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博世 · 智能駕駛與控制系統(tǒng)

自動(dòng)駕駛多模態(tài)感知算法專家_XC

薪資面議  /  經(jīng)驗(yàn)不限  /  蘇州

2024-11-29 更新

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職位屬性

  • 招聘類型:社招
  • 工作性質(zhì):全職
  • 工作職能:Engineering

職位描述

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負(fù)責(zé)自動(dòng)駕駛真值系統(tǒng)的感知軟件系統(tǒng)設(shè)計(jì)與研發(fā),。

Responsible for ADAS ground truth system perception software system design and development.

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負(fù)責(zé)自動(dòng)駕駛真值系統(tǒng)的自動(dòng)標(biāo)注算法 (包括,融合,,檢測(cè),,分割等)的訓(xùn)練,部署與開(kāi)發(fā),。

Responsible for ADAS ground truth system multi-sensor fusion detection and segmentation algorithm design and development.

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負(fù)責(zé)自動(dòng)駕駛真值系統(tǒng)的跟蹤算法的訓(xùn)練,,部署與開(kāi)發(fā)。

Responsible for ADAS ground truth system multi-sensor fusion tracking algorithm training, deployment and development.

?

負(fù)責(zé)自動(dòng)駕駛真值系統(tǒng)云端數(shù)據(jù)管道與處理流程的開(kāi)發(fā),。

Responsible for ADAS ground truth system process cloud pipeline system design and development.

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協(xié)助自動(dòng)駕駛真值系統(tǒng)的車載傳感器硬件方案制定與采集系統(tǒng)集成,。

Support for ADAS ground truth system data acquisition system integration.

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與其他團(tuán)隊(duì)配合,分析和挖掘極端情況,、表征原因,、內(nèi)在規(guī)律等,例如自動(dòng)駕駛功能潛在風(fēng)險(xiǎn)與事故的數(shù)據(jù)分析與規(guī)律等

Cooperate with other teams to analyze corner cases, characterization causes, and internal laws of the automatic driving function, such as the data analysis and laws of the potential risks and accidents of the automatic driving function, etc.

任職條件

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數(shù)學(xué),、機(jī)器學(xué)習(xí)、計(jì)算機(jī),,機(jī)器人等相關(guān)專業(yè),,并且在計(jì)算機(jī)視覺(jué)/激光雷達(dá)感知等領(lǐng)域有3年以上工作經(jīng)驗(yàn)。

Minimum of a Master Degree in Mathematics, Machine Learning, computer, robotics and other related majors, and equivalent with 3+ years experiences of deep/machine learning or computer vision.

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熟練掌握編程技能且有實(shí)踐經(jīng)驗(yàn),,例如C, C++, Python

Proficiency and practical experiences in programming, e.g. C, C++, Python

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熟練掌握深度學(xué)習(xí)編程框架,, 例如 pytorch ,tensorflow, Caffe等

Proficiency and practical experiences in deep learning development frameworks, such as pytorch, tensorflow, caffe.

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熟練掌握融合跟蹤算法的預(yù)處理,,運(yùn)動(dòng)模型,,距離量測(cè),,匹配規(guī)則, 生命周期等

Proficiency and practical experiences in multi-sensor fusion tracking algorithm, such as pre-processing, motion model, association, matching strategies and lifecycle management.

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在感知結(jié)果數(shù)據(jù)挖掘,感知算法遷移與設(shè)計(jì)有一定經(jīng)驗(yàn)

Experience in perception data mining, algorithms design and implementation.

?

思維活躍,,學(xué)習(xí)能力強(qiáng),,善于探索未知領(lǐng)域

Active thinking, strong learning ability, good at exploring unknown areas

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具有自主和高效的工作方式的強(qiáng)大的團(tuán)隊(duì)成員

Strong team player with autonomous and efficient working style

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具有出色的溝通技巧,流暢的英語(yǔ)表述(口頭和書(shū)面)

Excellent communication skills, fluent in English (oral and written)

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具有創(chuàng)新,,問(wèn)題解決的熱情 & 創(chuàng)業(yè)性心態(tài)

Passion for innovation, problem solving & entrepreneurial mindset

以下均為加分項(xiàng):

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熟悉devops工具使用,,例如git, docker, airflow, k8s 等

Familiarity with the basic operation of devops, eg, git, docker, airflow, k8s.

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曾在領(lǐng)域內(nèi)的頂級(jí)會(huì)議發(fā)表論文 (例如:ICRA,IROS),;

Published and presented at top conferences in related field, eg. ICRA, IROS

?

有出色的感知算法產(chǎn)品及落地經(jīng)驗(yàn)

Excellent experience in perception algorithm products and implementation

職位要求

  • 學(xué)歷要求:無(wú)
  • 工作經(jīng)驗(yàn):經(jīng)驗(yàn)不限
  • 外語(yǔ)要求:不需要