Description
We are seeking an experienced Machine Learning Engineer to join our cross-functional product team focused on developing cutting-edge generative AI solutions for creative design.
Getting on-brand content with generic AI is hard. We aim to offer our customers with custom AI models to generate brand specific, high quality creative assets.
Reporting to the Director of Data & AI, you will work closely with creatives, and developers to build and deploy these state-of-the-art custom AI models.
We are seeking an experienced Machine Learning Engineer to join our cross-functional product team focused on developing cutting-edge generative AI solutions for creative design.
Getting on-brand content with generic AI is hard. We aim to offer our customers with custom AI models to generate brand specific, high quality creative assets.
Reporting to the Director of Data & AI, you will work closely with creatives, and developers to build and deploy these state-of-the-art custom AI models.
What you’ll do
Design, develop, and optimize text-to-image and image-to-image generative AI models using techniques such as fine-tuning, LoRA, DreamBooth, text inversion, and ControlNetIngest, preprocess, and manage large image datasets for training generative modelsAnnotate and curate unstructured data at scale using Large Language ModelsCollaborate with designers and stakeholders to understand requirements and translate them into technical solutionsCommunicate complex technical concepts to cross-functional teams and stakeholdersImplement model evaluation and monitoring pipelines to ensure high performance and reliabilityStay up-to-date with the latest advancements in generative AI and contribute to the adoption of new techniques and frameworks
What you’ll need to succeed
Strong proficiency in Python and generative AI frameworksDemonstrated knowledge of generative models (e.g. transformers, autoencoders, diffusion models, GANs) in Computer Vision and NLP domainsSolid understanding of deep learning concepts heavily used in AI (transfer learning, RLHF etc.)Experience with data pipeline tools and ETL processes, particularly for training and deploying ML modelsFamiliarity with SQL and database management systemsAbility to write and review technical documentation, ensuring clarity and accuracyExcellent English communication skills, capable of conveying complex technical concepts to non-technical stakeholdersExperience working in a remote, global environment, with a proactive and self-directed attitudePassion for creative design and generative AI applicationsA trusting, resourceful, ego-free, and kind team player personalityBias for action, proactive, customer-centric, and execution-driven mindset
Our biggest challenge right now
Being in the center of creative, tech, and digital professional services, we find ourselves in a unique position to take on this opportunity and place ourselves at the forefront of our field, during a time where AI is massively disrupting creative and marketing industries. On top of this, we can leverage our vast amounts of data from our in-house platform and integrated tools, and from hundreds of brands and hundreds of thousands of projects.
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