? 開(kāi)發(fā)后端管道,處理大量驅(qū)動(dòng)數(shù)據(jù),并為深度神經(jīng)網(wǎng)絡(luò)(DNN)訓(xùn)練生成數(shù)據(jù)集。
? 使用CICD在位于中國(guó)的數(shù)據(jù)中心部署數(shù)據(jù)管道。
? 在大規(guī)模環(huán)境下操作后端管道:監(jiān)控進(jìn)度、修復(fù)漏洞、進(jìn)行重試等。
? 啟用后端遙測(cè)數(shù)據(jù)收集,上傳至數(shù)據(jù)湖,并構(gòu)建分析儀表板。
? 與中國(guó)和美國(guó)自動(dòng)駕駛車(chē)輛組織的其他團(tuán)隊(duì)合作。
資格要求
? 計(jì)算機(jī)科學(xué)或相關(guān)領(lǐng)域的學(xué)士/碩士學(xué)位。
? 在云環(huán)境或本地環(huán)境中構(gòu)建生產(chǎn)級(jí)系統(tǒng)方面具有[3,6]年的相關(guān)工作經(jīng)驗(yàn)。
? 精通Golang或Python中的至少一種編程語(yǔ)言。
? 工程卓越,具備優(yōu)秀的設(shè)計(jì)抽象能力、API穩(wěn)定性、單元測(cè)試、引領(lǐng)最佳實(shí)踐供其他工程師遵循,并編寫(xiě)扎實(shí)的文檔。
? 豐富的數(shù)據(jù)庫(kù)經(jīng)驗(yàn):MySQL、PostgreSQL、數(shù)據(jù)湖。
? 監(jiān)控生產(chǎn)環(huán)境的經(jīng)驗(yàn):指標(biāo)、警報(bào)、儀表板、集成測(cè)試、金絲雀發(fā)布、各種持續(xù)集成(CI)和部署模式、日志聚合、一致的構(gòu)建和部署。
? 具有Spark行業(yè)經(jīng)驗(yàn)者將脫穎而出。
? 具有客戶支持經(jīng)驗(yàn)者優(yōu)先。
? 良好的英語(yǔ)溝通能力。
? 必須為中國(guó)國(guó)籍(以便能夠訪問(wèn)敏感的驅(qū)動(dòng)數(shù)據(jù))。
? Developing backend pipelines processing big drive data and generating datasets for DNN training.
? Performing data pipeline deployment to data centers in CN using CICD
? Operating backend pipelines at a large scale: monitoring progress, fixing bugs, performing retries, etc.
? Enabling backend telemetry collection, upload to a data lake, and building analytical dashboards
? Collaborating with other teams in Autonomous Vehicle organizations in CN and the US.
Qualifications
? BS/MS degree in Computer science or related areas.
? [3,6] years of relevant experience in building production-scale systems, in cloud/on-premises.
? Strong programming skills in one of Golang, Python
? Engineering excellence with good design abstractions, API stability, unit testing, leading best practices for other engineers to follow, and solid documentation.
? Solid DB experience: MySQL, PostgreSQL, data lakes.
? Experience with monitoring production environments: metrics, alarming, dashboards, integration tests, canaries, various CI and deployment patterns, log aggregation, consistent build and deployments
? Industry experience with Spark would be a standout factor
? Experience with customer support is a bonus
? Good English communication skills
? Chinese citizenship is required (to be able to access sensitive drive data)