Samsung Semiconductor Inc (US)
Senior Staff Engineer, AI HW/SW Codesign
Job Description
Please Note:
To provide the best candidate experience with our high application volumes, we limit applications to a total of 10 over 6 months.
Advancing the World’s Technology Together
Our technology solutions power the tools you use every day-including smartphones, electric vehicles, hyperscale data centers, IoT devices, and so much more. Here, you’ll have an opportunity to be part of a global leader whose innovative designs are pushing the boundaries of what’s possible and powering the future.
We believe innovation and growth are driven by an inclusive culture and a diverse workforce. We’re dedicated to empowering people to be their true selves. Together, we’re building a better tomorrow for our employees, customers, partners, and communities.
What You’ll Do
The AGI (Artificial General Intelligence) Computing Lab is dedicated to solving the complex system-level challenges posed by the growing demands of future AI/ML workloads. Our team is committed to designing and developing scalable platforms that can effectively handle the computational and memory requirements of these workloads while minimizing energy consumption and maximizing performance. To achieve this goal, we collaborate closely with both hardware and software engineers to identify and address the unique challenges posed by AI/ML workloads and to explore new computing abstractions that can provide a better balance between the hardware and software components of our systems. Additionally, we continuously conduct research and development in emerging technologies and trends across memory, computing, interconnect, and AI/ML, ensuring that our platforms are always equipped to handle the most demanding workloads of the future. By working together as a dedicated and passionate team, we aim to revolutionize the way AI/ML applications are deployed and executed, ultimately contributing to the advancement of AGI in an affordable and sustainable manner. Join us in our passion to shape the future of computing!
Location: Hybrid, working onsite at our office 3 days per week with the flexibility to work remotely the remainder of your time
Reports to: SVP
- Track ML trends and identify emerging technologies that can be leveraged to improve the performance and efficiency of deep learning applications.
- Analyze workloads to identify bottlenecks and opportunities for optimization in both hardware and software components.
- Suggest new hardware innovation ideas that address identified bottlenecks and opportunities for optimization.
- Work closely with hardware architects and software engineers to develop and refine hardware and software solutions that implement the suggested innovation ideas.
- Collaborate with cross-functional teams to define and deliver ML hardware and software features and improvements.
- Troubleshoot and debug hardware and software issues, and provide technical support to customers.
- Stay up-to-date with the latest trends and advancements in the field of ML hardware and software.
What You Bring
- BS in Computer/Electrical Engineering or Computer Science with 15+ years of working experiences in silicon development or MS in Computer/Electrical Engineering or Computer Science with 13+ years of relevant working experience or PhD and 10+ years of relevant working experience preferred.
- Strong knowledge of ML workload, ML software infrastructure, compiler, and hardware.
- Experience with deep learning frameworks such as PyTorch, Tensorflow, or JAX.
- Familiarity with hardware architectures such as CPUs, GPUs, TPUs, and NPUs.
- Strong analytical and problem-solving skills
- Excellent communication and interpersonal skills
- Ability to work independently and as part of a team
- You’re inclusive, adapting your style to the situation and diverse global norms of our people.
- An avid learner, you approach challenges with curiosity and resilience, seeking data to help build understanding.
- You’re collaborative, building relationships, humbly offering support and openly welcoming approaches.
- Innovative and creative, you proactively explore new ideas and adapt quickly to change.
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Equal Opportunity Employment Policy
Samsung Semiconductor takes pride in being an equal opportunity workplace dedicated to fostering an environment where all individuals feel valued and empowered to excel, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status.
When selecting team members, we prioritize talent and qualities such as humility, kindness, and dedication. We extend comprehensive accommodations throughout our recruiting processes for candidates with disabilities, long-term conditions, neurodivergent individuals, or those requiring pregnancy-related support. All candidates scheduled for an interview will receive guidance on requesting accommodations.
Covid-19 Policy
To help keep our employees, customers, and communities safe, we’ve developed guidelines for our teams. Currently, we encourage vaccination for all employees and may require it depending on job functions (e.g., traveling for business, meeting with customers). While visiting our offices or attending team events, we ask employees to complete a daily health questionnaire and complete a weekly COVID test. Our COVID policies are subject to change depending on public health, regulatory and business circumstances.
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https://semiconductor.samsung.com/us/careers/privacy
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