Senior Engineer, Data Scientist - Samsung Semiconductor
San Jose, CA
About the Job
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.
The Customer Quality & Reliability (Q&R) team is accountable to identify any major product quality and reliability issues as early as possible and help resolve them as swiftly as possible. You will be part of an incubation team within this organization working on in-field telemetry intended to transform the Customer Quality Experience for Samsung memory products. Fault Management is the future of quality to minimize system downtime within AI/ML hardware deployments and workloads of the future. We analyze trends and patterns from enormous memory fleet telemetry to bucketize failures and perform virtual root-cause analysis. Telemetry analysis helps us design solutions to proactively avoid system downtime. We conduct research and develop both in-house and collaboratively in the industry with the opportunity to publish our findings through whitepapers and conferences. We are looking for innovative and passionate thinkers who can work in a start-up environment and are excited to shape the future of data centers around the world. Join us in our mission!
What You'll Do
- Performs complicated statistical and data -mining analysis, using statistical tools like Python, SQL, R and design of data acquisition systems, data structure and database design.
- Interfaces with internal customers for requirements analysis and special requests and schedules; derives insights and works with business units to determine actions and KPI for those actions
- Develop difficult analytical models, algorithms and automated processes, applying ML or data science techniques, to cleanse, integrate and evaluate large datasets.
- Build live reports to support large scale data visualization using Tableau, Power Bi etc.
- Interacts with product and service teams to identify questions and issues for data analysis and experiments; Supports the timely development of products for monitoring and evaluating quality and reliability of memory products.
- Communicates insights and findings from analysis and experiments to product, service and business management.
- Stay up to date on latest industry trends in the hardware fault management space. Read technical papers, blogs, conference talks as well as publish whitepapers in conferences.
- Drive alignment with multiple stakeholders/teams within US and Korea.
- Drive communication and interaction with external customers regarding project goals and solution.
Location: Working onsite at our San Jose, CA headquarters.
Job ID: 42322
What You Bring
- Bachelors with 5+ years of relevant industry experience, or Masters with 3+ years or PhD in Computer Science, Electrical Engineering or related technical field preferred.
- 2 to 4 years of Experience in application of ML (Machine Learning) in support of product quality analysis.
- Expertise in data mining, ML codebases, ML task development or automation, modeling, forecasting using statistics, analyzing trends and patterns, GUI design and deployment.
- Preferred experience within Semiconductor industry, knowledge of computer architecture fundamentals.
- Ability to collaborate with cross functional teams and have excellent communications skills.
- Innovative and creative, you proactively explore new ideas and adapt quickly to change.
- Have key achievements as a data science professional and initiatives that have transformed business.
- 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.
#RR-1
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 Café 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.
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.
Recruiting Agency Policy
We do not accept unsolicited resumes. Only authorized recruitment agencies that have a current and valid agreement with Samsung Semiconductor, Inc. are permitted to submit resumes for any job openings.
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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