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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
The Reality Labs organization at Meta is helping more people around the world come together and connect through world-class Augmented and Virtual reality (AR/VR) products. With global departments dedicated to research and development, AR/VR is committed to driving the state of the art forward through relentless innovation. The potential to change the world is immense - and were just getting started.

Our team is researching and developing state of the art Computer Vision, 3D reconstruction and Generative AI technologies for solving challenges that bridge virtual and real worlds.

As Computer Vision Software Engineer on the Reality Labs team at Meta, you can help build new, innovative hardware and software that radically redefine the way people work, play and connect. What we build today could one day be the norm. So to be here today is to truly be at the heart of change and the frontier of what's to come. We're the people helping to define the metaverse. We may not have all the answers. But together, we're getting closer.
Computer Vision Engineer Responsibilities
Lead the design and development of novel computer vision and/or machine learning algorithms in areas such as: Generative AI, 3D reconstruction, 3D asset manipulations, as well as, segmentation, face tracking, body tracking, key point estimation, depth sensing, 3D stereo and volumetric reconstruction, and virtual try-ons.
Play a critical role in the definition and execution of long-term roadmaps in partnership and cross functional organizations in machine learning and computer vision.
Lead and collaborate with multidisciplinary engineering and research teams to develop technologies from early exploration and incubation to production.
Develop custom/novel architectures, define use cases, and develop methodology & benchmarks to evaluate different approaches
Participate in cutting edge research in computer vision that can be applied to AR/VR product development.
Be a go-to person to escalate the most complex online / production performance and evaluation issues that require an in depth knowledge.
Mentor other AI Engineers & improve the quality of AI work in the broader team
Requirements:
Minimum Qualifications
5+ years experience in developing and debugging in C/C++, Python, C#, or similar programming language, and hands-on experience with frameworks such as PyTorch.
5+ years experience developing and designing Computer Vision and/or Machine Learning technologies and systems.
MSc degree in Computer Science, Computer Vision, Machine Learning, or related technical field.
Preferred Qualifications
Prototyping and engineering experience in at least ONE relevant specialization area in either Computer Vision or Machine Learning: geometric computer vision, 3D deep learning, 3D Reconstruction, Video Restoration, Computational Photography, Neural View Synthesis, and Generative models
PhD degree in Computer Science, Computer Vision, Machine Learning, Robotics or related technical field.
First-authored publications at peer-reviewed conferences (e.g. CVPR. ECCV, ICCV, NeurIPS, and SIGGRAPH)
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Be a part of a fast moving product team with a great track record of landing significant impact. The position will involve collaborating closely with product teams to capture our users intentions and applying tech skills to build end to end ML solutions that will drive performance and help better personalizing our ads experiences on top of Meta's state of the art ad systems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Machine Learning Engineer - Core Ads Ecommerce Responsibilities
Partner with product teams and other engineers to solve Shops Ads business problems through ML
Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence
Re-evaluate the tradeoffs of already shipped features/ML systems, and you are able to drive large efforts across multiple teams to reduce technical debt, designing from first principles when appropriate
Leading a team from a technical perspective to develop ML best practices and influence engineering culture
Be a go-to person to escalate the most complex online / production performance and evaluation issues, that require an in depth knowledge of how the machine learning system interacts with systems around it
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables that will tie the ML solutions you develop to our ad delivery stack
Requirements:
Minimum Qualifications
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or related technical field
Experience with developing machine learning models at scale from inception to business impact
Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
Experience demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projects
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
Preferred Qualifications
Masters degree or PhD in Computer Science or a related technical field
Exposure to architectural patterns of large scale software applications
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2 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 including artificial intelligence, machine learning, statistics, causal inference and experimentation. 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 (PhD) 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 conferneces and at leading journals
Actively identify new opportunities within Meta's long term roadmap for data science contributions.
Requirements:
Minimum Qualifications
Currently has or is in the final stages of obtaining a PhD in the field of Computer Science, Data Science, or a related field, or equivalent practical experience. Degree must be completed prior to joining Meta.
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.
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 or R.
Must obtain work authorization in 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 workshops, journals or conferences such as KDD, ICML, NeurIPS, ACL, EMNLP, SIGIR, WWW, AAAI or similar.
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חברת השמה / כח אדם

4 ימים
דיאלוג
מיקום המשרה: מספר מקומות
סוג משרה: משרה מלאה
לחברת Start-Up מצליחה בתחום ה- AR (augmented reality) המפתחת מוצר פורץ דרך בתחום ה- motion capture ומשלבת טכניקות של computer vision עם מודלים של deep/machine-learning דרוש/ה Computer Vision Engineer לצוות המחקר והפיתוח, למשרה הכוללת פיתוח משלב הרעיון ועד לייצור.
סביבה טכנולוגית: Python / ++ C / Cuda.
דרישות:
BSc / MSC רלוונטי
4 ומעלה שנות ניסיון בפיתוח Computer Vision Algorithms
ניסיון בכתיבה ב- ++ C וב- Python
ניסיון עם OpenCV
ניסיון עם geometric aspects של computer vision כמו intrinsic/extrinsic calibration, triangulation, and multi-view geometry, applied in 3D scene reconstruction המשרה מיועדת לנשים ולגברים כאחד.
 
