דרושים » בוגרי יחידות טכנולוגיות/אקדמיה » CPU Workload Analysis Researcher, PhD Graduate, Google Cloud

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לפני 10 שעות
Location: Haifa and Tel Aviv-Yafo
Job Type: Full Time
Be part of a team that pushes boundaries, developing custom silicon solutions that power the future of Google's direct-to-consumer products. You'll contribute to the innovation behind products loved by millions worldwide. Your expertise will shape the next generation of hardware experiences, delivering unparalleled performance, efficiency, and integration.
As a CPU Workload Analysis Researcher within Google Cloud's MSCA organization, you will be integral to developing silicon solutions powering Google's direct-to-consumer products. You will join a Research and Development team focused on analyzing and profiling workloads requirements within the Google Cloud environment. Your role will involve conducting in-depth research on CPU optimization, feature development, and ML usages over compute platforms, contributing to identifying key areas of investment and future opportunities. This role offers a unique opportunity to perform groundbreaking research with a significant impact on both research methodologies and industry products, within the server chip architecture team. Your work will directly influence the next generation of hardware experiences for millions of Google users and Cloud customers.

The ML, Systems, & Cloud AI (MSCA) organization at Google designs, implements, and manages the hardware, software, machine learning, and systems infrastructure for all Google services (Search, YouTube, etc.) and Google Cloud. Our end users are Googlers, Cloud customers and the billions of people who use Google services around the world.

We prioritize security, efficiency, and reliability across everything we do - from developing our latest TPUs to running a global network, while driving towards shaping the future of hyperscale computing. Our global impact spans software and hardware, including Google Clouds Vertex AI, the leading AI platform for bringing Gemini models to enterprise customers.

Responsibilities
Plan and execute detailed analysis of CPU workloads within the Google Cloud infrastructure, analyze trends and map future requirements.
Collaborate closely with architecture and modeling owners to understand design specifications and identify critical scenarios related to CPU performance and efficiency.
Develop and implement custom workload generation tools and methodologies to simulate real-world usage patterns on Google Cloud platforms.
Analyze the impact of machine learning applications on CPU usage, identifying opportunities for optimization and feature enhancements.
Lead the investigation and development of metrics to measure CPU performance and efficiency, presenting findings to stakeholders and contributing to strategic decisions.
Requirements:
Minimum qualifications:
PhD in Electrical and Electronics Engineering, or equivalent practical experience.
2 years of experience with software development in C++ programming language.
1 years of experience with data structures or algorithms.

Preferred qualifications:
Experience in performance modeling, performance analysis, and workload characterization.
Experience applying machine learning techniques and inference usage models on hardware.
Expertise in CPU architecture disciplines such as branch prediction, prefetching, value prediction, and caching policies.
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לפני 10 שעות
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.

In this role, you will work with system teams and the CPU Architecture team to develop an understanding of the CPU, System on a Chip (SoC), performance metrics, benchmarks/measuring tools, and available optimization knobs. You will define methods and technologies to model CPU performance at different accuracy levels by supporting architectural explorations and decision-making. You will correlate performance projections with measured post-silicon data.The ML, Systems, & Cloud AI (MSCA) organization at Google designs, implements, and manages the hardware, software, machine learning, and systems infrastructure for all Google services (Search, YouTube, etc.) and Google Cloud. Our end users are Googlers, Cloud customers and the billions of people who use Google services around the world.

We prioritize security, efficiency, and reliability across everything we do - from developing our latest TPUs to running a global network, while driving towards shaping the future of hyperscale computing. Our global impact spans software and hardware, including Google Clouds Vertex AI, the leading AI platform for bringing Gemini models to enterprise customers.
Responsibilities
Write product or system development code.
Design, develop, test, deploy, maintain, and improve Central Processing Unit (CPU) software modeling and other software tools.
Manage project priorities, deadlines, and deliverables.
Collaborate with hardware and software CPU architecture teams, SOC performance modeling team, and other Google Software teams.
Requirements:
Minimum qualifications:
Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, or equivalent practical experience.
2 years of experience with software development in C++ programming language, or 1 year of experience with an advanced degree.
2 years of experience with data structures or algorithms.

