Postdoctoral Researcher, Artificial Intelligence (PhD)
Menlo Park, CA
A Postdoctoral Researcher at AI Systems typically works as an applied researcher and engineer, solving some of the most challenging and interesting problems in the training process of large, complex DNN models. The specific research area may include:
1. The application of Graph Learning in recommendation systems. 2. Performance optimization for large scale sequential models in content ranking. 3. Parameter Efficiency Fine Tuning of large language models and transformer models. 4. General improvement of the training process of DNNs, in terms of efficiency and reliability.
For this position, the applicant will engage with the supervisor and other researchers, engineers to implement research agenda, publish world-class research works, and make impacts on some key Meta products. You will be able to gain valuable experience in an industry-leading organization, solving real-world problems, and advance SotA.Postdoctoral Researcher, Artificial Intelligence (PhD) Responsibilities
- Perform research to advance the science and technology of Machine Learning, especially in the area of RecSys
- Collaborate with your supervisor and other researchers + engineers to develop research plan targeting real world problems with high impact.
- Adopt State of the Art Machine Learning techniques to improve Meta products
- Currently has or is in the process of obtaining a PhD degree or completing a postdoctoral assignment in Computer Science or a similar field. Degree must be completed prior to joining Meta.
- Research background in Machine Learning, Recommendation Systems, Natural Language Processing, Optimization, or similar field.
- Experience communicating research, e.g., published peer-reviewed papers with oral presentation
- Experience coding in Python, C/C++, C#, or other similar language.
- Must obtain work authorization in country of employment at the time of hire and maintain ongoing work authorization during employment.
- Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
- First-authored publications at peer-reviewed conferences (ICML, ICLR, NeurIPS, CVPR, ECCV, ICCV, SIGGRAPH, CoRL, ICASSP, INTERSPEECH, ACL, NAACL, EMNLP, or similar).
- Research and engineering experience demonstrated via grants, fellowships, patents, internships, work experience, and/or coding competitions.
- Experience solving complex problems and comparing alternative solutions, trade-offs, and diverse points of view to determine a path forward.
- Experience working and communicating cross functionally in a team environment.
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
Tags: Computer Science EMNLP Engineering ICLR ICML LLMs Machine Learning ML models NeurIPS NLP PhD Physics Python Research VR
Perks/benefits: Career development Conferences Equity Flex vacation Health care Salary bonus
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Business Intelligence Engineer jobs
- Open Lead Data Analyst jobs
- Open Data Engineer II jobs
- Open Power BI Developer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Science Manager jobs
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open Junior Data Scientist jobs
- Open Data Scientist II jobs
- Open Business Intelligence Developer jobs
- Open Business Data Analyst jobs
- Open Product Data Analyst jobs
- Open Data Analytics Engineer jobs
- Open Data Analyst Intern jobs
- Open Sr Data Engineer jobs
- Open Principal Data Scientist jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Data Engineering Manager jobs
- Open Junior Data Engineer jobs
- Open Big Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Azure Data Engineer jobs
- Open Research Scientist jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Data quality-related jobs
- Open ML models-related jobs
- Open Business Intelligence-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open PhD-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open Finance-related jobs
- Open NLP-related jobs
- Open PyTorch-related jobs
- Open TensorFlow-related jobs
- Open LLMs-related jobs
- Open APIs-related jobs
- Open Generative AI-related jobs
- Open CI/CD-related jobs
- Open Snowflake-related jobs
- Open Consulting-related jobs
- Open Hadoop-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Databricks-related jobs
- Open Airflow-related jobs