$29 - $49 USD hourly
About the role
This role involves developing advanced analytics and machine learning solutions for semiconductor manufacturing equipment within a high-volume fabrication environment.
What you'll do
- Analyze equipment and manufacturing data from semiconductor production tools.
- Develop machine learning models to identify patterns indicating impending equipment failures or process degradation.
- Create predictive maintenance algorithms using historical maintenance records, fault logs, alarms, sensor data, and process metrics.
- Evaluate equipment health indicators and recommend preventative maintenance actions.
- Develop dashboards and visualizations to communicate equipment performance and risk trends.
- Investigate root causes of recurring equipment failures and identify opportunities for proactive intervention.
What you'll need
- Currently pursuing a BS, MS, or PhD in Computer Science, Data Science, Artificial Intelligence, Electrical Engineering, Mechanical Engineering, Industrial Engineering, Computer Engineering, or a related technical discipline.
- Experience with one or more programming languages: Python, R, or MATLAB.
- Knowledge of Machine Learning fundamentals.
- Knowledge of Statistical data analysis.
- Knowledge of Data visualization techniques.
- Knowledge of SQL or database querying.
More semiconductor jobs: Equipment engineering jobs · California jobs
This role has been open 22 days — well below the 54-day median for Semiconductor Equipment Engineering roles.
Semiconductor Equipment Engineering · Manufacturing Equipment
|
Open roles in category
3896
|
Median days open
54 d
|
Category median salary (all employers)
$121k
|
See the full market breakdown ▾Category comparison, and who else is hiring
| Metric | Skyworks | All employers we track in this specialty (3896 roles · 86 employers) |
|---|---|---|
| Open roles in this specialty | 35 | 3896 |
| Open roles in the wider Process, Fab & Equipment family | 153 | 10057 · 117 employers |
| Median days open | 95 d | 54 d (+41 d vs this employer) |
| Median salary (USD postings) | — | $121k |
Who's hiring in this category
- Applied Materials · 679 open roles · median 53 d
- Lam Research · 544 open roles · median 43 d
- KLA Corporation · 311 open roles · median 59 d
- Micron Technology · 248 open roles · median 55 d
- ASML · 192 open roles · median 80 d
- ASM International · 157 open roles · median 88 d
How we counted: 3896 open Semiconductor Equipment Engineering (Manufacturing Equipment) roles from 86 employers tracked in the SemiconductorJobs index, counted 8 Nov 2026. Specialty figures count only roles carrying this exact specialty label, so an employer's related work in neighbouring specialties is not included there — it is counted in the wider Process, Fab & Equipment family row. Figures refresh nightly.