דרושים » פיתוח תוכנה » (ON) AI Solution Engineer לחברת סטארט-אפ בת"א

21/08/2024
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
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סוג משרה: משרה מלאה
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2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning Engineers are at the forefront of this evolution. By leading crucial projects and initiatives that have never been done before, you have an opportunity to help us advance the way people connect around the world.

The ideal candidate will have industry experience working on a range of recommendation, classification, and optimization problems. 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.
Software Engineer, Machine Learning Responsibilities
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
Adapt standard machine learning methods to best exploit modern parallel environments (e.g., distributed clusters, multicore SMP, and GPU)
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
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables in tandem with the engineering team
Requirements:
Minimum Qualifications
Experience in software engineering, or a relevant field
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 scripting languages such as Python, Javascript or Hack
Experience leading major initiatives successfully
Experience building and shipping high quality work and achieving high reliability
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
Experienced in utilizing data and analysis to explain technical problems and providing detailed feedback and solutions
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
Experience with scripting languages such as Pytorch and TF
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
2 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning Engineers are at the forefront of this evolution. By leading crucial projects and initiatives that have never been done before, you have an opportunity to help us advance the way people connect around the world.

The ideal candidate will have industry experience working on a range of recommendation, classification, and optimization problems. 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.
Software Engineer, Machine Learning Responsibilities
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
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
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
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables in tandem with the engineering team
Requirements:
Minimum Qualifications
Experience in software engineering, or a relevant field
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 scripting languages such as Python, Javascript or Hack
Experience leading major initiatives successfully
Experience building and shipping high quality work and achieving high reliability
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
Experienced in utilizing data and analysis to explain technical problems and providing detailed feedback and solutions
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
Experience with scripting languages such as Pytorch and TF
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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 :)
4 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb empowers over 4300 global customers with data-driven insights and competitive benchmarks. We support the digital strategies of companies like Google, eBay, and Adidas. Similarweb went public on the NYSE in 2021 and continues to grow rapidly.

Role Summary:

We are looking for a Senior Software Engineer/ Machine Learning to join our team and help advance our Apps solution. Our product is designed to provide detailed and accurate insights into Apps Analytics, such as traffic estimation, revenue analysis, and app characterization. The role involves constructing and maintaining scalable data pipelines, developing and integrating machine learning models, and ensuring data integrity and efficiency. You will work closely with a diverse team of scientists, engineers, analysts, and collaborate with business and product stakeholders.

Key Responsibilities:

Develop and implement complex, innovative big data ML algorithms for new features, working in collaboration with data scientists and analysts.
Optimize and maintain end-to-end data pipelines using big data technologies to ensure efficiency and performance.
Monitor data pipelines to ensure data integrity and promptly troubleshoot any issues that arise.
Requirements:
Skills:

- Masters degree in Computer Science or equivalent practical experience.

- At least 3 years of experience in data engineering or related roles.

- Experience with big data, Machine Learning - a must!.

- Proficiency in Python- must. Scala is a plus.

- Experience with Big Data technologies such as Spark, Docker, k8s, EMR, Airflow.

- Familiarity with distributed computing on the cloud (such as AWS or GCP).

- Strong problem-solving skills and ability to learn new technologies quickly.

- Being goal-driven and efficient.

- Excellent communication skills and ability to work independently and in a team.
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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
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.

With your technical expertise you will manage project priorities, deadlines, and deliverables. You will design, develop, test, deploy, maintain, and enhance software solutions.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
Write and test product or system development code.
Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies.
Review code developed by other developers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.
Requirements:
Minimum qualifications:
Bachelors degree or equivalent practical experience.
Experience with software development in one or more programming languages, and with data structures/algorithms.
Experience testing, maintaining and/or launching software products, and with software design and architecture.
Experience with ML/AI algorithms and tools, deep learning and/or natural language processing.

Preferred qualifications:
Master's degree or PhD in Computer Science or related technical field.
Experience in a technical leadership role.
Experience developing accessible technologies.
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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
Meta is building the Metaverse, the "spatial internet" where immersive virtual worlds will coexist with the real world. Augmented and Mixed reality will transform the way people come together to interact, work and play. By developing new hardware and software products capable of understanding the real world and the user within their environment, we aim to make it possible for people to interact with content in their environment and share it with others.

