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Panasonic Avionics Corporation · 3 hours ago

Machine Learning Engineer IV

Irvine, CA

Full-time

Onsite

Senior Level, Lead/Staff

$138K/yr - $231K/yr

8+ years exp

Panasonic Avionics Corporation is a leader in providing inflight entertainment and connectivity solutions. They are seeking a Machine Learning Engineer IV to lead machine learning projects, design and implement data-driven solutions, and collaborate with cross-functional teams to enhance passenger experiences.

Consumer ElectronicsInformation TechnologyManufacturingTelecommunications

No H1B

Responsibilities

Leads machine learning projects, providing technical guidance and mentorship to junior and mid-level engineers

Design, develop, and implement data-driven solutions, leveraging machine learning techniques to enhance our In-Flight Entertainment & Connectivity (IFEC) systems

Collaborate with cross-functional teams to drive innovation and elevate the passenger experience through advanced technological solutions

Lead the design and implementation of complex, robust, scalable, and high-performance data-driven systems, integrating machine learning algorithms to improve content delivery, personalization, and connectivity services

Develop and deploy machine learning models, predictive analytics, and data-driven strategies to optimize user experiences and enhance IFEC functionalities

Develop machine learning frameworks, tools, and technologies

Plays a key role in architectural decisions related to machine learning infrastructure and deployment pipelines

Represent the team in discussions with stakeholders, articulating technical concepts and recommending strategical technical direction

Designs scalable and efficient machine learning pipelines, leveraging cloud-based platforms and distributed computing frameworks

Explore emerging trends and technologies in machine learning, conduct research, and propose innovative approaches to improve our IFEC offerings

Publish technical papers and submit patents

Work collaboratively with data scientists, software engineers, product managers, and internal and external stakeholders, effectively communicating technical concepts and insights to drive project alignment and success

Continuously monitor and optimize the performance of machine learning models, identifying areas for improvement and implementing enhancements to achieve optimal results

Mentor engineers, provide technical guidance, and contribute to the development of a culture of excellence and continuous learning within the team

Qualification

Machine LearningPythonTensorFlowData ProcessingJavaLeadershipTechnical PublicationsProblem SolvingCritical ThinkingCollaboration

Required

Bachelor's degree in Computer Science, Data Science, Software Engineering, or a related field

8+ years of experience in software engineering, with a focus on data-driven applications, machine learning, or AI, preferably in the aerospace or tech industry

Demonstrated proficiency in programming languages such as Python, Java, or similar, along with expertise in machine learning frameworks (e.g., TensorFlow, PyTorch) and data processing technologies

Demonstrated leadership skills with the ability to lead technical initiatives, collaborate effectively across teams, and drive projects to successful completion

Excellent problem-solving abilities, critical thinking, and a passion for innovation and technology