דרושים Research Scientist ב-United States, Michigan, Ann Arbor

Below is what you will be doing to drive improvements to our parts forecasting processes:

• Become a subject matter expert on our customer demand data environment:

• Understand the complexities and context around customer spare parts demand, situational factors such as customer contract entitlements, demand priority, product type, etc.

• Understand the associations of various parts and the respective products they belong to, which facilitates a mapping of where every unit in operation

• Identify problematic data records and anomalies that need to be resolved with data systems teams

• Build customer demand rate models to identify any variability across the fleet

• Identify any statically meaningful demand rate variation across customers, product types, customer entitlements, etc (and any combination thereof)

• Build bottoms up part forecasts across the fleet as a function of these customer demand rate models

• Work with demand frequency and volatility segmentation techniques to establish risk profiles for parts with unpredictable pattern

• Collaborate with other data scientists to input all the above data elements into various machine learning models designed to predict and optimize our customer experience

Preferred Qualifications:

• Manufacturing, Supply Chain, or related industry experience

Minimum Qualifications

• Bachelor’s degree with +5 years’ work experience, OR Master’s degree with +3 years’ work experience

• Educational background in Data Science, Data Analytics, IT or related field

• Strong data wrangling skills to extract and craft complex data into a usable format

• Strong skills with SQL, Python and/or R

• Experience with statistical / regression / ML modeling

• Ability to quickly learn new/differentlanguages/technologies/etc

• Communicate technical information to management and non-technical business partners

• Ability to collaborate closely with team members and cross functional domain experts to share knowledge and interconnect solutions

or at +1-408-352-2808

Research and test new optical technologies for wafer inspection implementations.

Conceive new concepts based on solid physics understanding of light and material interaction and imaging theory.

Validate concepts through modeling, simulations and experiments.

Design and build optical imaging test benches for technology feasibility study.

Design and conduct experiments, collect and analyze data, draw clear conclusions from multivariable data sets.

Qualifications:

We seek candidates with a PhD in Physics, Material Science, Electrical Engineering or related fields.

Experienced user of Matlab, familiar with Zemax.

Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years.PhD in Physics, Material Science, Electrical Engineering or related fields.

. Please ensure that you have searched

• Bachelor's degree or equivalent practical experience.
  
• 2 years of experience in advertising, sales, marketing, consulting, or media.
  
• Ability to travel 20% of the time.
  

• Experience strategically assessing and achieving client success via sales techniques, including effective questioning, objection handling, and promoting.
  
• Experience working with channel sales, advertisers, agencies, or clients.
  
• Expertise in launching and managing paid digital advertising campaigns, particularly in Google Ads and other digital marketing platforms.
  
• Ability to manage and prioritize a portfolio in an advertising or media sales context and achieve goals to drive growth.
  
• Ability to build compelling narratives and utilize storytelling as a client engagement strategy.

• Bachelor's degree or equivalent practical experience.
  
• 4 years of experience in product management, marketing, management consulting, or project management in technology.
  
• Experience working with Product Management or Engineering teams, executive leadership, and cross-functional stakeholders.
  
• Experience developing business strategies or managing cross-functional initiatives.
  

• Experience partnering with clients on technical products (e.g., pitching solutions, consulting, project management, implementation, demonstrating products, or technical sales).
• Experience managing complex projects with stakeholders across multiple functions.
• Strategic thinking and problem solving skills with demonstrated ability to lead complex operational and strategic initiatives.
• Exceptional ability to structure a compelling storyline and build presentation decks/documents to support their position.
• Excellent communication skills.

Responsibilities in this role include:

• Using CFD and Thermal modeling to guide next-gen inspection and metrology tool development
• Using simulations based on multiple physical models and building correlations with experimental data
• Preparation of detailed modeling plans, schedules and summary reports, communication with collaborators and team members to maintain alignment
• Coordination and performing root cause analysis to solve problems

• Degree's or equivalent experience in Applied Physics/Engineering
• Hands-on experience using modeling to solve sophisticated engineering problems.
• Responsible working demeanor and should be a great teammate.
• Ability to work with multi-functional internal teams, both oral and written, division management, as well as external customers.
• Excellent written and verbal communication, and ability to break down problems for planning and execution.

Minimum Qualifications

Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years.

or at +1-408-352-2808