Our Reality Labs division explores, develops and delivers cutting-edge technologies that serve as the foundations for the Metaverse and other future Reality Labs products, such as Oculus headsets, future AR glasses and our FB Family of Apps (Messenger, Instagram, WhatsApp). From Visual Localization, SLAM, 3D reconstruction, Context/Semantic Understanding, Mapping, Tracking, and Sensor Fusion, our team is focused on taking new technologies from early concept to the product level while iterating, prototyping, and realizing the human value and new experiences they open up.
Computer Vision Engineer (Leadership) - Reality Labs Responsibilities
Lead the design and development of novel computer vision and/or, machine learning algorithms in areas such as: real-time scene and object tracking, reconstruction and understanding, as well as, segmentation, face tracking, body tracking, key point estimation, depth sensing, generative approaches such as GANs, 3D stereo and volumetric reconstruction, avatars, reconstructions and virtual try-ons
Play a critical role in the definition and execution of long-term roadmaps in partnership and cross functional organizations in computer vision, machine learning, graphics, sensors, optics, and silicon
Lead and collaborate with multidisciplinary engineering and research teams to develop technologies from early exploration and incubation to production
Be a go-to person to escalate the most complex online / production performance and evaluation issues that require an in depth knowledge
Develop prototypes for future VR/AR/MR experiences, drive continued development, and integrate robust solutions into products
Participate in cutting edge research in computer vision that can be applied to AR/VR product development
Define projects for other engineers to possibly solve and achieve impact based on your direction
Requirements:
Minimum Qualifications
Prototyping and engineering experience in at least one relevant specialization area in either Computer Graphics, Computer Vision or Machine Learning: SLAM, State Estimation, Sensor Fusion, Generative models such as GANs, Pose estimation: Body, Facial, Hand or Eye Tracking, Dense 3D reconstruction, Object detection, segmentation and tracking Scene understanding/Semantic Segmentation, Photorealistic rendering, Factory, HW, Camera or Online Calibration, Visual search and contextual or multimodal AI.
BSc degree in Computer Graphics, Computer Science, Computer Vision, Machine Learning, or related technical field
Experience in driving large cross-functional company-wide or industry-wide engineering efforts
Experience in mentoring and influencing senior engineers across organizations
Experience communicating and working across functions to drive solutions
Preferred Qualifications
MSc or PhD degree in Computer Graphics, Computer Science, Computer Vision, Machine Learning, Robotics or related technical field.
Industry experience working on projects such as: real-time SLAM and 3D reconstruction, sensor fusion and active depth sensing, object and body tracking and pose estimation, and/or image processing. Image and/or semantic segmentation, 2D and 3D key point estimation and surface reconstruction, depth estimation, visual search or contextual AI, generative AI, or photorealistic rendering
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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 :)
4 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
At Similarweb, we are revolutionizing the way businesses interact with the digital world by revealing to them everything that happens online.

Our unique data and solutions empower over 4,300 customers globally, including industry giants like Google, eBay, and Adidas, to make game-changing decisions that drive their digital strategies.

In 2021, we went public on the New York Stock Exchange, and we continue to reach new heights! Come work alongside Similarwebbers across the globe who are bright, curious, practical and good people.



Were looking for a Senior Big Data Engineer in the Data Collection Ingest team to contribute to the design and coding of Similarwebs data ingestion services. This role involves working as part of a team that handles millions of requests per minute across hundreds of servers, processing billions of events each day.

This role will report to the R&D Director of Data Collection.

Why is this role so important at Similarweb?

As the most trusted platform for measuring online behavior, millions of people rely on Similarwebs insights daily as the ground truth for their knowledge of the digital world. Producing these insights requires large scale raw data to be ingested reliably in high scale to provide stable signals for analysis.

As a Data/Server Developer you will have the opportunity to perform hands-on work and own Similarwebs raw data ingestion pipeline end-to-end. Your work will have a direct impact on the quality and reliability of our data and the insights that our products are delivering to our customers.

So, what will you be doing all day?

Your role as Data/Server Developer of the Ingest Data Collection team means your daily responsibilities may include:

Design, code and manage end-to-end Similarwebs data ingestion pipelines, both online and offline.
Run the production environment by monitoring availability and taking a holistic view of system health and data quality.
Own data infrastructure features from design to production using industry best practices with focus on quality and delivery.
Lead designs & decision-making processes of the team.
Solve diverse complex problems of scale, performance and business logic.
Collaborate with product managers and other team leaders to plan, nurture, and implement an efficient and effective development process.
Continuously learn and evaluate new technologies in the everlasting effort to perfect our products
Perform code reviews, evaluate implementations, and provide feedback about potential improvements.
Improve your skills, learn from and mentor top-notch engineers and enrich other team members.
Have lots of fun!
Requirements:
This is the perfect job for someone who:

5+ years of experience in developing code for big data infrastructure. Actual hands-on programming experience using Scala/Java
2+ years of experience in server-side development with at least one of the languages NodeJs/Python
Proven experience working with high scale on AWS or any other cloud provider. Experience in architecture and design of large-scale and high performance web production systems.
Bsc. in computer science or equivalent experience.
Comfortable taking challenges and learning new technologies.
Excellent communication skills with the ability to provide constant dialog between teams.
Ability to take business requirements and translate them to technical alternatives by performing risk management and evaluating tradeoffs.
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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 :)
4 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is a leading digital intelligence platform, empowering over 4300 global customers with data-driven insights, competitive benchmarks, and strategic analysis. Since going public on the NYSE in 2021, Similarweb continues to innovate and expand, supporting companies like Google, eBay, and Adidas in their digital strategies.

