to a variety of machine learning, deep learning, and big data projects. The successful candidate will work alongside a team of engineers and data scientists, focusing on the development of advanced algorithms for processing time series data, text, audio, images, and video, as well as engaging in big data analytics. At IAI, we are involved in several innovative projects, including multi-sensor fusion, information retrieval in big data applications, sensor simulation, text mining, image and video processing, and constrained optimization. We are looking to enhance our multi-disciplinary team with individuals who possess the expertise and talent necessary to drive our success in these areas. As a Machine Learning Engineer, you will support the execution of machine learning projects by collecting data, performing model training, evaluating performance, analyzing results, and developing code. You will also be responsible for developing algorithms and conducting analyses using state-of-the-art machine learning and artificial intelligence tools across various domains. Collaboration with team members from different disciplines will be essential to solve complex problems effectively. Additionally, you will provide technical leadership in problem formulation and use case derivation, clearly articulating tasks to accomplish goals and developing high-quality artifacts that can be reused across different projects. Furthermore, you will support program management and business development efforts by writing reports and papers, contributing to proposals, and presenting your work to customers.

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, and presenting work to customers.

Requirements

• Experience with machine learning and deep learning frameworks such as TensorFlow, PyTorch, or similar.
• Proficiency in programming languages such as Python, R, or Java.
• Familiarity with big data technologies and tools, such as Hadoop, Spark, or similar.
• Strong analytical skills and experience in data analysis and statistical modeling.
• Ability to work collaboratively in a team environment and communicate effectively with team members from various disciplines.

Nice-to-haves

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

Benefits

• Competitive salary
• Health insurance
• Paid time off
• Professional development opportunities
• Flexible work hours