Job Description
Bigthinx, an award winning fashion tech company that's revolutionizing how people shop, create, and interact. We are disrupting the global fashion industry with Artificial Intelligence for digital clothing, 3D PDP content, virtual beings, and transformational digital shopping experiences.
Our solutions include automated, high-quality 3D fashion content at scale, combined with generative AI, 3D virtualization, and interactive visual tools. These innovations help brands personalize shopping, enhance supply chains, boost profitability, improve sustainability, and significantly reduce costs.
Job Description
Develop and optimize machine learning models to run efficiently on mobile web and best exploit modern parallel environments.
Develop and deploy real time computer vision algorithms for the web in areas related to 3D reconstruction, rendering, and object detection and tracking.
Work with research and engineering teams to productionize machine learning services for immersive 3D experiences.
Requirements
1+ years of experience in the field of Artificial Intelligence (Computer Vision, Machine Learning).
Python programming is a must.
Strong experience working with at least one deep-learning library (e. g., PyTorch, Jax, TensorFlow, Caffe2).
Past experience should include formulation, training, and optimisation of new algorithms, applying process automation, and designing A.I. pipelines.
Strong grasp of CPU and GPU performance challenges and optimisation techniques.
Strong understanding of machine learning algorithms & principles (regression analysis, probabilistic models, supervised classification and unsupervised learning), and their application.
Applied experience with Deep Learning architectures such as Convolutional Neural Networks [VGG16, ResNet, DenseNet], Autoencoders, Generative adversarial network, and Siamese network.
Application of object detection and localization models like YOLO, RCNN, Mask-RCNN etc.
Working experience with machine learning library scikit-learn, and image processing tool OpenCV is also required [Python].
Good verbal and written communication in English.
Preferred
B.Tech, BS, MS or PhD in Computer Science, Electrical Engineering, or equivalent fields. Specialization in Machine Learning/Computer Vision ( CV focused on deep learning ) is preferred.
Excellent programming skills in Python are a must, and knowledge of C++, Matlab, Julia etc. is a plus.
Knowledge of working on tools like git, and docker on Linux operating systems is a plus.
Previous experience with deploying deep learning solutions (focused on computer vision) in production environments is a big plus.
What You Get
Pioneering R&D projects with decision-making authority.
Passionate, curious and motivated colleagues.
Task-driven rather than time-driven environment.
Coaching, mentoring & upskilling.
Opportunity to shape the fashion and retail industry.
