Research Scientist - (applied Research)

Adobe Adobe · Enterprise · Noida, India

Research Scientist role focused on Computer Vision and Machine Learning, with a strong emphasis on developing and deploying solutions that integrate into products. The role involves research initiatives, collaboration with product teams, designing evaluations, generating synthetic data, and manipulating complex datasets. Requires expertise in CV, LLMs, NLP, or multimodal understanding, with publications in top-tier conferences and a track record of production deployment.

What you'd actually do

  1. Develop and lead research initiatives in areas such as Computer Vision, and Machine Learning.
  2. Collaborate with product teams to turn research advances into impactful products.
  3. Design challenging evaluations related to creative intelligence and marketing performance.
  4. Develop scalable synthetic data generation and evaluation techniques.
  5. Manipulate and analyze complex, high-volume, high-dimensionality data from diverse sources.

Skills

Required

  • Computer Vision
  • Machine Learning
  • Large Language Models
  • Natural Language Processing
  • Multimodal Content Understanding
  • Agentic Workflows
  • PhD degree or equivalent experience in industrial research in Computer Science, Statistics, Economics, or other relevant technical fields.

Nice to have

  • Relational databases
  • SQL
  • Beam
  • Spark

What the JD emphasized

  • Proven expertise in one or more of the following areas: Computer Vision, Large Language Models, Natural Language Processing, Multimodal Content Understanding, Agentic Workflows.
  • Multiple publications in top-tier conferences such as CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, KDD, WWW, PNAS, Nature, Science, or related top conferences/journals.
  • Hands-on experience and a track record of deploying solutions in production environments.

Other signals

  • Develop and lead research initiatives in areas such as Computer Vision, and Machine Learning.
  • Collaborate with product teams to turn research advances into impactful products.
  • Design challenging evaluations related to creative intelligence and marketing performance.
  • Develop scalable synthetic data generation and evaluation techniques.
  • Integrate core machine learning models into the Adobe Experience Manager and other products.