Machine Learning Researcher (Computer Vision)
KOR - Seoul, South Korea
Boeing
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Boeing Korea LLCJob ID:
00000423116Date Posted:
2024-04-18Location:
KOR - Seoul, South KoreaJob Description Qualifications:
About Us
At Boeing, we innovate and collaborate to make the world a better place. From the seabed to outer space, you can contribute to work that matters with a company where diversity, equity, and inclusion are shared values. We’re committed to fostering an environment for every teammate that’s welcoming, respectful, and inclusive, with great opportunities for professional growth. Find your future with us.
Boeing Korea Engineering and Technology Center (BKETC) is seeking a Machine Learning Researcher based in Seoul, South Korea. The person will develop algorithms, Machine Learning (ML) / Deep Learning (DL) models, and systems for our research projects focused on autonomy, aircraft manufacturing, factory digitalization, etc. The work scope will also include research on state-of-the-art models in AI.
Job Responsibilities:
Develops and maintains Computer Vision-based Machine Learning (ML) models focused on autonomous flight, aircraft manufacturing, or factory digitalization
Develops ML/DL models operating on our MLOps system that complies with aviation safety requirements
Works with a principal investigator to decompose and partition system requirements to software requirements
Works as a member of the international team with the members in one or more countries where English is the common language
Basic Qualifications (Required Skills/Experience):
Self-starter and excellent team player
Applicants must have the enthusiasm to learn new technologies and improve their skillsets
Experience in software development/engineering
Applicants must have in-depth knowledge in Machine Learning/Deep Learning
Coding experience in more than one programming language (ex: C, C++, C#, Java, Python, Javascript, Matlab, and so on.)
This role requires creativity, critical thinking, and troubleshooting skills
Proper verbal and written English communication skills
Preferred Qualifications (Desired Skills/Experience):
Advanced degree (e.g. Bachelor, Master degree in Engineering, Computer Science or related field) preferred, but not required
Good to have in-depth knowledge of state-of-the-art techniques applied in autonomous driving
Good to have experiences in developing machine learning model such as anomaly detection, action recognition, place recognition, OCRs, and so on.
Good to have proven experience in machine learning frameworks or libraries such as TensorFlow, Keras, PyTorch, etc
Good to have at least an intermediate level of knowledge in server engineering like resource management on multi-GPUs over multiple servers
Good to have at least an intermediate level of knowledge in aviation and commercial flight operation
Good to have in-depth experience in CV libraries such as OpenCV
Nice to have field experience on develop and execute manufacturing projects using machine learning techniques to optimize manufacturing processes, reduce downtime, and improve quality.
Nice to have winning experience in machine learning or data science competition challenges
Nice to have publication records in top-tier machine learning or computer vision conferences
Nice to have your git repository shared with well-organized projects inside
This is for an international, locally hired position. Candidates must be legally authorized to work in the country where the position is located. Benefits and pay are determined at the local level and are not on Boeing US-based payroll.
Boeing gives additional scores to eligible candidates for job positions who are classified as veterans or persons of disability accordingly to applicable laws.
Boeing Korea has officially been certified as a "Best Family Friendly Management" company by the Republic of Korea Ministry of Gender Equality and Family.
Boeing is the world's largest aerospace company and leading manufacturer of commercial airplanes and defense, space and security systems. We are engineers and technicians. Skilled scientists and thinkers. Bold innovators and dreamers. Join us, and you can build something better for yourself, for our customers and for the world.
Relocation:
No relocation availableExport Control Requirement:
Safety Sensitive:
This is not a safety sensitive positionContingent Upon Award Program
This position is not contingent upon program awardExperience Level:
Individual Contributor - 2Job Type:
RegularJob Code:
BBAPI2 (B00)* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Autonomous Driving Computer Science Computer Vision Deep Learning Engineering Git Java JavaScript Keras Machine Learning Matlab MLOps OpenCV Python PyTorch Research Security TensorFlow
Perks/benefits: Career development Conferences
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