I have a job interview for a Mechanical design engineer position. One of the requirements is advanced data analysis skills, what sort of data analysis topics should one cover ?#design #interviews #mechanical
Want to see the real deal?
More inside scoop? View in App
More inside scoop? View in App
blind
SUPPORT
FOLLOW US
DOWNLOAD THE APP:
FOLLOWING
Industries
Job Groups
- Software Engineering
- Product Management
- Information Technology
- Data Science & Analytics
- Management Consulting
- Hardware Engineering
- Design
- Sales
- Security
- Investment Banking & Sell Side
- Marketing
- Private Equity & Buy Side
- Corporate Finance
- Supply Chain
- Business Development
- Human Resources
- Operations
- Legal
- Admin
- Customer Service
- Communications
Return to Office
Work From Home
COVID-19
Layoffs
Investments & Money
Work Visa
Housing
Referrals
Job Openings
Startups
Office Life
Mental Health
HR Issues
Blockchain & Crypto
Fitness & Nutrition
Travel
Health Care & Insurance
Tax
Hobbies & Entertainment
Working Parents
Food & Dining
IPO
Side Jobs
Show more
SUPPORT
FOLLOW US
DOWNLOAD THE APP:
comments
Maybe not at a very expert level, just knowing the underlying assumptions on uncertainty propagation (gaussians) and possible extensions using simulations when the underlying probability distribution is not gaussian.
Lean Six Sigma principles and SPC may also help.
This was very helpful
You can be using data in several ways:
- statistical process control / six sigma
- maintenance data
- high value asset monitoring
- creation of hybrid physical and data driven models for assets
- predictive/prescriptive maintenances
- equipment diagnostics
And the list goes on and on.
In my opinion, most effective data scientists are a composition of a traditional domain expert (ie "a mechanic") equipped with heavy data wrangling, statistical modelling, experimentation and inference skills.