Remote Machine learning engineer for large scale ML project
**Promising drone-delivery startup is hiring a Dataset and Machine Learning Manager to work remotely. OneSec is working on a groundbreaking GPT-scale machine learning project to make autonomous delivery drones. In this job, you will build the Datasets and Neural Networks that fly our autonomous delivery drones. These drones will then deliver millions of meals and other packages in the real world.**\n\n##About OneSecondDelivery\nWe are creating a food delivery app that uses autonomous drones to deliver the food. We deliver everything 5 times faster and 100 times cheaper, thanks to small autonomous delivery-robots. The company was founded in 2017 by a leading expert on drone legislation and a successful e-commerce entrepreneur. The Swiss Federal Institute of Technology’s Vice Presidency of Innovation has recognized the large potential of this project and has supported us with the XGrant Prize and other resources.\n\nYou can check out our website OneSec.com for more info\n\n##Job Description\nOneSec is building one of the largest machine learning projects in the drone industry.\nWith our own photorealistic flight simulator, and a fleet of prototype drones, we are building one of the largest depth perception datasets in the world, with 60 million training samples. As well as an unsupervised pre-training pipeline with 400 million training samples. We are building a large computer cluster of NVIDIA and Tenstorrent chips to scale up our machine learning project to this scale. \n\n####Your job has 3 components:\n* Neural network training and optimization\n* Dataset management and generation\n* Supporting our hardware team in building up our exaflop-scale machine learning cluster\n\n####Here are some of the Neural Networks you will be building:\n\n-Delivery surface finder:\nA neural net that picks the optimal delivery surface within a balcony or backyard of a customer.\nUsually this will be a table or chair or a section of the floor that has enough clearance.\n\n-OneSec Fruxel Depthmap:\nThis is a convolutional neural network that takes camera images and generates a 3D representation of the space around the drone. Our pathplanner then uses this depthmap to plan a collision free path for the drone. This neural network represents the core of our autopilot system. \n\n-Delivery Clearance Model:\nThis model checks the camera images to see if the scene is safe to approach. We don't fly into a balcony if there's a human or dog in it. And when we approach a restaurant to pickup a package, we make sure the scene is clear of humans, pets etc.\n\n###Requirements\n* The most important thing is that you are excited about this project, and like the mission of our company.\n* Knowledgeable about machine learning and neural networks. Both practical and theoretical.\n* Experience with computer vision and convolutional networks\n* Experience with PyTorch and TensorFlow\n* Good computer skills, and general tech savvy: you will do many tasks like setting up recording devices to record datasets, creating small python programs for dataset labelling and management, post processing large image datasets etc.\n\n###Benefits:\n* Take part in a huge success story\n* Flexible work schedule\n* Competitive cash compensation\n* Equity compensation (become a partner in the company) \n\nPlease mention the words **AUTHOR EXCHANGE MARKET** when applying to show you read the job post completely (#RMTguOTcuOS4xNzM=). This is a feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.\n\n \n\n#Salary and compensation\n
$30,000 — $100,000/year\n
\n\n#Benefits\n
💰 Equity compensation\n\n
\n\n#Location\nEastern Europe, Latin America, South Asia, Middle East/Africa
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This job post is closed and the position is probably filled. Please do not apply. Work for OneSecondDelivery and want to re-open this job? Use the edit link in the email when you posted the job!
