LG Electronics USA, Inc. Software Computer Vision / Machine Learning Engineer in Santa Clara, California
Software Computer Vision / Machine Learning Engineer
Location Santa Clara, California
Department (Org 2) Product & Service Exp. Tm E60003
Job Requisition 21637
LG Electronics Zenith (R&D)
At LG we make products and services that make lives better, easier and happier through increased functionality and fun. Put simply, we offer the latest innovations to make “Life Good” – from home appliances, consumer electronics, vehicle components and mobile communications to business innovations in digital signage, air conditioning, solar and LED lighting. As a global leader, we strive for greatness in product leadership, market leadership and people leadership to realize our growth strategies.
Talk about a mantra. Life’s Good with LG!
Software Computer Vision / Machine Learning Engineer
LG’s Silicon Valley Labs (SVL) is looking for passionate and talented computer vision scientists and AI engineers to work closely with the software teams at SVL on novel and disruptive Vision based product and platform solutions that work for real customers. These vision based solutions coming out of LG Silicon Valley Labs will be an important component of LG’s global vision for Automotive, IoT, Robotics and connected services.
As part of the Product and Services team in LG SVL that focuses on making innovative products and services that serve real needs of real customers, the right candidate will join an experienced, multidisciplinary team of engineers, designers and product managers to design and develop AI-enabled vision oriented products and solutions that help predict, personalize and transform lifestyles through LG’s global presence among different vertical segments. The work may also go beyond computer vision into other AI disciplines as project scopes increase.
Principal Duties and Responsibilities
The candidate is expected to be well versed in computer vision fundamentals, with a solid AI background. While the work will involve proof of concepts, we may require some aspects of research work as part of our innovation initiatives. Engineers will work on challenging problems around machine learning and perception, design novel experiments, create prototype implementations, and deliver products with cutting edge technologies that work for real customers.
Work on novel, ground-breaking and AI/machine learning/deep learning based disruptive solutions that start with computer vision and may move towards other related domains like NLP.
Quickly bring up new hardware and systems into play that integrate with AI vision algorithms and data pipelines, as our focus will be on quick prototyping, and feedback from customers.
Design and implement specific algorithms around vision that will start as off the shelf components but will require tweaking at the minimum, and may require rewrites, or new concepts, as requirements may keep changing. Deep Learning techniques are expected to play a key part for this profile. The candidate is expected to be reading papers/journals and learning while designing.
Create quick Proof of Concepts (POC) and project ownership around projects. POCs should help build rich deep learning experience for the organization, which can then be leveraged for the development of real world projects.
End to end hands-on ownership of a new LG vision based platform deployable across various projects and domain areas in LG Silicon Valley Labs.
MS or Bachelors in Computer Science or Electrical Engineering focused on computer vision, machine learning, robotics, or artificial intelligence with 2 - 3 years of experience.
Strong Experience in TensorFlow, or other deep learning frameworks around vision (like Caffe, etc)
Hands on coding with C/C++, Python, Lua, R, Matlab or any proficient AI language of choice
Strong background in algorithms, probability theory, abstract analysis, optimization, linear systems, sensor fusion, machine learning, and deep learning algorithms is a plus
Familiarity with system bring-up, application development, and new hardware architecture is essential as we will be working across a range of new hardware (SOCs, GPUs) as part of early prototyping.
Preferably worked on or delivered projects in Deep Learning, Machine Learning, Computer Vision, Sensor Fusion, Pattern Recognition, Large Scale Data Mining or Artificial Intelligence
The candidate should preferably be reading papers around this area and should be up to date with state of the art in this area. Publications or projects in the broad area of machine learning demonstrating original thinking, problem solving approach and critical performance validation is an additional plus.
A sense of ambition and passion to change the world using AI / Deep Learning.
LG Electronics, USA Inc.; LG Mobilecomm USA, Inc., LG Mobile Research USA LLC, and Zenith Electronics LLC provides equal employment opportunity to all individuals regardless of their race, color, creed, religion, gender, age, sexual orientation, national origin, disability, veteran status, or any other characteristic protected by state, federal, or local law. Further, the Company takes affirmative action to ensure that applicants are employed and employees are treated during employment without regard to any of these characteristics.