Senior Machine Learning Scientist, Generative Tools & Effects

Berlin, Germany

Full Time Senior-level / Expert
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Picsart is looking for a Senior Machine Learning Scientist who is interested in developing cutting edge technologies for real-world computer vision problems. The ideal candidate will be equally comfortable with theoretical thinking, coding and academic writing.

Responsibilities:
  • Participate in AI lab projects related to hairstyle transformation and other hair-related tools creation
  • Conduct experiments and reproduce results of different papers
  • Analyze and improve existing technologies
  • Work on quality assessment tools
  • Create and implement non-standard, fresh and creative scientific ideas to improve or speed up existing technologies
  • Push the ideas to improve the quality of designed models in terms of product requirements
  • Collaborate with product managers and dive deeper into the usage of the research, brainstorm with the product team on developing new creative ideas
  • Follow up and support the development of models in an end-to-end manner: from design to production
  • Analyze, Interpret and explain outcomes of non-trivial experiments.
  • Communicate with data and product teams, write clear and understandable research requirement documents
  • Collaborate with other scientists, exchange novel and interesting ideas, and reflect these ideas in the research process.
Required Qualifications:
  • 3+ years of industry working experience in machine learning, deep learning (on computer vision tasks).
  • MA/PhD degree in Computer Science or equivalent experience
  • Knowledge of Python
  • Knowledge of algorithms and data structures
  • Knowledge of Deep learning framework: PyTorch/TensorFlow
  • Strong math, especially in linear algebra and numerical optimization, probability theory
  • Knowledge of SOTA approaches in basic deep learning tasks (classification, segmentation, detection, generation etc.)
  • Basic knowledge of classic Machine Learning algorithms
  • Experience with style transfer tasks
  • Experience with DL models for generative tasks: StyleGan, HairCLIP, Stargan.v2, CLIP, StyleFlow, HairMaper etc

#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: Classification Computer Vision Deep Learning Machine Learning PhD Probability theory Python PyTorch Research TensorFlow

Region: Europe
Countries: Germany United States
Job stats:  8  0  0
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