Who is Recruiting from Scratch: Recruiting from Scratch is a premier talent firm that focuses on placing the best product managers, software, and hardware talent at innovative companies. Our team is 100% remote and we work with teams across the United States to help them hire. Responsibilities
- Design and develop performant algorithms and AI models, specializing in production-level AI and leveraging advanced computer vision techniques.
- Engage in cutting-edge AI research to push the boundaries of what is possible with both CNN/Transformer and generative models.
- Work closely with cross-functional teams to integrate AI solutions into our products and services, optimizing for technical and cost performance, and aligning with user needs.
- Apply in-depth technical knowledge to solve complex problems in AI, driving innovation in our product.
- Stay up-to-date with the latest advancements in AI/ML technologies and methodologies, evaluating and adopting new tools and frameworks as they are released.
- Ensure the responsible use of AI within projects, advocating for ethical practices, including transparency, diversity, and privacy.
Tech stack Infra: AWS, k8s, Terraform/OpenTofu, Backend: Go , Python, Pytorch / Keras/Tensorflow Candidate requirements
- You're extremely comfortable with Python and deep learning frameworks such as Pytorch / Keras/Tensorflow.
- 3+ years of experience in software development in a fast-paced tech environment.
- Able to curate synthetic data.
- Strong understanding of LLMs and Diffusion models (Stable Diffusion, Llama, Mistral, LoRAs, fine-tuning, etc.)
- Able to experiment and stand-up existing open source models in production systems.
- Able to optimize ML models for hardware (GPU/CPU optimization, etc.).
- A strong problem-solver with the ability to tackle complex technical challenges, providing innovative solutions and contributing to the product development process.
- Strong communication and leadership abilities.
- 3+ years of experience building Machine Learning models in production settings. Your role is not just the research and experimentation, but also to deploy models to a production environment.
- Deep understanding of machine learning concepts, algorithms and techniques (computer vision models, GANs, etc.)
- Working-level English skills
The salary range is $125,000 - $200,000