Machine Learning Engineer 5

Adobe

Actively hiring Posted this week
San Jose Posted 6 days ago $211,800–$306,625 / year
View original post Log in to save

At a glance

AI generated

TL;DR

As a Machine Learning Engineer (MLE 50) on Adobe's Brand Intelligence Predict team in San Jose, CA, you will design and build LLM-powered systems that simulate consumer audiences from proof-of-concept to production. Your daily tasks include developing complex inference and reasoning harnesses, fine-tuning LLMs with various techniques like SFT and DPO, and building evaluation datasets and benchmarks for synthetic audience quality. You'll work closely with product management and engineering to translate research into shipping features. The role requires substantial experience in building LLM-based applications, proficiency in Python and modern ML tooling such as PyTorch and Hugging Face, and familiarity with cloud services like AWS or GCP. This cutting-edge team focuses on reinventing marketing decision-making by simulating audiences of synthetic consumers to pre-test campaigns against real-world customer models.

Skills

Python PyTorch Hugging Face AWS GCP Azure MLOps W&B LLM SFT DPO GRPO RAG RLHF RLAIF

What you'll do

  • Design and build LLM-powered systems to simulate consumer audiences from concept to production.
  • Develop complex inference and reasoning frameworks on advanced LLMs for distributional fidelity.
  • Fine-tune LLMs using survey, panel, and behavioral data to align with real-world audience distributions.
  • Create evaluation datasets and benchmarks to measure the quality of synthetic audience models.
  • Collaborate with cross-functional teams to translate research into product features.

What we're looking for

  • Substantial experience building LLM-based applications in production.
  • Expertise in designing and shipping complex inference harnesses on large language models.
  • Hands-on fine-tuning of LLMs using SFT, DPO/GRPO, and modern post-training techniques.
  • Experience with RLHF, RLAIF, or RL-based state alignment for LLMs.
  • Proven ability to build evaluation datasets and benchmarks for synthetic audience quality.

Employer

About Adobe

Adobe Inc. is a global software company known for creative and multimedia software products including Photoshop, Illustrator, Acrobat, and its cloud-based Creative Cloud and Document Cloud suites. Industry: Creative & Digital Experience Software

Adobe currently has 310 open roles on FindRole.

Listed pay typically runs $185,350–$268,375 across 310 roles with salary data.

Most-posted roles

View all roles at Adobe