Remote Marketing Intern (University Student)
PRIME AGENCY M&M
Support social media, branding and event campaigns at Berlin boutique agency PRIME AGENCY M&M while gaining practical experience alongside university studies.
Odpri
Etsy je globalna spletna tržnica, na kateri ustvarjalni podjetniki prodajajo edinstvene izdelke, vključno z ročno izdelanimi, starinskimi in rokodelskimi predmeti, kupcem po vsem svetu. Podjetje, ustanovljeno leta 2005, razvija orodja in tehnologijo tržnice, ki podpirajo skupnost prodajalcev in kupcev, hkrati pa si prizadeva ohraniti človeško naravo trgovanja. Etsy poudarja trajnost, raznolikost, enakost in vključevanje ter ponuja prilagodljive načine dela, medtem ko širi svoje ekipe na področjih tržnice, maloprodaje in tehnologije.
Machine Learning Engineer, Search, Ads & Recommendations — Etsy Hybrid
Build and operate machine learning systems powering search, advertising, and recommendations across Etsy’s global marketplace. Own models from data pipelines and experimentation through production deployment and optimization.
Opis
- Develop user-focused machine learning systems for Etsy’s two-sided marketplace
- Manage models across data and feature pipelines, training, evaluation, and production serving
- Assess model performance through live A/B testing on Etsy.com and the Etsy app
- Use machine learning, deep learning, and information retrieval to improve relevance, personalization, and engagement for buyers and sellers
- Prototype, optimize, and deploy machine learning models at scale
- Plan and conduct online and offline A/B experiments
- Diagnose and resolve complex issues in model and system behavior
- Track product performance and drive improvements with product and analytics partners
- Collaborate with software engineers, applied scientists, data scientists, product managers, designers, and analytics partners
- Based on team assignment, build capabilities for sponsored-search retrieval and ranking, ad allocation, user modeling, personalized ranking, multi-objective optimization, intent prediction, dual-encoder and hybrid retrieval, and large-scale indexing and serving
- Report to the engineering manager responsible for the assigned team
Zahteve
- Experience as a senior or staff-level machine learning engineer
- Demonstrated use of statistical and machine learning methods to solve practical problems
- Expertise or experience in information retrieval, search, recommendations, advertising, natural language processing, deep learning, multimodal learning, or reinforcement learning
- Practical experience training, deploying, monitoring, debugging, and improving production machine learning systems for search, recommendations, or advertising
- Production experience developing large-scale machine learning systems with Python, Java, Scala, or comparable languages
- Experience using modern machine learning frameworks such as PyTorch or TensorFlow/TFX
- Ability to write and manipulate data at large scale
- Ability to produce clear, tested, maintainable code
- Ability to define requirements and lead a team from design through delivery
- Master’s or Ph.D. in computer science or a related engineering discipline with at least two years of applied machine learning experience, or equivalent experience
- Must live within commuting distance of Etsy’s Brooklyn office, with remote consideration outside that area subject to occasional office travel
Ugodnosti
- Equity package
- Annual performance bonus
- Benefits package for employees and their families
- Visa sponsorship may be available for selected roles and skill sets
- Hybrid schedule requiring office attendance once or twice weekly depending on proximity
- Remote candidates outside commuting distance may be considered with occasional office travel
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