Jabil

AI prediction data mining engineer

Remote China
PyTorch Spark Deep Learning Python Java TensorFlow Hadoop R Machine Learning
Description
At Jabil we strive to make ANYTHING POSSIBLE and EVERYTHING BETTER. We are proud to be a trusted partner for the world's top brands, offering comprehensive engineering, manufacturing, and supply chain solutions. With over 50 years of experience across industries and a vast network of over 100 sites worldwide, Jabil combines global reach with local expertise to deliver both scalable and customized solutions. Our commitment extends beyond business success as we strive to build sustainable processes that minimize environmental impact and foster vibrant and diverse communities around the globe.

 

JOB SUMMARY

The Principal Engineer is an expert in a particular field of engineering or within a particular sector. This role is experienced with leading design teams through full product development and into production. A Principal Engineer will be expected to demonstrate a level of expertise in a particular area that matches or exceeds the expertise of our customers. In addition, this role consults on system architectures, assesses technical requirements and competencies needed during quoting, and oversees design progressions during product developments.

ESSENTIAL DUTIES AND RESPONSIBILITIES

·         Meets the requirements of a Lead Engineer in respect to expertise
·         Represents Jabil Engineering Services in technical customer discussions / meetings.
·         Works with Project Managers in the quoting process.
·         Provides technical input to help identify and solve project risks that may affect overall project plans and schedules.
·         Is expected to support the development and utilization of processes for design.
·         Mentors all engineering staff.
·         Stays abreast of the latest technology and techniques to provide designs that are competitive and cost effective.
·         Raises perception of Jabil’s acumen in the industry by authoring or presenting papers, articles, etc.
·         Associated with applicable industry trade groups/organizations, maintaining active membership and participation.
·         Works with Site Directors to define potential R&D project proposals that will help increase areas of competencies needed.
·         Leads the development and implementation of platform and product architectures in collaboration with senior technical staff.
·         Guides and oversee the development of system component requirements, interfaces, and specifications necessary to maintain the consistency and integrity of the architectures.
·         Manages product design and documentation at a system level.
·         Performs independent research and engineering studies.
·         Leads remote development teams.
·         Effectively consults on multiple projects in parallel.
·         Defines objectives of DOE, CPK analysis, Gage R&R studies, and other tools for group projects.
·         Develops IP Patents, Technical Publications or White Papers
·         May perform other duties and responsibilities as assigned.


JOB QUALIFICATIONS
KNOWLEDGE REQUIREMENTS


LANGUAGE SKILLS
Ability to read, analyze, and interpret general business periodicals, professional journals, technical procedures, or governmental regulations. Ability to write reports, business correspondence, and procedure manuals. Ability to effectively present information and respond to questions from groups of managers, clients, customers, and the general public.


MATHEMATICAL SKILLS
Ability to work with mathematical concepts such as probability and statistics, and fundamentals of plane and solid geometry and trigonometry. Ability to apply concepts such as fractions, percentages, ratios, and proportions to practical situations.


REASONING ABILITY
Ability to define problems, collect data, establish facts, and draw valid conclusions. Ability to interpret an extensive variety of technical instructions in mathematical or diagram form and deal with several abstract and concrete variables. Ability to develop mathematical models of physical reality and solve them, then implement the results.

EDUCATION & EXPERIENCE REQUIREMENTS

·         Masters degree in Engineering from an accredited four-year college or university
·         Minimum of 12+ years of related experience and/or training
·         Minimum of 2 years experience as a Lead Engineer
·         Specific requirements as defined by the market sector
·         Or an equivalent combination of education, training or experience

AI prediction data mining engineer (Data mining)

Job Responsibilities:
1. Understand industrial scenarios such as order forecasting, material demand forecasting, predictive maintenance of equipment, and equipment parameter trend prediction.
2. Collaborate closely with various business departments including R&D, production, quality, procurement, planning, and logistics to deeply mine and analyze business data.
3. Analyze and clean industrial data, using statistical and machine learning methods to build mathematical models and solve practical problems.
4. Integrate business and algorithms, responsible for the development and implementation of algorithm model projects.

