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首席计算机视觉工程师

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查看雇主原标题Principal Computer Vision Engineer

Instacart · Israel - Hybrid (3 days/week in office required)

职位信息来自雇主公开的招聘页面。申请前请务必在雇主官网核实详情。

为什么值得关注?

发现指数 54/100,仅依据与该职位一起存储的证据计算。

54/100 发现指数
  • 新的雇主官方职位
  • 远程职位

分数构成

  • 时效性 (随职位发布时间变化)+18
  • 雇主官方来源+15
  • 远程职位+8
  • 稀有职位+5
  • 公司来源健康度+8

该职位未包含:已披露薪资、提及签证担保、提及搬迁、未出现在监控的职位板上。

这些理由来自雇主自己的职位描述与我们核实过的来源检查结果。除了已存储的信号之外,我们不做任何推测。

职位描述

机器翻译

我们正在变革食品杂货行业

在 Instacart,我们邀请全世界通过食物分享爱,因为我们相信每个人都应该能够获得自己喜爱的食物,并有更多时间一起享用。别人看到的是简单的食品杂货配送需求,我们看到的却是令人兴奋的复杂性和无限机会,来服务我们社区多样化的需求。我们致力于提供一项客户赖以获取食品杂货和家居用品的 essential 服务,同时也为 Instacart Personal Shoppers 提供安全且灵活的赚钱机会。

Instacart 已成为数百万人的生命线,我们正在组建团队,帮助推动我们的购物车向前。如果你准备好做你一生中最好的工作,欢迎加入我们的餐桌。

Instacart 是一个 Flex First 团队

在如何最好地开展工作方面,没有一刀切的方法。我们的员工可以灵活选择在哪里发挥最佳工作状态——无论是在家、办公室,还是你最喜欢的咖啡店——同时通过定期的线下活动保持联系并建立社区。了解更多关于我们灵活工作方式的信息。

概述

在最近被 Instacart 收购的 Arpalus,我们构建 AI 驱动的计算机视觉和 AR 技术,将手机摄像头变成精确的传感工具——实时物体检测、扫描和空间理解,并以移动产品形式交付。我们的技术运行在真实设备、真实环境中,并处于混乱的现实世界条件下。

我们是一个小而快速的团队,正在寻找一位已经以这种方式工作的 Principal Computer Vision Engineer。

你将加入我们的核心 AI 团队,帮助打造一流的感知系统,为我们的实时零售分析提供支持。你将解决计算机视觉中真正困难的问题,弥合前沿研究与高度优化的生产流水线之间的差距。你将亲自动手,设计将经典计算机视觉技术与现代深度学习无缝融合的解决方案。

在这个职位中,你将与我们的移动和后端团队紧密合作,交付独特的能力。作为 Principal Computer Vision Engineer,你将帮助塑造 AI 团队的技术战略,影响我们的训练和推理代码库的方向,并大规模交付高质量、可观测的算法。

我们重视清晰沟通、务实解决问题和主人翁精神。如果你在一个快节奏、不断变化的环境中如鱼得水,能够撸起袖子动手、做出深思熟虑的权衡,并看到你的工作实时推动关键指标,你会在这里感到宾至如归。

关于该职位

• 架构与负责:推动我们核心计算机视觉流水线的演进,将算法从最初的研究和训练推进到高度优化的生产部署。

• 融合经典与 AI:在深度学习架构之外,设计并实现稳健的经典计算机视觉算法,以解决复杂的空间、对齐和跟踪挑战。

• 模型开发:训练、评估并微调用于物体检测、分类和高级分割的最先进深度学习模型。

• 面向生产优化:使用 Python 和 C++ 构建并优化高性能推理流水线,利用 TensorRT 和 CUDA 等优化工具确保低延迟执行。

• 技术领导力:推动整个 AI 栈的技术卓越,评估新架构,标准化我们的训练方法,并在准确性、速度和计算约束之间做出务实的权衡。

• 端到端交付:负责我们感知引擎的技术设计、清晰架构、实现、可观测性和迭代改进。

任职要求

• 6+ 年计算机视觉、机器学习或相关领域的行业经验。

• 在经典计算机视觉技术方面拥有深厚专业知识,包括对光流、多视图几何、特征匹配和单应性估计(例如使用 OpenCV)的扎实实践知识。

• 对现代深度学习架构有扎实的基础理解,特别是用于物体检测、图像分类和语义/实例分割的架构。

• 具备 Python 的生产级编程技能。

• 拥有丰富的 PyTorch 实操经验,并构建过可扩展的模型训练和评估流水线。

• 有在资源受限或实时环境中优化复杂算法以进行部署的可靠业绩记录。

• 熟悉最先进的分割框架和零样本/基础模型(例如 SAM、Mask2Former、Grounding DINO)。

• 有与移动团队合作,将计算机视觉模型集成到原生 SDK(iOS/Android)中的经验。

• 有将计算机视觉算法转化为 Apple 框架和 iOS 的经验。

• 具备零售科技或基于 AR 的扫描应用背景。

以上内容由机器翻译自动生成,可能存在错误;投递前请以雇主原文为准。

查看雇主原文

职位描述

We're transforming the grocery industry

At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it together. Where others see a simple need for grocery delivery, we see exciting complexity and endless opportunity to serve the varied needs of our community. We work to deliver an essential service that customers rely on to get their groceries and household goods, while also offering safe and flexible earnings opportunities to Instacart Personal Shoppers.

