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 ControlNet
- Ingest, preprocess, and manage large image datasets for training generative models
- Annotate and curate unstructured data at scale using Large Language Models
- Collaborate with designers and stakeholders to understand requirements and translate them into technical solutions
- Communicate complex technical concepts to cross-functional teams and stakeholders
- Implement model evaluation and monitoring pipelines to ensure high performance and reliability
- Stay 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 frameworks
- Demonstrated knowledge of generative models (e.g. transformers, autoencoders, diffusion models, GANs) in Computer Vision and NLP domains
- Solid 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 models
- Familiarity with SQL and database management systems
- Ability to write and review technical documentation, ensuring clarity and accuracy
- Excellent English communication skills, capable of conveying complex technical concepts to non-technical stakeholders
- Experience working in a remote, global environment, with a proactive and self-directed attitude
- Passion for creative design and generative AI applications
- A trusting, resourceful, ego-free, and kind team player personality
- Bias 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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