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Intel

Software Development Engineer

Intel is hiring a Software Development Engineer. Level rates it ; you can apply on Intel.

Level's read on this job

  • Level rates this software engineer role Works on AI ●●●○: the daily work is on AI products, without building the model.
  • The posting mentions PyTorch, TensorFlow and scikit-learn among its tools and skills.
  • Level classes it as a mid-level role.
  • Intel has 842 other open roles on Level.

AI in this role

Develop machine learning models and data analytics tools to solve manufacturing yield and process engineering problems.

PyTorchTensorFlowscikit-learnPythonRpandasNumpyHadoopSparkSQL
machine-learningdata-analyticspredictive-modelingstatistical-analysis
Job Details:

Job Description:

This role is an exciting opportunity to apply AI/Bigdata technology to translate manufacturing data into meaningful insights to help solve factory yield/process engineering problems. In this position, you are expected to deliver data analytics tools/algorithms/methodologies for engineers in different areas in Manufacturing

Qualifications:

• Candidates need to hold at least a Master degree in Statistics, Machine learning, Computer Science or relevant disciplines. • Experience using data analysis techniques like predictive modelling, pattern recognition/machine learning algorithms, clustering, dimensionality reduction, anomaly detection, time series analysis etc.. • Must have at least one data programming language/scripting experience (e.g. Python, R, JMP, etc.) and familiar with most commonly used packages, numpy/pandas/Scikit-learn/Tensorflow/Pytorch etc. • Must be a team worker with excellent communication, presentation, and time management skills. • Excellent technical problem solving and analysis skills, ability to quickly digest complex problems • Experience with SQL, Hadoop, Spark is a plus • Experience in semiconductor industry is a plus • Demonstrated experience and ability to deliver results on multiple projects in a fast-paced, agile environment • Excellent problem-solving and interpersonal communication skills

Job Type:

College Grad

Shift:

Shift 1 (China)

Primary Location:

PRC, Chengdu

Additional Locations:

Malaysia, Kulim

Posting Statement:

All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

Position of Trust

N/A

Work Model for this Role

This role will require an on-site presence. * Job posting details (such as work model, location or time type) are subject to change.

*

ADDITIONAL INFORMATION: Intel is committed to Responsible Business Alliance (RBA) compliance and ethical hiring practices. We do not charge any fees during our hiring process. Candidates should never be required to pay recruitment fees, medical examination fees, or any other charges as a condition of employment. If you are asked to pay any fees during our hiring process, please report this immediately to your recruiter.

How we rate this

Software Development Engineer at Intel rates 75 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

Machine learningData AnalyticsPredictive ModelingStatistical AnalysisPyTorchTensorFlowscikit-learnPython

Also common in software engineer jobs at this level

Pay

Typical software engineer job
$167k

This posting doesn't list pay. Use the typical software engineer figure when pay comes up. See software engineer jobs

Questions you could be asked

  1. Tell me about a project where machine learning was part of your work. What did you do?
  2. Tell me about a project where data analytics was part of your work. What did you do?
  3. Tell me about a project where predictive modeling was part of your work. What did you do?
  4. Tell me about a project where statistical analysis was part of your work. What did you do?
  5. Walk me through how you've used PyTorch in your day-to-day work.

Adapt your resume

  • List these exact terms on your resume: Machine learning, Data Analytics, Predictive Modeling, Statistical Analysis, and PyTorch. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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