Senior Computer Vision Engineer
Yerevan, Armenia
Applications have closed
Picsart is looking for a Senior Computer vision Engineer interested in developing new technologies for real-world image and video editing problems. The ideal candidate will be comfortable developing ML/DL-based solutions and improving/optimizing existing mobile frameworks and server-side APIs.
Responsibilities- Develop and prototype advanced software technologies based on face detection, landmarks detection, 3D reconstruction, object detection, segmentation, tracking, and enhancement
- Collaborate with product managers and dive deeper into the usage of the research, brainstorm with the product team on developing new creative ideas
- Characterize and evaluate the performance of developed solutions
- Identify platform technical limitations and overcome them
- Optimize ML/DL models and solutions
- Develop automation pipelines for training, benchmarking, and deployment.
- 3+ years of industry working experience
- Experience in the continuous development of ML/DL models and supporting them in production
- Strong knowledge of Python, including standard algorithms and data structures
- Experience with modern frameworks for ML/DL inference (MNN, TensorRT, PyTorch, TFLite)
- Experience with NumPy, skimage, scikit-learn, pandas, scipy.
- Knowledge of Nvidia products (triton, TensorRT, cuda)
- Knowledge and experience in OOP principles and software architecture design
Nice to have:
- Understanding of ML/DL building blocks and their working principles
- Familiarity with MLDevOps (ClearML, MLFlow, or similar)
- Experience in C++
- Experience in classic computer vision approaches
- Experience in optimizing ML models for mobile devices
- Experience with mobile development
- Experience with Video processing
- Understanding of the GCP ecosystem.
#LI-MM1
What we seek and value most in our candidates
Professionalism in both soft and hard skills; motivation to grow, learn and share, positive attitude, flexibility, transparency, ownership and the most important - passion and commitment.
Picsart is proud to be an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. We are committed to providing reasonable accommodation to employees who have protected disabilities consistent with local law.
Picsart, Inc. is an E-Verify Employer in the US. Please click here for the E-Verify Poster in English or Spanish. For information regarding your Right To Work, please click here for English or Spanish.
ABOUT US
Picsart is the world’s largest digital creation platform and a top 20 most downloaded app. Every month, the Picsart community creates, remixes, and shares billions of visual stories using the company’s powerful and easy-to-use editing tools. Picsart has amassed one of the largest open-source content collections in the world, including free-to-edit photos, stickers, backgrounds, templates, and more. Picsart is available in 30 languages for free and as a subscription on iOS, Android, Windows devices and on the Web. Headquartered in Miami, with offices around the world, Picsart is backed by SoftBank, Sequoia Capital, DCM Ventures, Insight Partners, and others. Download the app or visit picsart.com for more information.
Tags: 3D Reconstruction APIs Architecture Computer Vision CUDA GCP Machine Learning MLFlow ML models NumPy OOP Pandas Pipelines Python PyTorch Research Scikit-learn SciPy TensorRT
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