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Senior Director – Algorithm/HPC Leader – Bbp
Company | KLA |
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Location | Milpitas, CA, USA |
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Salary | $216900 – $379600 |
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Type | Full-Time |
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Degrees | Master’s, PhD |
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Experience Level | Expert or higher |
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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.