דרושים » AI » Senior Applied Researcher

1 ימים
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
מיקום המשרה: תל אביב יפו
סוג משרה: משרה מלאה
משרות דומות שיכולות לעניין אותך
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2 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, VLLM (vision large language models) - 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)
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking AI Research Scientists to join fundamental and applied research teams, which are focused on making significant progress in AI. Advances in AI are key to our mission, spanning some of the most pressing research challenges of our generation across such areas as artificial intelligence, machine learning, computational statistics, and applied mathematics, particularly including areas such as deep learning, generative models, reinforcement learning, computer perception, natural language processing and speech. The ideal candidate will have a keen interest in producing new science to understand intelligence and technology to make computers more intelligent, or to work on more applied problems across the company.
Research Scientist, Generative Models (PhD) Responsibilities
Collaborate on research projects within a globally based team to advance the science and technology of intelligent machines.
Collaborate on research that enables learning the semantics of data (images, video, text, audio, speech and other modalities).
Work towards long-term ambitious research goals, while identifying intermediate milestones.
Drive team goals & technical direction to pursue opportunities that make your larger organization more efficient.
Influence progress of relevant research communities by producing publications.
Contribute research that can be applied to Meta product development.
Devise better data-driven models of human behavior.
Requirements:
Minimum Qualifications
Currently has or is in the process of obtaining a PhD degree in the field of machine learning, AI, computer science, applied mathematics or related technical fields. Degree must be completed prior to joining Meta.
Experience in theoretical and empirical research and for addressing research problems.
Knowledge in a programming language and experience in developing and debugging in 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 working in a team solving modeling problems using AI/ML approaches.
First-author publications at peer-reviewed AI conferences (e.g. NeurIPS, CVPR, ICML, ICLR, ICCV, ACL, Interspeech and ICASSP).
Experience driving original scholarship in collaboration with a team.
Experience in developing and debugging in PyTorch.
Experience communicating research for public audiences of peers.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
We are committed to advancing the field of artificial intelligence by making fundamental advances in technologies to help interact with and understand our world. We are seeking individuals passionate in areas such as deep learning, computer vision, audio and speech processing, natural language processing, machine learning, reinforcement learning, computational statistics, and applied mathematics. Our interns have an opportunity to make core algorithmic advances and apply their ideas at an unprecedented scale.

Our internships are twelve (12) to sixteen (16), or twenty-four (24) weeks long and we have various start dates throughout the year.
Research Scientist Intern, Large Language Models (PhD) Responsibilities
Perform research to advance the science and technology of intelligent machines.
Develop novel and accurate Code Generation, World Modeling, NLP, and systems, leveraging Deep Learning and Machine Learning on big data resources.
Analyze and improve efficiency, scalability, and stability of various deployed systems.
Collaborate with researchers and cross-functional partners including communicating research plans, progress, and results.
Publish research results and contribute to research that can be applied to Meta product development.
Requirements:
Minimum Qualifications
Currently has or is in the process of obtaining a PhD degree in Computer Science, Artificial Intelligence, Natural Language Processing, Speech Recognition, or relevant technical field.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Experience with Python, C++, C, Java or other related languages.
Experience with deep learning frameworks such as Pytorch or Tensorflow.
Experience building systems based on machine learning, deep learning methods, or natural language processing.

Preferred Qualifications
Intent to return to a degree program after the completion of the internship/co-op.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as NeurIPS, ICLR, ICML, ACL, NAACL, EMNLP, or similar.
Experience with ML areas such as Code Generation, Natural Language Processing, Speech, Multimodal Reasoning & Retrieval.
Experience manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources.
Experience with training deep neural networks for Code / NLP tasks.
Experience with interpreting deep neural networks mechanistically, correlating their observable behavior with properties of model parameters and activations.
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
Experience working and communicating cross functionally in a team environment.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
1 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Google Research is building the next generation of intelligent systems for all Google products. To achieve this, were working on projects that utilize the latest computer science techniques developed by skilled software developers and research scientists. Google Research teams collaborate closely with other teams across Google, maintaining the flexibility and versatility required to adapt new projects and foci that meet the demands of the world's fast-paced business needs.

