Machine Learning Engineer 5

Adobe

Actively hiring Posted this week
San Jose Posted 6 days ago $211,800–$306,625 / year
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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 harnesses, fine-tuning LLMs with various techniques like SFT and DPO, and creating evaluation datasets and benchmarks. You'll work closely with product management and engineering to translate research into shipping features. The ideal candidate has hands-on 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 role requires a strong background in machine learning and computer science, with an emphasis on synthetic audience modeling and human behavior simulation.

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 for distributional fidelity in synthetic audience models.
  • Fine-tune large language models using survey, panel, and behavioral data for improved real-world alignment.
  • Create evaluation datasets and benchmarks to measure the quality of synthetic audience simulations.
  • Collaborate with cross-functional teams to translate research into product features for brand intelligence.

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, preference optimization techniques.
  • Experience with RLHF, RLAIF, or RL-based state alignment for LLMs.
  • Proven ability to build evaluation datasets and benchmarks for synthetic audience quality.
  • Proficiency in Python and modern ML tooling like PyTorch, Hugging Face, vLLM.

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.

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