Applied Materials, Inc

Algorithm Developer

Applied Materials, Inc$131K — $180K *
Manufacturing & Automotive
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree in relevant engineering or data science field
  • Strong grasp of machine learning and statistical techniques
  • Experience with data extraction, cleaning, and visualization
  • Proficient in Python and related data science tools
  • Effective communicator for global technical collaboration

Responsibilities

  • Develop and evaluate ML/DL algorithms for time-series data from semi equipment
  • Conduct algorithmic feature analysis, including data gathering and implementation constraints
  • Deliver actionable data science solutions to enhance engineering insights
  • Collaborate with software engineers to build integrated data pipelines
  • Optimize algorithm performance and troubleshoot issues
  • Document algorithm development and assist in testing and integration
  • Facilitate technical discussions across multidisciplinary teams

Benefits

  • Relocation assistance available
  • Full-time employment
  • Travel required approximately 10% of the time
  • Participation in bonus and stock award programs
  • Comprehensive benefits package offered
Full Job Description
Key Responsibilities
  • Develop & Evaluate data science modeling (incl. ML/DL) algorithms using complex time-series sensor data collected from Semi Equipment
  • Perform algorithmic C&F for an algorithmic feature, including problem analysis, data gathering, literature review, concept selection and evaluation and implementation constrains
  • Develop executable data science solutions delivering differentiated insights to the engineering team
  • Working with SW engineering team to develop data pipeline / modeling pipeline that can be integrated with the Internal Applied platform
  • Fine tune algorithm performance, troubleshoot and resolve algorithm / modeling pipeline issues
  • Document algorithmic development, take part in planning and accompany implementation, integration and testing of an algorithmic module
  • Conduct technical communication with colleagues from multi-teams under fast-paced environment from C&F to productization


Minimum Qualifications
  • Master's degree in data science and engineering fields (e.g. Physics, Chemical Engineering, Mechanical Engineering, Electrical Engineering, etc.)
  • Good understanding of machine learning, deep learning or other statistical data analysis techniques, such as regression, time series analysis, hypothesis testing, classification, or clustering
  • Experience in data extraction & cleaning, signal processing, and visualization for large datasets
  • Confident programming skill of python with various data science packages, React, SQL and more
  • Able to conduct technical communication with colleagues from globe


Preferred Qualifications
  • PhD degrees with demonstrated achievement with time-series data analysis of machinery tools
  • Understanding of physical systems (e.g. signals processing, sensors, semiconductor process)
  • Experience developing data science methods for manufacturing problems


Additional Information

Time Type:
Full time

Employee Type:
Assignee / Regular

Travel:
Yes, 10% of the Time

Relocation Eligible:
Yes

The salary offered to a selected candidate will be based on multiple factors including location, hire grade, job-related knowledge, skills, experience, and with consideration of internal equity of our current team members. In addition to a comprehensive benefits package, candidates may be eligible for other forms of compensation such as participation in a bonus and a stock award program, as applicable.

For all sales roles, the posted salary range is the Target Total Cash (TTC) range for the role, which is the sum of base salary and target bonus amount at 100% goal achievement.

About Applied Materials, Inc

Applied Materials specialize in materials engineering solutions. They optimize equipment and fab operations through consulting, spare parts, services, and automation software. They also provide supply chain services from transactional spares through programs, rebuilds, and forecasted parts management. Their products and technologies include semiconductors, displays, roll web coating, solar, and automation software.

**Applied Materials, Inc. Careers**

Join the innovative world of Applied Materials, Inc., a leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. Our global team is driving innovation and growth in the industries we serve. This is where your expertise can make a true impact.

Work You’ll Do

At Applied Materials, Inc., you will be part of a company that prides itself on fostering a culture of innovation, diversity, and professional growth. As a member of our team, you will lead groundbreaking projects at the intersection of technology, leadership, and engineering excellence. We offer a variety of job opportunities that allow you to explore your potential and push the boundaries of what's possible.

Innovate and Lead

Join a team where innovation is at the heart of everything we do. You will work alongside the brightest minds in the industry, utilizing your skills to contribute to projects that are not only exciting but also crucial for technological advancements. Our leadership is committed to providing you with the guidance and support needed to achieve your career goals.

Career Growth and Opportunities

Whether you are looking for an internship, a full-time position, or leadership roles, Applied Materials, Inc. provides an array of career paths to help you achieve your professional aspirations. Our commitment to career growth is evident through extensive training programs and opportunities for advancement.

Diversity and Inclusion

At Applied Materials, Inc., we believe that diversity fuels innovation. We are dedicated to building a diverse team that reflects the global communities we serve. Our diversity training programs are designed to enhance collaboration and foster an inclusive environment where all employees can thrive.

Benefits and Culture

Our employees enjoy a range of benefits that support both their professional and personal lives. From health and wellness programs to competitive retirement plans, we ensure that our team is taken care of. The culture at Applied Materials, Inc. is built on collaboration, respect, and a commitment to excellence.

Join Our Team

Explore the job opportunities at Applied Materials, Inc. and find the position that matches your skills and passions. We are continuously hiring and looking for individuals who are curious, creative, and ready to drive innovation in a dynamic industry.

Stay Connected

Keep up to date with the latest company news, career tips, and industry insights by joining our network. Engage with us on professional networking platforms and stay ahead in your career journey.

Apply Now

Ready to take the next step in your career? Submit your resume, prepare for your interview, and join a team that’s dedicated to materializing the technologies of tomorrow. Discover the impact you can make at Applied Materials, Inc. and help us shape the future.

SEARCH APPLIED MATERIALS JOBS

--- This page for Applied Materials, Inc. Careers incorporates all the requested elements, maintaining the "Company Content Style" with a focus on innovation, career growth, and the dynamic team environment.
Learn more about Applied Materials, Inc
Size
27,000 employees
Market Cap
$80.7 billion
Industry
Net Income
$3.8 billion
Founded
1967
5 Year Trend
+11.9%
Revenue
$18.2 billion
NASDAQ

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