Instacart has become a lifeline for millions of people, and we’re building the team to help push our shopping cart forward. If you’re ready to do the best work of your life, come join our table.

Instacart is a Flex First team

There’s no one-size fits all approach to how we do our best work. Our employees have the flexibility to choose where they do their best work—whether it’s from home, an office, or your favorite coffee shop—while staying connected and building community through regular in-person events. Learn more about our flexible approach to where we work.

Overview

At Arpalus, recently acquired by Instacart, we build AI-powered computer vision and AR technology that turns a phone camera into a precise sensing tool - real-time object detection, scanning, and spatial understanding shipped as a mobile product. Our tech runs on real devices, in real environments, under messy real-world conditions.

We're a small, fast-moving team and we're looking for a Principal Computer Vision Engineer who already works that way too.

You'll join our core AI team and help craft best-in-class perception systems thatpower our real-time retail analytics. You'll solve genuinely hard problems in computer vision, bridging the gap between cutting-edge research and highly optimized production pipelines. You'll work hands-on, architecting solutions that seamlessly blend classic computer vision techniques with modern deep learning.

In this role, you'll partner closely with our mobile and backend teams to deliver unique capabilities. As a Principal Computer Vision Engineer, you'll help shape the technical strategy for the AI group, influence direction across our training and inference codebases, and ship high-quality, observable algorithms at scale.

We value clear communication, practical problem solving, and ownership. If you thrive in a fast-paced, evolving environment where you can roll up your sleeves, make thoughtful tradeoffs, and see your work move key metrics in real time, you'll feel right at home here.

About the Job

• Architect and Own: Drive the evolution of our core computer vision pipelines, taking algorithms from initial research and training through to highly optimized production deployment.

• Blend Classic & AI: Design and implement robust classic computer vision algorithms alongside deep learning architectures to solve complex spatial, alignment, and tracking challenges.

• Model Development: Train, evaluate, and fine-tune state-of-the-art deep learning models for object detection, classification, and advanced segmentation.

• Optimize for Production: Build and optimize high-performance inference pipelines in Python and C++, leveraging optimization tools like TensorRT and CUDA to ensure low-latency execution.

• Technical Leadership: Drive technical excellence across the AI stack, evaluating new architectures, standardizing our training methodologies, and making pragmatic tradeoffs between accuracy, speed, and compute constraints.

• Deliver End-to-End: Handle technical design, clean architecture, implementation, observability, and iterative improvements of our perception engine.

任职要求

• 6+ years of industry experience in computer vision, machine learning, or a related field.

• Deep expertise in classic computer vision techniques, including strong practical knowledge of optical flow, multi-view geometry, feature matching, and homography estimation (e.g., using OpenCV).

• Strong foundational understanding of modern deep learning architectures, specifically for object detection, image classification, and semantic/instance segmentation.

• Production-level programming skills in Python.

• Extensive hands-on experience with PyTorch and building scalable model training andevaluation pipelines.

• Proven track record of optimizing complex algorithms for deployment in resource-constrained or real-time environments.

• Familiarity with state-of-the-art segmentation frameworks and zero-shot/foundation models (e.g., SAM, Mask2Former, Grounding DINO).

• Experience working alongside mobile teams to integrate computer vision models into native SDKs (iOS/Android).

• Experience translating computer vision algorithms into Apple frameworks and iOS.

• Background in retail tech or AR-based scanning applications.

Instacart 的更多职位

公司主页
官方来源最新
San Francisco- Hybrid混合办公全职未披露薪资
英文原文

We're transforming the grocery industry At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it…

未出现在监控的职位板上
首次发现于9小时前
已核实1小时前
官方来源最新
Canada - Remote (ON, AB, BC, or NS Only)远程全职未披露薪资
英文原文

We're transforming the grocery industry At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it…

未出现在监控的职位板上
首次发现于21小时前
已核实1小时前
官方来源最新
Canada - Remote (ON, AB, BC, or NS Only)远程全职未披露薪资
英文原文

We're transforming the grocery industry At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it…

未出现在监控的职位板上
首次发现于21小时前
已核实1小时前
官方来源最新
United States - Remote远程全职未披露薪资
英文原文

We're transforming the grocery industry At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it…

未出现在监控的职位板上
首次发现于21小时前
已核实1小时前

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