Deep Learning Innovation Modeling Intern

Position Summary

Position Summary
Samsung Ads is an advanced advertising technology company in rapid growth that focuses on enabling brands to connect with Samsung TV audiences as they are exposed to digital media by using the industrys most comprehensive data to build the worlds smartest advertising platform. Being part of an international company such as Samsung and doing business around the world means that we get to work on big complex projects with stakeholders and teams located around the globe.

We are proud to have built a world-class organization grounded in an entrepreneurial and collaborative spirit. Working at Samsung Ads offers one of the best environments in the industry to learn just how fast you can grow how much you can achieve and how good you can be. We thrive on problem-solving breaking new ground and enjoying every part of the journey.

Machine learning lies in the core of the advertising industry. This is no exception to Samsung Ads. At Samsung Ads the Platform Intelligence (PI) team is actively exploring the latest deep learning and generative AI techniques to improve our existing systems and products and create new revenue streams. Our mission is to represent Samsungs leadership in large-scale machine learning products by collaborating with the best and brightest and creating a collaborative environment between industry and academia. As a deep learning intern you will have access to unique Samsung proprietary data to develop and deploy a wide spectrum of large-scale machine learning products with real-world impact. You will prototype implement and launch cutting-edge modeling techniques -- including transformer architectures large-scale sequence models and high-throughput training pipelines -- to power the next wave of ads relevance ranking and conversion optimization. You will work closely with and be supported by a talented engineering team and top-notch researchers to work on exciting machine learning projects and state-of-the-art technologies. You will be welcomed by a unique learning culture and creative work atmosphere. Publications and patents are expected as outputs of an internship.

Location: Mountain View CA

Role and Responsibilities

Responsibilities

Explore cutting-edge machine learning technologies for our products

Design and develop deep learning algorithms and models for real-world products

Explore and incubate next-generation ML model structures for all performance ads solutions

Closely work with the machine learning engineering team to deploy new models to generate real-world impact

Create quick prototypes and proof-of-concepts for future product features

Design experiments perform evaluations and apply enhancements to our products

Publish research results in top venues and file patents

Experience Requirements:

PhD students in Computer Science or relevant fields

Solid theoretical background in machine learning and/or data mining

Hands-on experience with machine and deep learning algorithms and models

Thorough understanding of state-of-the-art LLM/Diffusion models

Proficiency in data structures algorithms and machine learning libraries (e.g. TensorFlow Keras etc.)

Strong programming skills with Python

Good communication and interpersonal skills

Publications in relevant top venues (e.g. KDD NIPS ICML ICLR AAAI IJCAI ICDM ACL etc.)

Skills and Qualifications

Preferred Experience Requirements:

Basic knowledge about big data tools and data pipelines

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