We are seeking a skilled Senior Data/ Backend Engineer to design and implement complex, high-scale systems that retrieve, process, and analyze data from the digital world. This role involves developing and maintaining backend infrastructure, creating robust data pipelines, and ensuring the seamless operation of data-driven products and services.



Key Responsibilities:

- Design and build high-scale systems and services to support data infrastructure and production systems.

- Develop and maintain data processing pipelines using technologies such as PySpark, Hadoop, and Databricks.

- Implement dockerized high-performance microservices and manage their deployment.

- Monitor and debug backend systems and data pipelines to identify and resolve bottlenecks and failures.

- Work collaboratively with data scientists, analysts, and other engineers to develop and maintain data-driven solutions.

- Ensure data is ingested correctly from various sources and is processed efficiently.
Requirements:
- BSc degree in Computer Science or equivalent practical experience.

- At least 4+ years of server-side software development experience in languages such as Python, Java, Scala, or Go.

- Experience with Big Data technologies like Hadoop, Spark, Databricks, and Airflow.

- Familiarity with cloud environments such as AWS or GCP and containerization technologies like Docker and Kubernetes.

- Strong problem-solving skills and ability to learn new technologies quickly.

- Excellent communication skills and ability to work in a team-oriented environment.



Nice to Have:

- Experience with web scraping technologies.

- Familiarity with Microservices architecture and API development.

- Knowledge of databases like Redis, PostgreSQL, and Firebolt.
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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
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
Write and test product or system development code.
Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies.
Review code developed by other developers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.
Requirements:
Minimum qualifications:
Bachelors degree or equivalent practical experience.
5 years of experience with software development in one or more programming languages, and with data structures/algorithms.
5 years of experience with Natural Language Processing or Large Language Models.
3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.
Experience with ML/AI algorithms and tools, deep learning or natural language processing.
Experience contributing to Natural Language Processing or Large Language Model research, including publishing at conferences (e.g., ACL, EMNLP, COLING, neurIPS, ICML).

Preferred qualifications:
Master's degree or PhD in Computer Science or related technical field.
Experience in a technical leadership role.
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דיווח על תוכן לא הולם או מפלה
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שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
1 ימים
ironSource
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a skilled Product Manager to lead our ML efforts. This position plays a crucial role in steering the creation and implementation of our ML products, generating valuable insights that will influence our product roadmap, and uncovering opportunities. The perfect candidate will possess a solid expertise in data science, and product management, with a special emphasis on utilizing data-driven insights and machine learning models to deliver impactful products.

What you'll be doing

Have complete ownership of your products and oversee the entire lifecycle, from ideation to implementation
Shape the vision and roadmap for the products under your purview
Gather and analyze feedback from a wide range of stakeholders to refine requirements and identify opportunities to make sure your team is always working on the most impactful things
Work closely with Engineering, Data Science, business, and operational teams throughout the organization to ensure timely and top-notch product releases
Requirements:
What we're looking for

3+ years of proven experience in product management for an ML product
Data Savvy with a strong background in data analysis
Proven experience of successfully launching and managing complex products and effectively working with cross-functional teams
Excellent communication skills
Excellent people skills
You might also have

Experience in recommendation systems
Experience in ad tech
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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 :)
4 ימים
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is a leading digital intelligence platform, empowering over 4300 global customers with data-driven insights, competitive benchmarks, and strategic analysis. Since going public on the NYSE in 2021, Similarweb continues to innovate and expand, supporting companies like Google, eBay, and Adidas in their digital strategies.

We are seeking a skilled Senior Data/ Backend Engineer to design and implement complex, high-scale systems that retrieve, process, and analyze data from the digital world. This role involves developing and maintaining backend infrastructure, creating robust data pipelines, and ensuring the seamless operation of data-driven products and services.


Key Responsibilities:

- Design and build high-scale systems and services to support data infrastructure and production systems.

- Develop and maintain data processing pipelines using technologies such as PySpark, Hadoop, and Databricks.

- Implement dockerized high-performance microservices and manage their deployment.

- Monitor and debug backend systems and data pipelines to identify and resolve bottlenecks and failures.

- Work collaboratively with data scientists, analysts, and other engineers to develop and maintain data-driven solutions.

- Ensure data is ingested correctly from various sources and is processed efficiently.
Requirements:
- BSc degree in Computer Science or equivalent practical experience.

- At least 4+ years of server-side software development experience in languages such as Python, Java, Scala, or Go.

- Experience with Big Data technologies like Hadoop, Spark, Databricks, and Airflow.

- Familiarity with cloud environments such as AWS or GCP and containerization technologies like Docker and Kubernetes.

- Strong problem-solving skills and ability to learn new technologies quickly.

- Excellent communication skills and ability to work in a team-oriented environment.

Nice to Have:

- Experience with web scraping technologies.

- Familiarity with Microservices architecture and API development.

- Knowledge of databases like Redis, PostgreSQL, and Firebolt.
.המשרה מיועדת לנשים ולגברים כאחד
 
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הגשת מועמדות
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80426
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