Applied Researcher – LLMs at eBay

Amsterdam, North Holland, Netherlands

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Ecommerce, TechnologyIndustries

Requirements

Master's degree or PhD in Computer Science, Engineering, Mathematics, or a related field
Proven experience in machine learning, with a strong emphasis on NLP and LLMs (experience with instruction tuning and alignment is a major plus)
Proficiency in programming languages such as Python and C++ and frameworks like PyTorch, TensorFlow, or similar
Solid understanding of machine learning algorithms, model architecture, training techniques, and building performant inference pipelines (experience with model inference optimization techniques and libraries is a plus)
Experience with data preprocessing, feature engineering, model evaluation metrics, and large scale data processing frameworks like SPARK
Excellent analytical and problem-solving skills and the ability to work in a fast-paced, dynamic environment
Strong communication and collaboration skills, with the ability to explain complex technical concepts to non-technical collaborators, come up with creative solutions, and help with tracking and delivering within the release plan
Publication record in top AI conferences/journals is a big plus

Responsibilities

Design, develop, and deploy advanced machine learning algorithms, with a focus on NLP/LLM
Work closely with cross-functional teams to integrate machine learning solutions into our products and platforms
Conduct research on the latest technologies and methodologies in NLP and LLMs to drive innovation within the team
Collaborate with data engineers and scientists to preprocess, clean, and structure large datasets for model training and evaluation
Implement best practices in model development, validation, testing, and deployment to ensure high-quality and scalable solutions
Stay abreast of industry trends and advancements in AI, machine learning, and NLP to continuously improve our capabilities

Skills

NLP

LLMs

Deep Learning

Instruction Tuning

Model Alignment

Scalable Deployment

Cloud Computing

Large-scale Optimization

eBay

Global online marketplace for buying and selling

About eBay

eBay is an online marketplace where individuals and businesses can buy and sell a wide range of products, including electronics, fashion, and collectibles. Users can list items for auction or use the 'Buy It Now' option for immediate purchases. eBay stands out from competitors with its vast selection, user-friendly interface, and strong buyer and seller protections, including free shipping on many items. The company's goal is to facilitate seamless transactions while generating revenue through transaction fees, advertising, and subscription services.

San Jose, CaliforniaHeadquarters

1995Year Founded

$6.5MTotal Funding

IPOCompany Stage

Consumer Software, Consumer GoodsIndustries

10,001+Employees

Benefits

Health Insurance

401(k) Company Match

Paid Vacation

Parental Leave

Risks

Niche e-commerce platforms like StockX and Poshmark may draw away eBay's customers.

Social media platforms with shopping features could divert traffic from eBay.

Direct-to-consumer brands bypassing marketplaces may reduce eBay's seller base.

Differentiation

eBay offers a unique auction-style listing alongside 'Buy It Now' options.

The platform provides robust buyer and seller protections, enhancing trust in transactions.

eBay's vast product selection includes new, refurbished, and second-hand items.

Upsides

eBay's acquisition of GSI Commerce strengthens its position as a global commerce partner.

The rise of social commerce offers eBay opportunities to integrate social shopping features.

Increased focus on sustainability aligns with eBay's refurbished and second-hand product categories.

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