Game developer (Unity) for drone delivery startup\n\n**Project description**\nWe are creating a food delivery app that uses autonomous drones to deliver the food. Our drone is 10 times more energy efficient, and 25 times more quiet than any other delivery drone. It is also very versatile and can fly autonomously through complex environments. We achieve this by training our autopilot in a simulator. Your job is to build that simulator.\n\n**Job Description**\nOur delivery drone is very versatile and can fly autonomously through complex environments. We achieve this by training our autopilot in a simulator. Your job is to build that simulator.\n\nThe first part of your job will be to develop a city environment with realistic graphics. Then you will add a realistic model of our drone, with physical flight behaviour that is close to the real flight behaviour.\n\nBecause our machine learning algorithm needs a lot of variety, the simulator needs to be able to generate an infinity of different city environments. A lot of this is already done, we have a random terrain generator, a random building generator and many other features. The dynamics of the “gameplay” need to have a lot of variety as well. In each virtual delivery, the drone weight, the wind, the weight of the package etc. have to be a bit different.\nYou will spend a lot of time creating these algorithms that are able to generate a big variety of situations.\n\n\n**Application deadline is ending soon, please apply now if you are interested**\n \n\n# Requirements\n-You should be excited about the project, and our company.\n\n-You know how to develop Unity games, and you can show multiple projects you did in the past.\n\n-You are proficient at C#\n\n-You are good at software development in general. There will be some tasks that go beyond simple game development, like creating an efficient way for our autonomous flight software to fly around the game, and optimizing the computational speed.\n\n-Optional: It would be a plus if you also have some experience with android/ios apps. As you might be able to help with that part of our business in the future.\n\n-Optional: if you know some basics about machine learning it would be a plus as well.\n \n\nPlease mention the words **ABSENT SYSTEM PATIENT** when applying to show you read the job post completely (#RMTguOTcuOS4xNzM=). This is a feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.\n\n \n\n#Salary and compensation\n
No salary data published by company so we estimated salary based on similar jobs related to Game Developer, Developer and Digital Nomad jobs that are similar:\n\n
$60,000 — $130,000/year\n
\n\n#Location\nSouth Asia(India, Philippines, Pakistan etc), Eastern Europe, Latin America
# How do you apply?\n\nThis job post has been closed by the poster, which means they probably have enough applicants now. Please do not apply.
This job post is closed and the position is probably filled. Please do not apply. Work for OneSecondDelivery and want to re-open this job? Use the edit link in the email when you posted the job!
**Promising drone-delivery startup is hiring a 3D game developer to work remotely. We need a game developer to develop a simulator in which we can train our virtual drones to fly around and deliver small packages. This drone will then deliver millions of meals and other packages in the real world.**\n\nWe are creating a food delivery app that uses autonomous drones to deliver the food. Our drone is 10 times more energy efficient, and 25 times more quiet than any other delivery drone. It is also very versatile and can fly autonomously through complex environments. We achieve this by training our autopilot in a simulator. Your job is to build that simulator.\n\nThe first part of your job will be to develop a city environment with realistic graphics. Then you will add a realistic model of our drone, with physical flight behaviour that is close to the real flight behaviour.\n\n# Responsibilities\n
Because our machine learning algorithm needs a lot of variety, the simulator needs to be able to generate an infinity of different city environments. A lot of this is already done, we have a random terrain generator, a random building generator and many other features. The dynamics of the "gameplay" need to have a lot of variety as well. In each virtual delivery, the drone weight, the wind, the weight of the package etc. have to be a bit different. You will spend a lot of time creating these algorithms that are able to generate a big variety of situations. \n\n# Requirements\n* The most important thing is that you are excited about this project, and like the mission of our company.\n\n* You know how to develop Unity games, and you can show multiple projects you did in the past.\n\n* You are proficient at C#\n\n* You are good at software development in general. There will be some tasks that go beyond simple game development, like creating an efficient way for our autonomous flight software to fly around the game, and optimizing the computational speed \n\nPlease mention the words **GINGER VERSION ADDICT** when applying to show you read the job post completely (#RMTguOTcuOS4xNzM=). This is a feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.\n\n \n\n#Salary and compensation\n
No salary data published by company so we estimated salary based on similar jobs related to C, C Plus Plus, VFX, Game Developer, Developer and Digital Nomad jobs that are similar:\n\n
$70,000 — $122,500/year\n
\n\n#Location\nWorldwide
# How do you apply?\n\nThis job post has been closed by the poster, which means they probably have enough applicants now. Please do not apply.
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