Deep Learning Expert

Key Skills

Apache Beam, C++, CNNs, Computer Vision (CV), CUDA kernels, Cython, Data Visualization, Deep Learning, GANs, Machine learning techniques, matplotlib, NumPy, Pandas, Python Programming, PyTorch, Scikit-learn, SciPy, seaborn, SPARK Programming, SQL, TensorFlow, Transformer

Job Description

We are looking for a strong deep learning expert, who can develop, deploy and maintain state-ot-the-art AI models. You work closely at the intersection of research and product development. You are a key player building a new product from scratch - field testing and iterating quickly. By applying your understanding of classical computer vision and state-of-the-art deep neural networks you are responsible for the performance of ramblr’s models.

YOUR PROFILE

• Passion for solving the hard problems in deep learning
• Required:
• Machine Learning (ML): PyTorch or TensorFlow, neural network architectures (especially Transformer / CNNs) training/optimization, model analysis, data loading pipelines
• Computer Vision (CV): CNNs, spatio-temporal data, segmentation, boundary detection, image augmentation
• Full proficiency in python-based collaborative software engineering: follow consistent style-guide, clean design patterns, self-documented code, unit/integration tests, type annotations
• Experience with scientific python libraries such as: numpy, matplotlib, scipy, scikit-learn, scikit-optimize, pandas, seaborn
• General: git VCS, code reviews, development on Linux, distributed computing concepts
• Optional:
• Acceleration in python: numba, c++/CUDA extensions, cython, PyTorch c++/CUDA extensions, ONNX, TPUs
• ML: hyperparameter search, (approximate) nearest neighbor search, variational autoencoders, weakly supervised methods, serving/deployment, data monitoring (training/eval/serving-skew), TensorflowTransform, Graphical Models, Bayesian Optimization
• CV: image embeddings, GANs, image morphology, optical flow, depth/3D reconstruction
• General: Cloud Technologies, SQL, Apache Beam, Apache Spark, Ray, data visualization
• Education
• B.Sc./M.Sc./Ph.D. in computer science, physics or mathematics with focus on computer vision, machine learning or a related field
• 3+ years of relevant work experience

WHY US?

• Join a highly motivated team with super smart people in a well-funded, early-stage startup
• Take part in an incredible journey and participate in our equity incentive plan 
• Become part of an international team of experienced entrepreneurs and deep-learning experts
• Play a decisive role in shaping a company with a creative working environment and streamlined decision-making
• Enjoy full responsibility for your tasks and your work area
• Come have fun with us, learn from your mistakes and bring good vibes!

Apply for this position

ABOUT US

Founded by experienced tech entrepreneurs and deep-learning scientists with proven track records, we have embarked on a mission to fuel the metaverse by building an AI-driven data pipeline to unlock next-gen Augmented Reality.