- Location
- Sofia, Bulgaria, Poland preferred and open to Eastern Europe · Entrupy US
- Workplace
- Remote
- Department
- IT
- Seniority
- Senior
- Education
- Bachelor
Description
As we continue to build...
We’re seeking curious, growth minded thinkers to help shape our vision, structures and systems; playing a key-role as we launch into our ambitious future. If you’re invigorated by our mission, values, and drive to change the world — we’d love to have you apply.
About the role
We are seeking a Machine Learning Engineer with expertise in classical Computer Vision and Deep Learning to contribute to the development of advanced computer vision algorithms focused on item authentication and fingerprinting.
In this role, you will drive the research, development, and deployment of state-of-the-art algorithms and models aimed at accurately determining the authenticity of items and assigning unique digital identities through image analysis. You will also oversee the optimization of image capture solutions on edge devices and ensure models are interpretable, scalable, and robust.
As a senior team member, you will collaborate cross-functionally to define and deliver impactful projects, and contribute to thought leadership in the computer vision domain.
Reports to: ML Manager
Location: Remote: Sofia, Bulgaria, Poland preferred and open to Eastern Europe
What You'll Do:
Leadership & Strategy
- Define the technical roadmap for computer vision projects, aligning with business goals and customer needs.
- Mentor and provide technical guidance to junior engineers, fostering a culture of collaboration, innovation, and excellence.
Advanced Research & Algorithm Development
- Design and develop cutting-edge computer vision models and algorithms for item authentication, fingerprinting, high-quality image capture and related applications.
- Lead innovation by staying ahead of trends in computer vision and machine learning, introducing novel techniques to improve model performance and scalability.
Scalable Systems & Model Deployment
- Oversee the deployment of machine learning models in production, ensuring robustness, efficiency, and seamless integration into systems.
- Optimize algorithms for edge device deployment, focusing on latency, accuracy, and power consumption.
Collaboration & Stakeholder Engagement
- Work closely with internal and external stakeholders to understand product requirements, define project scopes, and deliver actionable solutions.
- Collaborate with engineering teams to integrate CV models into broader system architectures while maintaining system reliability and performance.
Operational Excellence
- Drive best practices in code quality, testing, and documentation. Review and refine code, ensuring modularity, reliability, and adherence to industry standards.
- Analyze production data to identify opportunities for continuous improvement in algorithms and systems.
Who you are:
- Education: Bachelor's or Master’s in Electronics, Physics, Computer Science, or related field.
- Experience: 4-7 years in computer vision and machine learning development.
- Core Expertise:
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- Proficient in both traditional CV techniques (feature extraction, image processing) and deep learning methodologies.
- Advanced knowledge of Python and C++, with expertise in frameworks such as PyTorch, HuggingFace, OpenCV, and CUDA.
- Extensive experience in designing, training, and deploying CV models at scale, including distributed training and inference pipelines.
- Expertise in API design and deployment for ML model services such as FastAPI, TensorRT, Nvidia Triton, and Ray.
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- Mathematical Proficiency: Strong foundation in probability, statistics, optimization, linear algebra, and geometry.
- EdgeML Experience: Skilled in deploying and optimizing models for iOS devices, with a focus on real-time data processing and resource efficiency.
- Collaboration & Communication: Ability to articulate technical concepts and collaborate in cross-functional, global teams.
- Ownership & Drive: A proactive approach, a high degree of ownership, and an eagerness to tackle complex challenges.
What we offer
- Market competitive and pay equity-focused compensation structure
- Generous time away, including company holidays, paid time off, sick time, parental leave, and more!
- The agency to innovate, directly impacting product features and customer experiences.
- Opportunity to be part of the core team in a growing setup.
- Opportunities to publish research, contribute to patents, and further develop CVML and edgeML expertise.
We have had an incredible run so far and laying the foundation for a culture that is fast-paced, entrepreneurial, and rooted in passion, kindness, and positivity. We live by these values – we hire by them, promote them, and celebrate them every day.
If you are a visionary Computer Vision / ML engineer with extensive experience in crafting production-ready solutions, a passion for mentoring, and a desire to solve impactful challenges, we’d love to connect!
Entrupy embraces a diversity of backgrounds and experiences and provides equal opportunity for all applicants and employees. We are dedicated to building a company that represents a variety of backgrounds, perspectives, and skills. We believe that the more inclusive we are, the better our work (and work environment) will be for everyone.