Machine Learning Researcher (Computer Vision)

Machine Learning Researcher (Computer Vision)

Company:

Boeing Korea LLC

Job ID:

00000423116

Date Posted:

2024-04-18

Location:

KOR - Seoul, South Korea

Job 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 available

Export Control Requirement:

Safety Sensitive:

This is not a safety sensitive position

Contingent Upon Award Program

This position is not contingent upon program award

Experience Level:

Individual Contributor - 2

Job Type:

Regular

Job Code:

BBAPI2 (B00)