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Machine Learning Architect (Contractor)

Company: LG Electronics
Location: Santa Clara
Posted on: May 3, 2021

Job Description:

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!

We offer an environment that enables colleagues to demonstrate their capabilities, focus on their work and create value. At LG, you're encouraged to take a creative and individual approach to challenges with strong emphasis placed on performance and skill-and equal, merit-based opportunities across the board. We want our colleagues to grow with our global business. That's why we deliver sure rewards for exceptional performance and offer industry-leading benefits. Come join the team!

We are currently seeking a Contract Machine Learning Architect to join our dynamic team in Santa Clara as part of the LG R&D Lab organization.

Job Description:

  • Provide machine learning solutions to domain specific problems related to C-V2X connected cars such as safe driving, security, low latency edge computing, etc.
  • Work together with system architects and software engineers to design machine learning systems and data processing pipelines based on application requirements.
  • Research state-of-the-art methods and identify pros and cons for the domain specific problems, provide improved solutions and decide on development tools and frameworks.
  • Work on Terabyte level raw data to clean, extract, fuse and augment datasets to train, evaluate, test and fine-tune models iteratively until the solution meets the requirements.
  • Work across teams with software and testing engineers to deploy machine learning models into production stack, provide model simplification and optimization if necessary.

Job Requirements:

  • Ph.D or Master's degree in EE or Computer Science with related industry work experience, or Ph.D new graduate majoring in machine learning or data science
  • Proven industry experience of solving real-world problems working as a Machine Learning Engineer, Data Scientist, Data Engineer or similar role
  • Deep knowledge of mathematics in general and probability and statistics in particular, deep knowledge of computer science especially algorithm design
  • Familiarity with commonly used machine learning frameworks (such as TensorFlow/Keras, PyTorch, etc) and libraries (such as Pandas, Scikit-learn, etc)
  • Familiarity with both classical data analysis (such as classification, regression, clustering, etc) and deep learning models (CNN, LSTM, Autoencoder, GAN, Attention, RL, Metric learning, Multi-task Learning, etc)
  • Excellent programming ability to code with Python and/or other languages for data preprocessing, exploratory data analysis, model simulation and generic automation
  • Passionate team player with excellent communication skills, self-motivated quick learner with open mind and courage to be challenged with new knowledge and skills

Preferred Requirements:

  • Knowledge and experience with machine learning at scale on big data platforms (e.g. PySpark with Apache ecosystems or AWS EMR) is a big plus
  • Knowledge and experience with modern software development methodology and workflow (especially Kubernetes container orchestration) is a big plus
  • Knowledge and experience of 5G technology, especially connected vehicle communication systems (C-V2X) and mobile edge computing is a plus
  • NOTE: this is a contract position*

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.

#LI-JH1

Keywords: LG Electronics, Santa Clara , Machine Learning Architect (Contractor), Other , Santa Clara, California

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