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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 公司 工資 專業(yè)

machine learning engineer

software engineer

Seeking talents passionate about ACGN culture.
Fully remote position open - Welcome to apply!

Responsibilities:
- Design, develop test ML models, covering Generative Model Language Model areas.
- Handle data processing work fML model training, including data cleaning, data preprocessing feature engineering.
- Manage the model training process: choose appropriate training methods, set parameters, continuously optimize models to achieve the best predictive performance.
- Work with MLOps engineers to realize the productization of ML models, continuously monitevaluate model performance.

Requirements:
- Have a full-time bachelor’s degree higher, in majors like Computer Science Communications; possess solid fundamental knowledge in computer science.
- Be proficient in PyTorch, TensorFlow other ML frameworks.
- Be proficient in Python programming.
- Be familiar with database management SQL; able to use data processing tools (such as Pandas) fdata cleaning preprocessing.
- Be familiar with key technologies processes flarge language models (LLMs) multimodal large models, such as model fine-tuning alignment.
- Be familiar with large model application development platforms tools like LangChain Dify.
- Have strong logical/probabilistic thinking skills; good at analyzing, summarizing, describing, communicating solving problems.
- Have a strong sense of responsibility team spirit; good at communication collaboration.
更新于 2026-03-24
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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
說明:machine learning engineer和software engineer哪個工資高?machine learning engineer高于software engineer。machine learning engineer平均工資¥27.9K/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
說明:machine learning engineer和software engineer哪個就業(yè)前景好?machine learning engineer2025年招聘職位量 13,與2024年持平。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 65.4%
碩士 34.6%
本科 86.0%
碩士 9.3%
不限學歷 4.7%
說明:machine learning engineer和software engineer的區(qū)別? machine learning engineer需要什么學歷?本科占65.4%,碩士占34.6%。 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

5-10年 34.6%
不限經(jīng)驗 26.9%
3-5年 19.2%
應屆畢業(yè)生 15.4%
1-3年 3.8%
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%
說明:machine learning engineer和software engineer的區(qū)別? machine learning engineer經(jīng)驗要求哪個最多?5-10年占34.6%,不限經(jīng)驗占26.9%,3-5年占19.2%,應屆畢業(yè)生占15.4%,1-3年占3.8%。 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%。

machine learning engineer與其他崗位進行PK

software engineer與其他崗位進行PK