Senior Engineer, AI Software Engineering
Company: Samsung Electronics GmbH
Location: San Diego
Posted on: April 16, 2024
Job Description:
Senior Engineer, AI Software Engineering Job Title Senior
Engineer, AI Software Engineering Job Location SSI San Diego 9868
Scranton Category Engineering - Software Job Type Full-time Job #
42041 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
DoSamsung SoC R&D Lab in San Diego is seeking talented, highly
motivated individuals to join our team conducting deployment of NN
models on Samsung Exynos SoC in mobile and automotive. In this
team, you will work with team members to enhance the ability of
Samsung mobile and automotive products and platforms.Location:
Hybrid, working onsite at our San Diego, CA office 3 days a week,
with the flexibility to work remotely the remainder of your
time.Job ID: 42041
- Deploy NN models, especially transformer-based models to
Samsung Exynos SoC (NPU, GPU, DSP and CPU) and perform
optimizations.
- Implement new features and optimize the existing ones in
compiler.
- Participate in the design, implementation, integration, and
verification, and contribute to the architectural design.
- Prepare presentations, technical reports and patent
applications.What You Bring
- Bachelors with 5+ years of relevant industry experience, or
Masters with 3+ years or PhD with 0 years in Electrical
Engineering, Computer Science or related field preferred.
- Strong software development skills in C/C++, Python, PyTorch,
TensorFlow.
- Hands-on experience with neural network (experience with
transformer-based models such as BERT, GPT, LLaMA, or LLaVA is a
plus) deployment NPU, GPU, DSP or CPU.
- Knowledge of compiler architecture, front-end and middle-end
optimizations, scheduling, register/memory allocation, back-end
code generation with good understanding of ISA and IR.
- Understanding and experience in ML and DL algorithms as well as
LLMs.
- Model quantization, compression, and optimization for better
performance, latency, and memory footprint.
- A strong team player, self-motivated and positive attitude with
excellent communication skills.
- Masters' degree or higher in Computer Science, Computer
Engineering, Electrical Engineering or Data Science with minimum
three years of industrial experience.
- MLIR, IREE, LLVM experience is big plus.
- 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.#LI-MS1 What We Offer The pay range below
is for all roles at this level across all US locations and
functions. Individual pay rates depend on a number of
factors-including the role's function and location, as well as the
individual's knowledge, skills, experience, education, and
training. We also offer incentive opportunities that reward
employees based on individual and company performance. -This is in
addition to our diverse package of benefits centered around the
wellbeing of our employees and their loved ones. In addition to the
usual Medical/Dental/Vision/401k, our inclusive rewards plan
empowers our people to care for their whole selves. An investment
in your future is an investment in ours. Give Back With a
charitable giving match and frequent opportunities to get involved,
we take an active role in supporting the community. Enjoy Time Away
You'll start with 4+ weeks of paid time off a year, plus holidays
and sick leave, to rest and recharge. Care for Family Whatever
family means to you, we want to support you along the way-including
a stipend for fertility care or adoption, medical travel support,
and an errand service. Prioritize Emotional Wellness With on-demand
apps and paid therapy sessions, you'll have support no matter where
you are. Stay Fit Eating well and being active are important parts
of a healthy life. Our onsite Caf-- and gym, plus virtual classes,
make it easier. Embrace Flexibility Benefits are best when you have
the space to use them. That's why we facilitate a flexible
environment so you can find the right balance for you. Base Pay
Range $116,000 - $174,000 USD Equal Opportunity Employment Policy
Samsung Semiconductor is proud to be an equal opportunity workplace
and affirmative action employer. We're committed to fostering an
inclusive environment where everyone feels welcomed and empowered
to do their best work. We hire the best talent for our teams,
regardless of race, religion, color, age, disability, sex, gender
identity, sexual orientation, ancestry, genetic information,
marital status, national origin, political affiliation, or veteran
status. Our focus is on hiring teammates with humble expertise,
kindness, dedication, and a willingness to embrace challenges and
learn together every day. 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. - Applicant Privacy Policy
https://semiconductor.samsung.com/us/careers/privacy
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Keywords: Samsung Electronics GmbH, Tustin , Senior Engineer, AI Software Engineering, IT / Software / Systems , San Diego, California
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