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職場數(shù)據(jù)點評 讓職場人少走彎路
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工作 |
工作 公司 工資 專業(yè)

software engineer

data engineer

Position Summary
Be responsible fdesigning verifying embedded software fcontrol modules of BorgWarner PowerDrive System products, including all wheel drive system control units electric vehicle propulsion system control units. Work with the ECU development stakeholder team follow BorgWarner Software Development Process.
Key Accountabilities
? Designing implementing control software fPowerDrive system products, using both model-based software design traditional development method
? Developing application control software based on existing hardware basic software platform
? Unit testing using MIL/SIL method
? Software integration HIL testing
? Software architecture design verification
? software design documents requirement documents
? Software work estimation
? Support application/calibration work from control software perspective
Qualifications & Requirements
? Bachelor’s Degree in Engineering required, Master’s degree preferred
? Minimum of 3 years’ experience in Electronic Control Unit hardware software development (required)
? Experience in AUTOSAR software development configuration (preferred)
? Solid knowledge of C programming language (required)
? Familiar with Matlab/Simulink/Stateflow auto-coding (required), experience with Targetlink preferred
? Familiar with coding/modeling guidelines such as MISRA MAAB(required)
? Familiar with 32bit/16bit microcontroller from Infineon NXP(Freescale) (preferred)
? Experience with BLDC PMSM control preferred
? Good English skills (required)
? Familiar with CMMI Automotive SPICE(preferred)
? Experience on vehicle dynamics control development & simulation (preferred)
? Experience with VectCAN tools, CANalyzer/CANape etc. (preferred)
? Experience of script languages such as Python/Perl (preferred)
? Good driving skills preferred.
Key Competencies
? Functional skills
? Problem solving
? Drive fresult
? Communication
Reward
We offer you a rewarding challenging job with lots of opportunities fpersonal growth career development in a professional, entrepreneurial, no-nonsense very agile environment. We strive to be an Employer of Choice ensure that our employees are nurtured given the opportunity to develop their talents. Terms conditions as well as fringe benefits salary are in line with market standards.
Safety
This position will adhere to Global Star Safety Program, including safety rules, practices training as outlined in the BorgWarner Beijing Safety Policy Manual, which includes the use of equipment, protective devices, clothing that the employer requires. This individual will work in manners that stress the importance of preventing accidents illnesses. He/she must take every precaution reasonable in the given circumstance fthe protection of themselves co-workers. In addition, he/she is responsible freporting all injuries and/possible dangerous situations, incidents, occurrences to the immediate supervisor.
Equal Employer Opportunity Statement
It is our policy to recruit, hire, train, promote individuals who are qualified fany position by reason of education, training, experience, personal characteristics, without regard to age, race, colour, religion, sex, nationaligin, sexualientation, disability, veteran, marital status, height, weight, any other legally protected.
更新于 2026-04-12
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Amazon Global Selling has been helping individuals businesses increase sales reach new customers around the globe. Today, more than 50% of Amazons total unit sales come from third-party selection. The Global Selling team in China is responsible frecruiting local businesses to sell on Amazon’s 19+ overseas marketplaces supporting local Sellers’ success growth on the Amazon. Our vision is to be the first choice fall types of Chinese business to go globally.
The Amazon Global Selling Analytics, Intelligence, Technology (AGS-AIT) team serves as the research, automation, insight arm of the International Seller Service data hub, enabling rapid delivery of growth insights through strategic investments in regional data foundations, self-service business intelligence solutions, artificial intelligence tools.
The AGS-AIT team is positioned to establish AI-ready foundational capabilities across the AGSganization while maintaining excellence in business insight generation, self-service BI/AI application development.

AGS-AIT is looking fa Data Engineer to collaborate with cross-functional teams to design develop data infrastructure analytics capabilities fAGS AI Automation initiatives.

Key job responsibilities
? Design implement end-to-end data pipelines (ETL) to ensure efficient data collection, cleansing, transformation, storage, supporting both real-time offline analytics needs.
? Develop automated data monitoring tools interactive dashboards to enhance business teams’ insights core metrics (e.g., user behavior, AI model performance).
? Collaborate with cross-functional teams (e.g., Product, Operations, Tech) to align data logic, integrate multi-source data (e.g., user behavior, transaction logs, AI outputs), build a unified data layer.
? Establish data standardization governance policies to ensure consistency, accuracy, compliance.
? Provide structured data inputs fAI model training inference (e.g., LLM applications, recommendation systems), optimizing feature engineering workflows.

Basic qualifications

1+ years of data engineering experience
Experience with data modeling, warehousing building ETL pipelines
Experience with one more query language (e.g., SQL, PL/SQL, DDL, MDX, HiveQL, SparkSQL, Scala)
Experience with one more scripting language (e.g., Python, KornShell)

Preferred qualifications

Experience with big data technologies such as: Hadoop, Hive, Spark, EMR
Experience with any ETL tool like, Informatica, ODI, SSIS, BODI, Datastage, etc.
Experience with AWS technologies like Redshift, S3, AWS Glue, EMR, Kinesis, FireHose, Lambda, IAM roles permissions
更新于 2026-01-26
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工資待遇區(qū)別

崗位名稱
平均工資
較上年
¥25.8K
--
說明:software engineer和data engineer哪個工資高?software engineer高于data engineer。software engineer平均工資¥27.0K/月,2026年工資¥K,data engineer平均工資¥25.8K/月,2026年工資¥K,統(tǒng)計依賴于各大平臺發(fā)布的公開數(shù)據(jù),系統(tǒng)穩(wěn)定性會影響客觀性,僅供參考。

就業(yè)前景區(qū)別(歷年招聘趨勢)

崗位名稱
2025年職位量
較2024年
說明:software engineer和data engineer哪個就業(yè)前景好?software engineer2025年招聘職位量 162,較2024年下降了 16%。data engineer2025年招聘職位量 126,較2024年增長了 14%。統(tǒng)計依賴于各大平臺發(fā)布的公開數(shù)據(jù),系統(tǒng)穩(wěn)定性會影響客觀性,僅供參考。

學歷要求區(qū)別

本科 86.0%
碩士 9.3%
不限學歷 4.7%
本科 89.1%
碩士 7.3%
不限學歷 3.6%
說明:software engineer和data engineer的區(qū)別? software engineer需要什么學歷?本科占86.0%,碩士占9.3%,不限學歷占4.7%。 data engineer需要什么學歷?本科占89.1%,碩士占7.3%,不限學歷占3.6%。

經(jīng)驗要求區(qū)別

3-5年 43.0%
不限經(jīng)驗 23.3%
5-10年 18.6%
1-3年 14.0%
應屆畢業(yè)生 1.2%
5-10年 34.5%
3-5年 29.1%
不限經(jīng)驗 20.0%
1-3年 14.5%
應屆畢業(yè)生 1.8%
說明:software engineer和data engineer的區(qū)別? software engineer經(jīng)驗要求哪個最多?3-5年占43.0%,不限經(jīng)驗占23.3%,5-10年占18.6%,1-3年占14.0%,應屆畢業(yè)生占1.2%。 data engineer經(jīng)驗要求哪個最多?5-10年占34.5%,3-5年占29.1%,不限經(jīng)驗占20.0%,1-3年占14.5%,應屆畢業(yè)生占1.8%。

software engineer與其他崗位進行PK

data engineer與其他崗位進行PK