Sr. AI Engineer

At Semantic Health

We combine the clinical and business expertise of doctors and successful entrepreneurs, with the technical skillset of top ML researchers. We are backed by leading institutional investors who have driven companies our size to multi- billion dollar valuations.

Job Description

We’re seeking a motivated and driven scientist to work on our foundation language models. We value scrappy and product-focused thinkers that thrive by solving complex and challenging problems. As an Applied Scientist - LLM, you will: * Implement, train, fine-tune, and optimize LLMs for specific applications in healthcare, ensuring their accuracy and efficiency * Utilize Kubernetes and containerization for the deployment and scaling of LLMs across multiple GPUs and servers * Oversee the process of data preprocessing, ensuring the quality and relevancy of data fed into the LLMs * Apply methods such as Retrieval-Augmented Generation (RAG) and Direct Preference Optimization (DPO) for enhancing model outputs * Stay current with the latest advancements in open-source LLM technologies * Work closely with ML engineers, software engineers, and healthcare professionals to integrate LLM solutions into practical applications

Requirements

You will have experience in: * Applying and refining large language models, preferably with 2+ years in the field * Kubernetes, container technologies, and multi-GPU deployment strategies * Python, with experience in frameworks like PyTorch or TensorFlow * Familiarity with CUDA for GPU acceleration * Data cleaning, preprocessing, and manipulation, with at least 2 years of work in this area * Fine-tuning LLMs for specific tasks or industries, particularly in a Q&A context * LLM frameworks and models like LangChain, OpenLLM, vLLM, and Llama2

Bonus Points

Compensation and Benefits

Compensation will be competitive to the market and will consist of cash and stock options, as well as benefits.

Work Environment

We are currently a remote team and plan to continue working remotely.

Equal Opportunity Employer

We are an Equal Opportunity Employer. This company does not and will not discriminate in employment and personnel practices on the basis of race, sex, age, disability, religion, national origin, or any other basis prohibited by applicable law. Hiring, transferring and promotion practices are performed without regard to the above-listed items.

Job Details

Original URL: https://www.linkedin.com/jobs/view/sr-ai-engineer-at-aapc-3922287972