CV engineer for generative models

Social Discovery Group; United States; Teletrabalho; USD 140 000 - 240 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Remote work

Bonuses for referrals up to $5000

Wellness days

Vacation 28 days

Training reimbursement

Health benefits up to $1000

Equipment/stipends

Resumo da oferta

Social Discovery Group ищет инженера ML, специализирующегося на диффузионных моделях, для разработки продвинутых визуальных моделей и мульти-модальных решений. Работа удаленная, полный рабочий день.

Обязанности включают настройку моделей text2image, image2image и video2image, оптимизацию вывода, работу с IP-adapters и интеграцию современных подходов CV/CLIP/NLP. Требуется 5+ лет опыта, знание diffusers/transformers; бонусы за бэкенд, развёртывание и мультимодальные LLM.

Qualificações

• 5+ лет опыта обучения диффузионным моделям и изменению их архитектур
• Уверенное владение diffusers и transformers
• Практический опыт с IP-adapters
• Желательно: бэкэнд-разработка (Python, Go, C#) и знания масштабируемых систем развертывания, Flow matching, Diffusion distillation и т.д.

Responsabilidades

• Обучать и дообучать генеративные модели (text2image, image2image, video2image, IP-adapters) для фот realism и стилизованных визуалов
• Работать с классификаторами изображений, ранжировщиками и моделями описания изображений/видео
• Отслеживать исследование CV и внедрять полученные выводы в дорожную карту ML-команды
• Строить и поддерживать процесс улучшения моделей, включая системы валидации качества выходов CV
• Оптимизировать производительность вывода: диффузия, квантование, работа на уровне фреймворков
• По желанию: обучение мультимодальных AI-спутников, объединяющих CV и NLP

Conhecimentos

Опыт в диффузионных моделях

Опыт с diffusion/vision

Работа с IP-adapters

Ferramentas

diffusers

Transformers

Descrição da oferta de emprego

Описание:

Social Discovery Group (SDG) is a group of social discovery companies. SDG solves the problems of loneliness, isolation, and disconnection - transforming virtual intimacy into the new normal. SDG’s products redefine the way people interact and connect with one another. Our portfolio includes social entertainment platforms designed to connect people online across different cultures and regions of the world.

Задачи:

• Train and fine-tune generative models (text2image, image2image, video2image, IP-adapters) to produce photorealistic and stylized visuals
• Work with image classifiers, rankers, and image/video captioning models that understand visual context
• Track cutting-edge CV research and open-source developments; translate them into a CV roadmap for the ML team
• Build and own the iterative model improvement process, including quality validation systems for CV outputs
• Optimize inference performance: diffusion optimization, quantization, kernel and framework-level work
• Optionally: train multimodal AI companions that combine CV and NLP for deeper visual understanding

Требования:

• 5+ Years of experience training diffusion models and modifying their architectures
• Proficiency with diffusers and transformers libraries
• Hands-on experience with IP-adapters
• Будет плюсом: Backend engineering experience (Python, Go, C#) and knowledge of scalable deployment systems is an advantage; Flow matching training; Diffusion model distillation; DPO and other text2image fine-tuning approaches; Text2video and CLIP fine-tuning; Experience with multimodal LLMs; NLP / LLM training and chatbot development background

Условия:

• REMOTE OPPORTUNITY to work full-time
• The initial pay level or pay range for this role will be shared with candidates during the recruitment process and before the commencement of employment
• Vacation 28 calendar days per year
• 7 wellness days per year (time off) that can be used to deal with household issues, to lie down and recover without taking sick leave
• Bonuses up to $5000 for recommending successful applicants for positions in the company
• 50% payment for professional training, international conferences, and meetings
• Corporate discount for English lessons
• Health benefits. According to the paychecks, if you are not eligible for corporate medical insurance, the company will compensate you with up to $ 1,000 gross per year per employee. This can be spent on self-purchase of health insurance or on doctor’s fees for yourself and close relatives (spouse, children)
• Workplace organization. The company provides all employees with an equipped workplace and all the necessary equipment (table, armchair, wifi, etc.) in our offices or co-working locations. In the other locations, the company provides reimbursement of workplace costs up to $ 1000 gross once every 3 years, according to the paychecks. This money can be spent on the rent of the co-working room, on equipping the working place at home (desk, chair, Internet, etc.) during those 3 years
• Internal gamified gratitude system: receive bonuses from colleagues and exchange them for our merchandise, team building activities, massage certificates, etc.