Hivemapper
Staff Software Engineer - Machine Learning
San Francisco, CA · Staff+
Sponsorship not specifiedDetected 1678 days ago
Machine LearningTensorFlowPyTorchSparkComputer VisionStatisticsSensors
About the role
- Hivemapper is a decentralized global mapping data network built by 10s of thousands of people.
- At any given time, many 1000s of dashcams are collecting high-quality sensor data somewhere in the world and performing various computations at the edge, including state of the art computer vision tasks.
- 1000s of other contributors participate as AI Trainers, annotating and confirming the output of ML models.
Responsibilities
- Furthermore, Hivemapper does not pay placement fees for candidates submitted by any agency other than its approved partners.
Requirements
- Hands-on experience with general ML and Data Mining: Clustering, Predictions, Unsupervised Methods, Ensemble Methods, Graph Optimization, etc.
- Hands on experience with 3D reconstruction pipelines ( either monocular or stereo)
- Knowledge of distributed compute systems like Hadoop/Spark
- Experience with a variety of different ML frameworks ( PyTorch, TensorFlow, OpenVINO, ONNX, etc.)
- Demonstrated expertise in building ML solutions, including training and deploying models, as well as integrating them into production software systems
Benefits
- We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
- Hands-on experience with Image Processing and Computer Vision: Object Detection, Classification, Tracking, Localization, 3D Reconstruction, Vector embeddings, etc.
- PhD in Computer Vision or related field
Equal opportunity
- We are an equal opportunity employer and value diversity at our company.
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