Staff Machine Learning Engineer

2 months ago

American Fork, United States LVT Corp Full time
ABOUT LVT

LVT is on a mission to make the world safer and more secure through rapidly deployable security hardware that runs on our proprietary SaaS platform. Our enterprise-grade safety and security ecosystem makes it easy to secure essentially any physical environment through intelligent automation and actionable insights. As an industry leader in the IoT space, our systems are deployed in every state and adopted by Fortune 500 enterprise companies who share this vision.

ABOUT THIS ROLE

As a Staff Machine Learning Engineer, you will play a critical role on a small team of engineers that drive new technology development for LiveView Technologies. You will be responsible for designing and implementing ML systems for security and monitoring. Department leads will need your help to understand which problems are appropriate for ML, and to select the appropriate machine learning models for our business needs. Your recommendations will help guide us in design decisions that add significant value to the company. You will have an opportunity to impact the success of the business with ML and in other areas of software engineering.

RESPONSIBILITIES
  • Lead, design, implement, and improve ML and AI solutions
  • Explore and research ML tools and technologies for the company
  • Provide guidance on preparation of training data
  • Create solutions optimized to combine Edge IoT devices and Cloud Services
  • Design machine learning models for data and image processing tasks
  • Collaborate effectively with other engineers and data scientists
  • Facilitate a culture of innovation, transparency, and clear communication
  • Write and review technical documents, including requirements and design documents
QUALIFICATIONS
  • Must have a BS, MS, or PhD in AI, ML, Computer Science, Math, Physics or a related field
  • 5+ years of professional experience creating Computer Vision based Video Analytics solutions
  • 10+ years of professional experience with programming languages such as Python, C/C++, Java and open-source technologies
  • Experience with supervised training, unsupervised training, reinforcement learning, and transfer learning
  • Understanding of the strengths and weaknesses of common ML methods, and have the ability to select a valid approach for given business applications
  • Experience with ML training data collection, and refining/optimizing/tuning of training data
  • Familiarity with ML frameworks such as PyTorch, TensorFlow, Keras, Scikit-learn, MLPack, Caffe, etc.
  • Have a team player attitude and focus on both team and individual goals
  • Have excellent written and verbal communication skills
DESIRED:
  • Experience with NN optimization (distillation, quantization, compression)
  • Experience with any of the following areas: Generative AI, Video semantic search, recommendation systems, pattern recognition, multi-view geometry, multi-modal reasoning, multi-sensor geometry (sensor intrinsic, extrinsic), multi-modal sensor fusion, or machine perception
  • Experience with embedded systems for signal processing and/or machine learning
  • Experience with Databases and SQL
  • Patents, published papers, or conference participation that is related to machine learning
  • Experience presenting and visualizing results for a business audience
WHY JOIN US
  • Founder-led and employee-driven company
  • The opportunity to build where you stand
  • Value centric decision making
  • Both an economically stable and hyper-growth environment (ask us how this is possible)
  • The market leader in redefining how B2B does security
On top of the obvious benefit of getting paid to work with great people who are laser-focused on a mission that matters, we also offer the following benefits:
  • Comprehensive health, vision, and dental benefits for you and your family. Including supplemental and life insurance, company-paid HSA contributions, and an Employee Assistance Program (EAP).
  • 401(k) With up to 4% match
  • Time Off & Paid Holidays - Ask us how we empower employees to take control of their well-being
  • Stock Options - Every full-time employee has the opportunity to be an owner of the company and benefit from our success.
  • Paid Parental Leave - To help your growing family while you're away from work.
  • Company Events - Christmas Party, Summer Party, and other parties to celebrate whenever we can find an excuse.
  • Charitable Opportunities - LVT sends groups of employees to help the Daybreak Vision Project restore sight to thousands of people a year.
  • Wellness - We regularly host dentists, chiropractors, financial experts, and other professionals to provide services and seminars to help promote physical, mental, emotional, and financial wellness.
  • And More - Scholarship opportunities for employees and their dependents, discounted cell services, and opportunities to score tickets to Utah Jazz games and other Delta Center events.

HR Policy
We're an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. All Candidates must pass a drug screening and background check upon employment. Some roles may also require passing a federal background check and fingerprinting. Must be authorized to work in the U.S.

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