ML Engineer
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Job Description
Who we are
Lightricks an AIfirst company is revolutionizing how visual content is created. With a mission to bridge the gap between imagination and creation Lightricks is dedicated to bringing cuttingedge technology to the creative and business spaces.
Our advanced AI photo and video generation models including our opensource LTXV model power our apps and platforms including Facetune Photoleap Videoleap and LTX Studio allowing creators and brands to leverage the latest research breakthroughs offering endless control over their creative potential. Our influencer marketing platform Popular Pays provides creators the ability to monetize their work and offers brands opportunities to scale their content through tailored creator partnerships.
What you will be doing
As an ML Engineer you will play a crucial role in shaping the system design backend architecture and overall performance of Lightricks ML inference systems. We collaborate with crossfunctional teams including designers developers and researchers. The role offers the chance to significantly impact Lightricks core production systems. Youll have the opportunity to develop and optimize critical backend features and work across diverse technical areas contributing directly to the companys success. This handson role involves working extensively with Python ComfyUI system optimizations and cloud infrastructure.
This position is perfect for a skilled backend engineer passionate about driving efficiency and innovation in machine learning.
Responsibilities
- Design and optimize backend systems to support efficient ML model inference
- Work with cloud infrastructure networking and both CPU and GPU architecture
- Enhance the efficiency and observability of our inference engine supporting various highdemand applications
- Collaborate closely with engine users designers developers and researchers to refine and improve system capabilities
- Contribute to the ComfyUI codebase ensuring a scalable userfriendly interface for machine learning operations
- Navigating and contributing to a large complex existing codebase
- Addressing complex issues with creativity and efficiency
Your skills and experience
- 5 years of experience working withPython and C/C in production environments.
- Strong understanding of system architecture principles
- Proven familiarity with machine learning frameworks and methodologies
- Independent leadership with a proactive approach to problemsolving
- Strong analytical skills for diagnosing and addressing complex technical challenges
- A collaborative teamplayer mindset that thrives in crossfunctional environments
Preferred Requirements
- Knowledge of CPU/GPU architecture and experience with lowlevel optimizations
- Experience with image processing and computer vision
- Experience contributing to large opensource projects
Employment Type
Full Time