Responsibilities
Drive project work by defining the data structure, framework, design, and evaluation metrics for research solution development and implementation. Identify timelines and obtain resources needed.
Identify defined problems/gaps in existing technology and engage stakeholders and leaders to address them.
Lead the research of technology for improving Large Language Model (LLM) efficiency of performing target capabilities or supporting many capabilities, such as novel architectures and improved pre-training.
Collaborate with other Research teams to expand efficient LLM technology.
Collaborate with Google first-party partner teams to deliver new technologies to production.
Requirements:
PhD degree in Computer Science, a related field, or equivalent practical experience.
2 years of experience leading a research agenda.
One or more scientific publication submission(s) for conferences, journals, or public repositories.
Experience with Large Language Models, NLP, or Generative AI.
Experience with coding.

Preferred qualifications:
1 year of experience leading research efforts and influencing other researchers.
Experience with modern LLMs and generative models, in fields like NLP or multimodality.
Experience with efficiency, modularity or related topics for LLMs.
Experience with GenAI fields.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 22 שעות
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Our team focuses on developing foundation models for remote sensing (i.e., satellite, aerial) imagery. We aim to simplify and enhance various remote sensing tasks including land use/land cover segmentation, object detection, and change detection for use by Google teams and external partners. We also investigate natural language interfaces for remote sensing imagery through vision-language models and tasks such as captioning and visual question answering.

Google Research addresses challenges that define the technology of today and tomorrow. From conducting fundamental research to influencing product development, our research teams have the opportunity to impact technology used by billions of people every day.

Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field -- we publish regularly in academic journals, release projects as open source, and apply research to Google products.

Responsibilities
Explore research directions, generate hypotheses and perform rigorous experimentation in several sub-domains (e.g., pre-training recipes, multi-modality, temporal sequences).
Contribute to shaping the team's roadmap, help prioritize research directions, with focus on innovation and usability.
Work with other researchers across Google to connect multiple geospatial efforts.
Help teams use foundation models and optimize its use on their tasks.
Advise and mentor team members.
Requirements:
PhD degree in Computer Science, a related field, or equivalent practical experience.
2 years of experience leading a research agenda.
Experience in building computer vision models using machine learning techniques.
One or more scientific publication submission(s) for conferences, journals, or public repositories.

Preferred qualifications:
10 years of experience in computer vision research, with 3 years in research leadership roles.
Experience building, tuning, evaluating, and using foundation models.
Experience with Remote Sensing data (e.g., multi-spectral, hyper-spectral, SAR) and Google Earth Engine.
Excellent software engineering skills using Python or C++.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
1 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Google Research addresses challenges that define the technology of today and tomorrow. From conducting fundamental research to influencing product development, our research teams have the opportunity to impact technology used by billions of people every day.

Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field -- we publish regularly in academic journals, release projects as open source, and apply research to Google products.

Responsibilities
Author research papers to share and generate impact of research results across function and in the research community.
Identify new and upcoming research areas by interacting with potential external and internal collaborators. Help in developing long-term research strategy and plans to expand the impact of Google research.
Lead research and develop technology for evaluating the consistency, grounding and attribution of generative Large Language Model (LLM) outputs, as well as technology for improving factuality at pretraining, including rerieval augmented generation.
Collaborate with other research teams to expand output verification technology.
Collaborate with Google first-party partner teams to deliver new use cases to production.
Requirements:
PhD degree in Computer Science, a related field, or equivalent practical experience.
2 years of experience leading a research agenda.
Experience in Natural Language Processing (NLP) research.
Experience with coding, algorithms and data structures.
One or more scientific publication submission(s) for conferences, journals, or public repositories.

Preferred qualifications:
2 years of experience in coding.
1 year of experience leading research efforts and influencing other researchers.
Experience with modern LLMs and generative text models.
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דיווח על תוכן לא הולם או מפלה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

3 ימים
GotFriends
מיקום המשרה: מספר מקומות
סוג משרה: משרה מלאה
החברה עוסקת בפיתוח פלטפורמה לאימות זהויות של רוכשים באינטרנט במטרה למנוע זיופים והונאות. המוצר שפיתחו יודע לקרוא כל מסמך רשמי בהתאם למדינה הרלוונטית ולאמת אותו תוך מספר שניות.
החברה ממוקמת באזור המרכז ומונה 200 עובדים. עבודה מהמשרדים.
מהות התפקיד: חלק מצוות. עבודת Deep Learning ל-Vision- Language Models כולל LLM, GenAI, Fine-tuning, עיבוד תמונה, עם PyTorch, TensorFlow עיסוק במחקר יישומי ב-Production.
דרישות:
- תואר שני טכנולוגי
- 5 שנות ניסיון כ-Deep Learning Engineer
- ניסיון בעבודה עם Computer Vision
- ניסיון בעבודה עם Deep Learning המשרה מיועדת לנשים ולגברים כאחד.
 
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