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Senior Director – Algorithm/HPC Leader – Bbp

Senior Director – Algorithm/HPC Leader – Bbp

CompanyKLA
LocationMilpitas, CA, USA
Salary$216900 – $379600
TypeFull-Time
DegreesMaster’s, PhD
Experience LevelExpert or higher

Requirements

  • PhD or Master’s degree in Electrical Engineering, Computer Science, or a related field with a focus on signal processing and AI/Deep Learning.
  • Minimum of 12 years of experience in algorithm development, with a strong emphasis on conventional signal processing and AI/Deep Learning.
  • Proven track record of leading and managing large high-performing technical teams.
  • Experience in project management and delivering complex technical projects on time and within budget.
  • Deep understanding of signal processing techniques and AI/Deep Learning algorithms.
  • Proficiency in programming languages such as Python, C++, etc.
  • Strong analytical and problem-solving skills.
  • Excellent communication and interpersonal skills, with the ability to collaborate effectively with stakeholders at all levels.

Responsibilities

  • Lead and mentor a team of algorithm engineers and leaders, fostering a culture of innovation and continuous improvement.
  • Develop and execute strategic plans for the Algorithm group, aligning with the company’s overall objectives.
  • Collaborate with cross-functional teams including software, hardware, and product development to integrate algorithm solutions into products.
  • Oversee the development and optimization of conventional signal processing algorithms.
  • Drive the research and implementation of AI and Deep Learning solutions to enhance product capabilities.
  • Ensure the robustness, scalability, and performance of algorithmic solutions.
  • Manage multiple projects simultaneously, ensuring timely delivery and quality of outcomes.
  • Allocate resources effectively and adjust priorities based on project needs and business goals.
  • Monitor project progress, identify risks, and implement mitigation strategies.
  • Identify and nurture high-potential team members, providing opportunities for growth and development.
  • Connect product and application requirements to algorithm requirements, capabilities and success criteria.
  • Stay abreast of the latest advancements in signal processing, AI, and Deep Learning technologies.
  • Provide technical direction and support to the team, guiding the development of and promoting innovative solutions.
  • Evaluate and integrate new tools, frameworks, and methodologies to improve algorithm development processes.
  • Foster strong relationships with other divisions to ensure alignment and synergy in achieving company-wide goals.
  • Facilitate communication and collaboration between the Algorithm group and other departments, such as marketing, sales, and customer service.
  • Leverage cross-division expertise to enhance the development and implementation of algorithmic solutions.

Preferred Qualifications

  • Experience in the semiconductor industry or related fields.
  • Knowledge of GPU programming and optimization.
  • Experienced with machine learning frameworks such as TensorFlow, PyTorch, and Keras.
  • Experience in development of High-Performance Compute systems to support image capture and signal processing algorithms.