Job Requirements:
1. Bachelor's degree or above in mathematics, statistics, computer science, or related fields, with more than 3 years of experience in data mining.
2. Solid foundation in statistics, machine learning, and deep learning; proficient in using statistical, machine learning, and deep learning methods to solve business problems.
3. Proficient in at least one advanced programming language such as Python, Java, or C++, and familiar with common algorithm frameworks like scikit-learn, Pytorch, Tensorflow, and Java ML.
4. Proficient in big data frameworks and related tools, such as Spark, Hadoop, and their ecosystem tools.
5. Proficient in complex database applications.
6. Good communication and self-motivation skills, strong data-driven thinking ability, and ability to work under pressure.

工作职责:
1. 理解工业场景,如订单预测、物料需求预测、设备预测性维护、设备参数趋势预测等。
2. 与研发、生产、品质、采购、计划、物流等各业务部门密切合作,深入挖掘和分析业务数据。
3. 分析和清洗工业数据,运用统计学和机器学习方法构建数学模型,解决实际问题。
4. 实现业务与算法的融合,负责算法模型项目的开发和落地。

岗位要求:
1. 本科及以上学历,数学、统计、计算机等相关专业,3年以上数据挖掘工作经验。
2. 具备扎实的统计学、机器学习和深度学习基础;能够熟练使用统计学、机器学习和深度学习方法解决业务问题。
3. 熟练掌握至少一种高级编程语言,如Python、Java或C++,熟悉常用算法框架如scikit-learn、Pytorch、Tensorflow和Java ML,熟悉copilot等AI工具。
4. 熟练掌握大数据框架和相关工具,如Spark、Hadoop及其生态工具。
5. 熟练掌握复杂的数据库应用。
6. 具备良好的沟通和自我驱动力,对业务有良好的数据化思维能力,抗压能力强。

 

BE AWARE OF FRAUD: When applying for a job at Jabil you will be contacted via correspondence through our official job portal with a jabil.com e-mail address; direct phone call from a member of the Jabil team; or direct e-mail with a jabil.com e-mail address. Jabil does not request payments for interviews or at any other point during the hiring process. Jabil will not ask for your personal identifying information such as a social security number, birth certificate, financial institution, driver’s license number or passport information over the phone or via e-mail. If you believe you are a victim of identity theft, contact your local police department. Any scam job listings should be reported to whatever website it was posted in.

Jabil, including its subsidiaries, is an equal opportunity employer and considers qualified applicants for employment without regard to race, color, religion, national origin, sex, sexual orientation, gender identity, age, disability, genetic information, veteran status, or any other characteristic protected by law.

 

Accessibility Accommodation  

If you are a qualified individual with a disability, you have the right to request a reasonable accommodation if you are unable or limited in your ability to use or access Jabil.com/Careers site as a result of your disability. You can request a reasonable accommodation by sending an e-mail to Always_Accessible@Jabil.com with the nature of your request and contact information. Please do not direct any other general employment related questions to this e-mail. Please note that only those inquiries concerning a request for reasonable accommodation will be responded to.

 

#whereyoubelong

 

 

 

Jabil
Jabil
Electronics Hardware Manufacturing

0 applies

3 views

Similar Jobs

Staff Engineer, Data & AI, GFT

Vancouver, British Columbia Canada

There are more than 50,000 engineering jobs:

Subscribe to membership and unlock all jobs

Engineering Jobs

60,000+ jobs from 4,500+ well-funded companies

Updated Daily

New jobs are added every day as companies post them

Refined Search

Use filters like skill, location, etc to narrow results

Become a member

🥳🥳🥳 452 happy customers and counting...

Overall, over 80% of customers chose to renew their subscriptions after the initial sign-up.