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דיווח על תוכן לא הולם או מפלה
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שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
מכון ויצמן למדע
Location: Rehovot
Additional Benefits: קרן השתלמות
ML and Computer Vision Expert position for SAMPL lab at Weizmann institute.
The Signal Acquisition, Modeling, Processing and Learning (SAMPL) Lab at Weizmann Institute of Science (WIS), is looking for an experienced machine learning and computer vision expert to work on leading technology research projects in the field of medical imaging, computer vision, medical data and radar.
Experience with development of algorithms for medical imaging, use of image processing tools, computer vision, ML, state-of-the-art AI algorithms and deep learning frameworks (PyTorch, Tensorflow, Keras, etc.).
Candidates will work with leading medical institutions in Israel and around the world
Requirements:
Minimum requirements:
B.Sc. in Electrical engineering / Computer Science / Bioinformatics / Biomedicine or equivalent - Master's/PHD degree is an advantage
Over 5 years of research and development of machine learning algorithms
Over 3 years of Python development experience
Hands-on experience with machine learning frameworks and practical experience in developing algorithms in the field of computer vision
Experience in building end-to-end prototypes and applications based on machine learning
Experience in working with medical data - an advantage
Matlab and OpenCV experience - an advantage
Team player with an ability to function independently with minimal supervision, good interpersonal and communication skills. Self-motivated personality
High skills in English - both speaking and writing
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5 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more. In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

We are looking for a talented and dedicated ML & Big Data Analyst who will be a part of the Core Data group.

As part of this role, you will help us process and streamline rich and complicated datasets. Will explore and validate new data sources. Be part of the data science and data engineering force creating new features for our solution.

What does the day-to-day of a ML & Big Data Analyst at Similarweb look like:

Apply your expertise in quantitative analysis and data mining to turn data into insights.
Conduct research and develop tools that will ensure the quality of Similarwebs data and algorithms.
Utilize your deep understanding of Similarwebs data in order to evaluate and improve novel algorithms produced by the data scientists in your team.
Partner with Big Data Engineers to establish an infrastructure to scale solutions.
Requirements:
What will I bring to the team?

At least 2 years of work experience in a Tech Company - Must
At least 2 years experience in Python scripting - Must
Experience with SQL for data analysis -Must
Knowledge and understanding of the statistical principles, concepts, methods, and standards- Must
Hadoop/Spark/AWS Infrastructure experience - Big Advantage
Ability to visualize data and experience with a visualization tool and modules (mlplot, matplolib, sns)- Big Advantage
Excellent verbal and communication skills (in English) - Must
Team player, autodidact, fast learner with excellent analytical, research and business skills.
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6 ימים
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Why Join Us?
We are seeking a talented MLOps Engineer to join our innovative team. In this pivotal role, you'll be at the heart of our operations, bridging development, machine learning, and large language models (LLMs) to ensure seamless, efficient, and scalable deployment of our AI-driven solutions. If you're passionate about cutting-edge technology, excel in a dynamic environment, and are keen to make a significant impact, we're eager to connect with you!

Key Responsibilities
Collaboration: Work closely with ML engineers, data scientists, and software developers to integrate ML/LLM models into production.
Automation and Process Definition: Define work processes and implement automation pipelines to streamline ML/LLM development and deployment, enhancing productivity and efficiency.
Deployment and Scaling: Deploy, monitor, and scale machine learning models and large language model applications across various environments.
Monitoring and Maintenance: Implement monitoring solutions for performance and health of ML/LLM models, ensuring high availability and reliability.
Optimization: Continuously optimize ML pipelines for improved performance, scalability, and cost-efficiency. Security and Compliance: Ensure adherence to data privacy, security protocols, and compliance standards in ML/LLM operations.
Innovation: Keep abreast of the latest developments in DevOps, ML, and LLM technologies to drive continuous improvement and innovation.
Requirements:
Experience: Solid experience in an ML Ops role, with a strong understanding of machine learning model deployment and lifecycle management.
Education: BS/MS in Computer Science, Engineering, or a related field, or equivalent experience.
ML/LLM Skills: Experience with machine learning lifecycle management and LLM deployment strategies.
Automation Skills: Experience with automation and orchestration tools, with a focus on enhancing the efficiency of ML workflows.
Scripting: Strong scripting skills in languages such as Python, with a focus on automating ML operations tasks.
Cloud Platforms: Familiarity with cloud services (AWS, Azure, GCP) and managing ML applications in cloud environments.
Problem-Solving: Exceptional problem-solving abilities and a keen eye for detail.
Communication: Excellent communication skills with the ability to collaborate effectively in team environments.
Nice to Have:

DevOps Background: Experience in DevOps, with familiarity in CI/CD pipelines, containerization (Docker, Kubernetes), and infrastructure as code, which can be leveraged to enhance ML operations.
Monitoring Tools: Experience with monitoring and logging tools (Prometheus, Grafana, ELK stack).
Large Language Models: Understanding of LLMs and their operational challenges.
Security: Knowledge of security best practices in a DevOps and ML/LLM context.
Innovative Thinking: Eagerness to explore and implement new technologies and methodologies in the realm of ML/LLM Ops.
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6 ימים
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Why Join Us?
The Cloud Guard research team is looking for a curious and highly motivated Cloud Security Researcher who will translate the research to direct security value for the company and product.

As a Cloud Security Researcher in the Cloud Guard area, you'll conduct ongoing research on different cloud infrastructures and services, detect and replicate different attacks, and publish technical blog posts.

Key Responsibilities
Initiate and conduct Cloud Research Initiatives throughout the realm of cloud cyber security.

Conduct cutting-edge research on all different cloud vendors and become an authoritative source of knowledge for the team.

Collaborate with cross-functional teams: Work closely with various teams to drive cloud detections in the product.

Publish intensive, technical blog posts on attack discovery and deep insights.
Requirements:
2+ years of proven experience in Security Research, preferably Cloud

Deep knowledge of at least one public cloud (AWS, Azure, GCP)

Experience in network traffic analysis, web, and other communication protocols

Experience in publishing security research papers and conference talks

B.S.C in technology major

Quick and creative solution-finding abilities

Ability to work under pressure

Excellent time management and interpersonal skills
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