AI Engineer – Object Detection
il y a 7 jours
AI Engineer – Object Detection & Perception (m/w/d) Get AI-powered advice on this job and more exclusive features. Responsibilities Build, adapt, and train neural networks for object detection and perception tasks using time-series data Implement perception algorithms that extract and leverage temporal context across multiple frames Design, implement, and optimize custom loss functions, augmentations, and architectures Collect, prepare, and curate datasets from the real world – not pre-cleaned academic datasets Supervise data annotation by refining labeling guidelines and assuring adherence to them Evaluate and debug models using AP, Precision/Recall, mIoU , and video-based metrics Deploy models into production as part of an integrated multi-sensor system (camera, radar, IR, acoustic, etc.) Profile Strong experience in computer vision and deep learning, with a focus on object detection using one-stage or two-stage models (YOLO, FCOS, DETR, Faster R‑CNN, etc.) Experience with temporal models such as RNNs, ConvLSTMs, or transformer‑based tracking Ability to modify and extend network architectures, not just use them off the shelf Hands‑on experience in dataset collection, labeling, augmentation, and training Proven ability to train object detection models from scratch or adapt them to custom classes and data Familiarity with perception challenges specific to robotics, such as motion blur, lighting variation, occlusion, or limited compute Proficiency in PyTorch, Python, Git, Docker Nice to have Experience with tracking algorithms (DeepSORT, ByteTrack, Kalman Filters) Prior work with non‑visual sensors such as infrared, acoustic, radar, or LiDAR for object detection and fusion Exposure to model optimization and compression (quantization, pruning, distillation) Experience in the domain of UAVs, familiarity with ROS Meta Intrinsic motivation, attention to detail, and strong problem‑solving mindset Creative thinker with a structured and systematic approach Humble and collaborative – prioritizes collective success over individual recognition High ethical standards and disciplined work ethic Extra‑curricular leadership or achievements are a bonus Fluent in English Nationality of a NATO member nation or close ally is required Successful candidates will be required to obtain security clearance Why us? Join us to shape the future of AI‑driven defense We look forward to receiving your detailed application via our online form. About Us We are a defence‑tech start‑up specializing in machine vision solutions. If you have a passion for cutting‑edge innovation, and drive to use your skills to create next generation solutions, this is an opportunity for you What we do: We are developing solutions that enable computers and sensors to collaborate as teams, working together to address emerging security challenges. Our primary mission is to defend against AI‑powered asymmetric threats at scale, such as drone swarms and other UXVs. Who we are: Based in Munich, Berlin and Bordeaux/Toulouse we are rapidly expanding across Europe with plans to open more office hubs soon. We embrace a hybrid work culture – valuing the collaborations that happens in the office, while also empowering our team members to work remotely with responsibility and autonomy. Seniority level Entry level Employment type Full‑time Job function Engineering and Information Technology Industries Software Development #J-18808-Ljbffr
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Deep Learning Engineer
il y a 1 semaine
Toulouse, France autonomous-teaming Temps plein**Your mission**: - Build, adapt, and train neural networks for object detection and perception tasks using time-series data - Implement perception algorithms that extract and leverage temporal context across multiple frames - Design, implement and optimize custom loss functions, augmentations, and architectures - Collect, prepare and curate datasets from...
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Ml Data Engineer
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Toulouse, France autonomous-teaming Temps plein**Your mission**: - Design and maintain scalable pipelines to ingest and organize time-series camera and sensor data (e.g., RGB, IR, acoustic) - Own and improve datasets for object detection and classification tasks - Design and run active learning loops to select high-value samples - Write robust preprocessing pipelines (Python, NumPy, Pandas,...
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il y a 2 semaines
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il y a 7 jours
Toulouse, France Axelera AI Temps pleinAbout Us Axelera AI is not your regular deep-tech startup. We are creating the next-generation AI platform to support anyone who wants to help advancing humanity and improve the world around us. In just four years, we have raised a total of $120 million and have built a world-class team of 220+ employees (including 49+ PhDs with more than 40,000 citations),...
