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職場數(shù)據(jù)點評 讓職場人少走彎路
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ai算法

software engineer

【崗位職責】
1、負責大語言模型、多模態(tài)模型或垂直領(lǐng)域模型的算法設(shè)計與優(yōu)化;
2、探索前沿技術(shù)(如模型壓縮、稀疏化訓練、強化學習等),解決實際算法問題;
3、優(yōu)化模型在分布式系統(tǒng)中的訓練與推理性能,驗證算法迭代效果,推動模型線上化部署;
4、洞察學術(shù)界與工業(yè)界AI評估趨勢,運用業(yè)界先進的評估指標及方法論,推動評估體系迭代并落地到產(chǎn)品流程。

【崗位要求】
1、計算機科學、人工智能、機器學習、統(tǒng)計學、應(yīng)用數(shù)學等相關(guān)專業(yè);
2、精通至少一門編程語言,如Python/C++ /Java /Rust等;
3、有vLLM/Megatron等大模型推理/訓練框架實踐經(jīng)驗者優(yōu)先。
更新于 2025-11-12
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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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工資待遇區(qū)別

崗位名稱
平均工資
較上年
¥29.4K
--
說明:ai算法和software engineer哪個工資高?ai算法高于software engineer。ai算法平均工資¥29.4K/月,2026年工資¥K,software engineer平均工資¥27.0K/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
7.0K
+77%
說明:ai算法和software engineer哪個就業(yè)前景好?ai算法2025年招聘職位量 7.0K,較2024年增長了 77%。software engineer2025年招聘職位量 162,較2024年下降了 16%。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 57.8%
碩士 29.8%
不限學歷 4.9%
博士 4.1%
大專 2.7%
中專 0.55%
高中 0.03%
本科 86.0%
碩士 9.3%
不限學歷 4.7%
說明:ai算法和software engineer的區(qū)別? ai算法需要什么學歷?本科占57.8%,碩士占29.8%,不限學歷占4.9%,博士占4.1%,大專占2.7%,中專占0.55%,高中占0.03%。 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%。

經(jīng)驗要求區(qū)別

3-5年 30.8%
不限經(jīng)驗 24.8%
5-10年 23.8%
1-3年 16.3%
應(yīng)屆畢業(yè)生 4.3%
3-5年 43.0%
不限經(jīng)驗 23.3%
5-10年 18.6%
1-3年 14.0%
應(yīng)屆畢業(yè)生 1.2%
說明:ai算法和software engineer的區(qū)別? ai算法經(jīng)驗要求哪個最多?3-5年占30.8%,不限經(jīng)驗占24.8%,5-10年占23.8%,1-3年占16.3%,應(yīng)屆畢業(yè)生占4.3%。 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(yīng)屆畢業(yè)生占1.2%。

software engineer與其他崗位進行PK