דרושים » AI » Senior AI Research Engineer

02/04/2025
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
מיקום המשרה: תל אביב יפו
סוג משרה: משרה מלאה
משרות דומות שיכולות לעניין אותך
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking a Research Scientist to join our Llama Large Language Model (LLM) Research team. We are looking for recognized experts in VLLMs; with experience in areas like vision encoders, data filtering/curation for pre and post-training, RLHF, responsible AI and model controllability. The ideal candidate will have an interest in producing and applying new science to help us develop and responsibly release vision large language models.
AI Research Scientist - Generative AI Responsibilities
Lead, collaborate, and execute on research that pushes forward the state of the art in multimodal reasoning and generation research.
Work towards long-term ambitious research goals, while identifying intermediate milestones.
Directly contribute to experiments, including designing experimental details, writing reusable code, running evaluations, and organizing results.
Work with a large team.
Contribute to publications and open-sourcing efforts.
Mentor other team members. Play a significant role in healthy cross-functional collaboration.
Prioritize research that can be applied to Meta's product development.
Requirements:
Minimum Qualifications
A PhD in AI, computer science, or related technical fields.
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Experience holding an industry, faculty, or government researcher position.
Publications in machine learning, computer vision, NLP, speech
Experience writing software and executing complex experiments involving large AI models and datasets.
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
Direct experience in generative AI and LLM research.
First (joint) author publications experience at peer-reviewed AI conferences (e.g., NeurIPS, CVPR, ICML, ICLR, ICCV, and ACL).
Fluent in Python and PyTorch (or equivalent)
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
100934
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Googles needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

We are excited about both fundamental research and identifying and solving creative, new problems with potential to have big impact. Our team has a strong track record of publishing at vision and graphics venues, and transferring cutting edge research into products that reach users.

The Platforms and Ecosystems product area encompasses Google's various computing software platforms across environments (desktop, mobile, applications). The products provide enterprises, and ultimately end users, the ability to utilize and manage their services at scale. We build innovative and compelling software productsfrom apps to TVs, from laptops to phonesthat have an impact on peoples lives across the world.

Responsibilities:
Develop cutting-edge visual media technologies, including diffusion models and transformers.
Requirements:
Minimum qualifications:
Bachelor's degree or equivalent practical experience.
8 years of experience in software development.
Contributions to research communities including publishing papers in venues (NeurIPS, ICML, ICLR, JMLR, ACL, WWW, CVPR, IJCV, etc.).

Preferred qualifications:
Masters degree or PhD in Engineering, Computer Science, or a related technical field.
8 years of experience with data structures/algorithms.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
102140
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for researchers and applied scientists to join the Central Applied Science team. Central Applied Science is an interdisciplinary team of quantitative scientists that aims to deliver research and innovation that fundamentally contribute to Meta's success. By applying your expertise in quantitative methods, you will be empowered to drive impact across a range of products, infrastructure and company operations. Individuals in this role are expected to have expertise and publications within research areas in the board field of machine learning. The ideal candidate will have a passion for building data-driven products and forming research frameworks to solve challenging, real-world problems.
Research Scientist, Central Applied Science Responsibilities
Work with vast amounts of data, generate research questions that push the state-of-the-art, and build data-driven products.
Develop novel quantitative methods on top of Meta's unparalleled data infrastructure.
Learn new tools, systems, and programming languages quickly as required by the particular project you are working on.
Work towards long-term ambitious research goals, while identifying intermediate milestones.
Communicate best practices in quantitative analysis to partners.
Work both independently and collaboratively with other scientists, engineers, UX researchers, and product managers to accomplish complex tasks that deliver demonstrable value.
Publish research results in top-tier conferences and at leading journals.
Actively identify new opportunities within Meta's long term roadmap for applied science contributions.
Requirements:
Minimum Qualifications
Currently holds a PhD in the field of Computer Science, Data Science, or a related field from a top-tie academic institution.
At least 5 years of industry experience as an applied research scientist or a similar role, studying and developing machine learning technologies.
Experience with empirical research and for answering questions with data.
Experience developing algorithms in languages like Python, C, C++ or Java.
Experience analyzing datasets using languages like Python.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Preferred Qualifications
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
Experience working and communicating cross functionally in a team environment.
Experience analyzing large datasets using tools like Presto, Hive or Spark.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading journals or conferences such as ICML, NeurIPS, ICLR, IJCAI, AAAI, KDD, WWW, JMLR, JACM or similar.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
100929
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
The Generative Avatars group at Codec Avatars organization is building social presence in VR and AR where people can interact with each other across distances in a way that is indistinguishable from in-person interactions. We are seeking researchers who are interested in designing and implementing next generation digital human representations with large-scale training.
Research Scientist, Generative Avatars (PhD) Responsibilities
Develop and apply state-of-the-art generative models, such as Diffusion Models, GANs, and VAEs, to build foundational human models for codec avatars.
Design and run large-scale experiments to evaluate the performance of generative models on various tasks, including: 1. Image/video generation: generating high-quality images and videos 2. Multi-view generation: generating 3D consistent and coherent images and 3D content.
Collaborate with other teams to integrate generative models into the codec avatar pipeline and push the research that enables mid- to long-term products.
Publish research results in top-tier journals and at leading international conferences.
Requirements:
Minimum Qualifications
Currently has or is in the process of obtaining a PhD degree and/or postdoctoral assignment in the field of computer vision, computer graphics, machine learning, or a related field
First-author publications in computer vision, machine learning, or computer graphics peer-reviewed conferences (CVPR, ECCV, ICCV, NeurIPS, ICLR, or SIGGRAPH, etc.)
Experience with generative models, such as Diffusion Models, GANs, or VAEs, and/or Vision Transformers
Preferred Qualifications
Proven track record of achieving significant research results as demonstrated by grants, fellowships, and/or patents
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open-source repositories (e.g., GitHub)
3+ years of experience with prototyping algorithms in Python
Experience in implementation of large-scale training: parallelisms, sharding strategies, custom kernels.
Experience with large-scale experiment design and execution.
Familiarity with the avatars pipeline and/or experience working with human-centric data
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
100894
שירות זה פתוח ללקוחות VIP בלבד