Algorithm Developer

4 months ago

Bengaluru, India Applied Materials Full time

Senior Algorithm Developer – Deep Learning

Description:

Applied Materials SW & AI Group leads the development of image processing systems, which are integrated in a wide range of products. Image processing systems capture the images from high-speed scanning systems and perform complex image processing algorithms to detect defects on memories and processors chips. These distributed systems consist of many computers and multiprocessors and the processing is done in parallel to speed up the calculations.

We are seeking an individual contributor to join our team as a Senior Algorithm Developer with expertise in deep learning. This role involves active research, code development, and close collaboration with various interfaces.

Responsibilities:

Document algorithmic development, take part in planning and accompany implementation, integration and testing of an algorithmic module.

Collaborate with cross functional teams to integrate algorithm into production systems.

Explore and evaluate different deep learning architectures and algorithms to enhance the accuracy and efficiency of the existing algorithms.

Mentor Junior developers and provide technical guidance.

 Job requirements:

6 -10 years of experience with Masters/Ph.d in Electronics/Computer Science with focus in Image Processing/Deep Learning Algorithms.

Solid Mathematical foundation and understanding of probability, statistical analysis, image processing and machine learning principles.

Strong fundamentals & practical experience in Python programming & deep learning frameworks such as PyTorch.

Proficiency in image processing techniques and libraries (Ex; Numpy, OpenCV, Scikit, pandas etc.).

Familiarity with optimization techniques for memory and throughput in deep learning algorithms

Knowledge of cloud platforms and tools for large scale data processing and model training.

Understanding of feature development cycle, from requirements to testing, integration and delivery


Desired Skills:

Strong Mathematical Foundation

Practical experience of deploying deep learning models.

Algorithm Development

Good Optimization skills

Business Expertise

Has knowledge of best practices and how own area integrated with others, and is aware of the competition and the factors that differentiate them in the market.

Impact

Impacts a range of customer, operational, project or service activities within own team and other related teams; works within broad guidelines and policies.

Applied Materials is committed to diversity in its workforce including Equal Employment Opportunity for Minorities, Females, Protected Veterans and Individuals with Disabilities.

Qualifications

Education:

High School Diploma/GED

Skills:

Certifications:

Languages:

Years of Experience:

7 - 10 Years

Work Experience:

Additional Information

Time Type:

Full time

Employee Type:

Assignee / Regular

Travel:

Yes, 10% of the Time

Relocation Eligible:

Yes

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