Senior Staff, Scientist - Generative AI

Samsung Electronics America; Mountain View (CA); On-site; USD 172,000 - 238,000; Full time

Job summary

An innovative firm is seeking a skilled Applied ML Scientist specializing in Generative AI to join their dynamic team. This role involves developing groundbreaking AI applications for flagship devices, utilizing advanced machine learning techniques to solve impactful business challenges. You will work on high-impact projects and collaborate with diverse teams to ensure that AI solutions meet user needs. This position offers a unique opportunity to contribute to the future of AI technology in a collaborative environment, making a significant impact on billions of devices worldwide.

Qualifications

• 5+ years of industry experience with strong ML fundamentals.
• Hands-on experience with building Deep Learning applications.

Responsibilities

• Develop innovative AI applications for Samsung devices.
• Collaborate with cross-functional teams to meet project requirements.

Skills

Generative AI

Deep Learning

Machine Learning

Python

TensorFlow

PyTorch

Analytical Skills

Problem-Solving

Communication Skills

Education

Masters in AI or Computer Science

PhD in AI or Computer Science

Tools

PyTorch

TensorFlow

Job description

Lab Overview:

Bixby is an intelligent personal assistant which is only available as a built-in application on Samsung flagship devices and wearables. This application uses Natural Language Understanding to perform tasks on these devices using voice/text, including but not limited to making phone calls, sending text messages, setting up meetings, opening apps, setting alarms and timers, getting directions, answering general questions, providing information about restaurants and other businesses, etc.

Position Summary:

We are seeking a highly skilled and motivated Applied ML Scientist with expertise in Generative AI to join our dynamic team. In this role, you will be responsible for developing innovative and practical AI applications for Samsung devices and services. Bixby Lab works on many high-impact projects that serve various Samsung lines of business. We are at the forefront of using sophisticated machine learning techniques and mathematical models to tackle impactful business problems. We continuously innovate and are constantly pushing the envelope. The Applied Machine Learning Data Science team is an outstanding combination of machine learning techniques, algorithms, as well as real-world business solutions that will impact billions of devices in the world. Join us and you will have the opportunity to do groundbreaking applied machine learning work that will craft the industry.

Position Responsibilities:

• Generative AI model finetuning based on specific tasks
• Prompt engineering and finetuning based on use cases
• Understanding the application use cases and implementing the solution using LLM
• Collaborate seamlessly with diverse, cross-functional teams to accurately identify and prioritize requirements, ensuring that the language model meets the needs and expectations of various stakeholders
• Stay updated on and contribute to the latest advancements in AI research, applying new findings to ongoing projects
• Create and maintain comprehensive technical documentation that captures the intricate details of the language model, facilitating seamless understanding, efficient troubleshooting, and future development
• Implement on-device AI solutions for Samsung products and services
• Manage the project lifecycle from research and development to deployment and optimization

Required Skills:

• Masters or PhD in AI or computer science or equivalent combination of education, training, and experience
• 5+ years of industry experience with strong ML fundamentals
• Hands-on experience with building Deep Learning applications
• Proficiency in using ML toolkits, e.g., PyTorch
• Strong experience in on-device AI implementation
• Strong analytical and problem-solving skills
• Strong knowledge of TensorFlow framework and architecture
• Strong software engineering skills in Python to create scalable and robust infrastructure for deep learning data, modeling, and evaluation systems
• Proven ability to train and debug deep learning systems: defining metrics and datasets, performing error analysis and training models in a modern ML framework
• Familiarity with researching current ML literature and math including optimization methods and modeling techniques
• Strong experience in the transition of a prototype into a final product
• Excellent written and verbal communication skills, be comfortable presenting research to large audiences, and have the ability to work hands-on in multi-functional teams

Compensation:

Our total rewards programs are designed to motivate and engage exceptional talent. The base pay range for roles at this level is listed below, but may be higher or lower in other states due to geographic differentials in the labor market. Within the base pay range, individual 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. This is part of our comprehensive compensation package with annual bonus eligibility and generous benefits to help you live life well. Base Pay Range: $172,700 — $237,650 USD

Additional Information:

Disclosure of Trade Secrets: Samsung has a strict policy on trade secrets. In applying to Samsung and progressing through the recruitment process, you must not disclose any trade secrets of a current or previous employer.

Essential Job Functions:

This position will be performed in an office setting. The position will require the incumbent to sit and stand at a desk, communicate in person and by telephone, and frequently operate standard office equipment, such as telephones and computers.

Equal Employment Opportunity:

At Samsung, we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities, inspiring our talent to be their true selves. Together, we are building a better tomorrow for our customers, partners, and communities.

Samsung Research America is committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.

For more information regarding protection from discrimination under Federal law for applicants and employees, please refer to this link: Pay Transparency