To try it out

For active job seekers

For those who are passive looking

Cancel anytime

Frequently Asked Questions

  • We prioritize job seekers as our customers, unlike bigger job sites, by charging a small fee to provide them with curated access to the best companies and up-to-date jobs. This focus allows us to deliver a more personalized and effective job search experience.
  • We've got about 70,000 jobs from 5,000 vetted companies. No fake or sleazy jobs here!
  • We aggregate jobs from 5,000+ companies' career pages, so you can be sure that you're getting the most up-to-date and relevant jobs.
  • We're the only job board *for* software engineers, *by* software engineers… in case you needed a reminder! We add thousands of new jobs daily and offer powerful search filters just for you. 🛠️
  • Every single hour! We add 2,000-3,000 new jobs daily, so you'll always have fresh opportunities. 🚀
  • Typically, job searches take 3-6 months. EchoJobs helps you spend more time applying and less time hunting. 🎯
  • Check daily! We're always updating with new jobs. Set up job alerts for even quicker access. 📅

What Fellow Engineers Say

Sid avatar
Sid
Very nice portal for searching jobs in this rough market.
Mar 6, 2025
Michael Duran avatar
Michael Duran
Software Engineer
I've been using this job search site for a while now, and it’s honestly one of the best out there! The clean and easy-to-navigate UI makes the whole job-hunting process so much smoother. Plus, the job postings are always up-to-date, so I never feel like I’m wasting time. The cherry on top is the owner—super kind and always quick to respond. Definitely recommend checking it out if you're on the job hunt!
Aug 21, 2024
Sai avatar
Sai
It’s really great website for finding jobs based on skills it’s really helpful give a go
Aug 21, 2024
Adinadh avatar
Adinadh
What I like most about Echo Jobs is how easy it is to use. The platform helps me quickly find jobs that match my skills and interests, thanks to its great recommendations and filters. Yes, I would definitely recommend Echo Jobs to a friend. It makes job searching simple and efficient, making it a great tool for anyone looking for a new job.
Jul 23, 2024
As a student navigating the job market, I've found LinkedIn increasingly frustrating due to numerous fake postings by consultancies. In contrast, this job posting website has been a game-changer for me. It offers genuine opportunities and a straightforward application process, making it much easier to find and apply for real jobs. Highly recommend it to fellow students seeking reliable job listings!
Jul 16, 2024
Cliff Gor avatar
Echo Jobs has been exceptional in my job hunt where it provides one platform to job hunt and I don't have to open 10 websites just to look for a job. It has also helped me focus much on the job skill and the location filtering out the onsite jobs and remote ones. The only feature that I would request is to display fully remote jobs that are not restricted to a country since the one available shows ie, Remote, US yet. But if it could show remote only, that would be helpful not only to me but to other people applying for full remote and not tied to only US candidates
Apr 22, 2024
I found EchoJobs in 2022, and I love it. It has a lot of remote jobs. It's exclusive to software and technology jobs (helpful for devs like me). What I like the most are its filters and its API. If you're a tech professional seeking remote work, I highly recommend giving it a try to EchoJobs.
Mar 4, 2024
Would definitely recommend it! Excellent product, dedicated founder, Jobs are easier to find. Congrats 🎉 to the entire team!
Mar 3, 2024
Brandon Banks avatar
Brandon Banks
Echo Jobs is really impressive. It provides a great user experience with an ability to quickly search through the many job postings. There is an impressive amount of jobs here and it is quickly updated. The details in the each job posting is helpful when determining if it is worth pursuing. I would highly recommend using Echo Jobs to find the next step in your career.
Mar 2, 2024
Tyler Young avatar
Tyler Young
tylerayoung.com
Best wishes with EchoJobs—it's become my favorite job board overnight!
Dec 16, 2023
Simply put, it's the most up to date tech jobs aggregator I’ve found. I'm like... "I don't have to check 10+ jobs boards daily just to see if there's a new job listing? sign me up!" The filters are also quite helpful! The UI is very clean and straightforward. Love it!
Oct 5, 2023