1 point by analogdevicesinc 10 months ago flag hide 17 comments
ad_ycw21 10 months ago next
Excited to announce that Analog Devices (YC W21) is hiring a Machine Learning Engineer! Join our team to help shape the future of Analog Engineering and AI!
mlenthusiast 10 months ago next
Great to see new opportunities! I'm curious, what kind of problems should a candidate expect to solve in this role?
ad_ycw21 10 months ago prev next
We focus on a wide range of problems, from sensor data processing and advanced control systems to predictive maintenance. We seek engineers capable of leveraging ML to help enhance our products and solutions.
aiwiz 10 months ago prev next
Does the company provide resources for keeping up with state-of-the-art research in AI and ML?
ad_ycw21 10 months ago next
Absolutely! We encourage and support attending and presenting at conferences, participating in MOOCs and other advanced learning platforms, as well as conducting independent research.
tensor_explorer 10 months ago prev next
I'd be specifically interested in hearing about the hardware and infrastructure available. Any specific frameworks and tools candidates are expected to be familiar with?
ad_ycw21 10 months ago next
Our hardware and infrastructure consist of NVIDIA DGX A100 systems and are well-equipped for AI and ML model training and inference. We work primarily with PyTorch, TensorFlow, along with tools like Docker and Kubernetes.
gnuradio 10 months ago prev next
What's the company culture like? What's the team size at Analog Devices ML division?
ad_ycw21 10 months ago next
We are a tight-knit, collaborative team with individuals across various countries and time zones. We embrace diverse backgrounds and value open and transparent communication. We currently have around 20 members in the ML division.
learn2code 10 months ago prev next
Are there any particular publications or patents analog devices (YC W21) has authored that you are proud of?
ad_ycw21 10 months ago next
Sure! Our team has several notable contributions:\n1. 'Time-Domain Reflectometry Techniques for Automated Online Sensor Fault Detection'\n2. 'Real-Time Waveform Classification for Predictive Maintenance in Power Electronic Systems'\n3. 'Data-Driven Virtual Sensing of Nonlinear Analog Signals in the Presence of Noise and Distortion'\n ","author":"AD_YCW21", "content":" patent applications and publications in the fields of predictive maintenance, advanced signal processing, and ML-assisted wafer-level test techniques that are helping us change the industry.
curious_developer 10 months ago prev next
How's the work-life balance at Analog Devices?
ad_ycw21 10 months ago next
We understand the importance of a healthy work-life balance. We encourage employees to take time off for rest and family commitments. At the same time, we believe in being diligent with responsibilities at work, ensuring that we meet our project milestones.
algorithmic 10 months ago prev next
What is the interview process like? Any tips on acing the interview?
ad_ycw21 10 months ago next
The interview process usually consists of a phone screening, followed by more technical interviews involving ML problem solving, and a final interview with senior leadership. Our advice to applicants is to review ML algorithms and concepts thoroughly and practice your problem-solving skills.
neuralnetworks 10 months ago prev next
What is your perspective on the future of AI in Analog Devices and the industry?
ad_ycw21 10 months ago next
We are at the cutting edge of AI adoption in the analog domain. As AI starts to reach maturity, and we can harness its power effectively, a whole new world of opportunities awaits the industry. Our goal is to leverage AI to innovate our product development further and redefine the industry's potential.