Preferred qualifications:
Masters degree or PhD in Engineering, Computer Science, or a related technical field.
Experience in modern CPU/ML architecture and micro-architecture.
Ability to learn coding languages as needed.
Excellent object-oriented, database design, and SQL skills.
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לפני 10 שעות
Google Israel
Location: Tel Aviv-Yafo and Haifa
Job Type: Full Time and Entry Level Academic Jobs
Be part of a team that pushes boundaries, developing custom silicon solutions that power the future of Google's direct-to-consumer products. You'll contribute to the innovation behind products loved by millions worldwide. Your expertise will shape the next generation of hardware experiences, delivering unparalleled performance, efficiency, and integration.
The ML, Systems & Cloud AI (MSCA) organization at Google designs, implements, and manages the hardware, software, machine learning, and systems infrastructure for all Google services (Search, YouTube, etc.) and Google Cloud. Our end users are Googlers, Cloud customers and the billions of people who use Google services around the world.

We prioritize security, efficiency, and reliability across everything we do - from developing our latest TPUs to running a global network, while driving towards shaping the future of hyperscale computing. Our global impact spans software and hardware, including Google Clouds Vertex AI, the leading AI platform for bringing Gemini models to enterprise customers.

Responsibilities
Contribute to CPU frontend designs, emphasizing on microarchitecture and RTL design for the next generation CPU.
Propose performance enhancing microarchitecture features with efficiency in mind. Work with architects and performance teams for trade-off studies. Communicate pros and cons of microarchitecture enhancements. Facilitate final decision making.
Deliver designs meeting Power, performance, and area (PPA) goals with production quality.
Become familiar with techniques for at least one processor functional block. Interpret the techniques into design constructs and languages in order to provide guidance to and participate in the performance modeling effort.
Requirements:
Minimum qualifications:
PhD degree Electrical Engineering or Computer Science, or equivalent practical experience.
Experience digital logic at Register Transfer Level (RTL) level using SystemVerilog or VHDL.

Preferred qualifications:
Experience in Design/microarchitecture.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 10 שעות
Google Israel
Location: Tel Aviv-Yafo and Haifa
Job Type: Full Time
Be part of a team that pushes boundaries, developing custom silicon solutions that power the future of Google's direct-to-consumer products. You'll contribute to the innovation behind products loved by millions worldwide. Your expertise will shape the next generation of hardware experiences, delivering unparalleled performance, efficiency, and integration.
The ML, Systems, & Cloud AI (MSCA) organization at Google designs, implements, and manages the hardware, software, machine learning, and systems infrastructure for all Google services (Search, YouTube, etc.) and Google Cloud. Our end users are Googlers, Cloud customers and the billions of people who use Google services around the world.

We prioritize security, efficiency, and reliability across everything we do - from developing our latest TPUs to running a global network, while driving towards shaping the future of hyperscale computing. Our global impact spans software and hardware, including Google Clouds Vertex AI, the leading AI platform for bringing Gemini models to enterprise customers.

Responsibilities
Define the SoC/block level design document such as interface protocol, block diagram, transaction flow, pipeline, etc.
Perform Register-Transfer Level (RTL) development (e.g., coding and debug in Verilog, System Verilog), function/performance simulation debug and Lint/Cyber Defense Center/Formal Verification/Unified Power Format checks.
Participate in synthesis, timing/power closure, and Application-specific integrated circuit (ASIC) silicon bring-up.
Participate in test plan and coverage analysis of the block and SOC-level verification.
Communicate and work with multi-disciplined and multi-site teams.
Requirements:
Minimum qualifications:
Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, or a related field, or equivalent practical experience.
3 years of experience with digital logic design principles, Register-Transfer Level (RTL) design concepts, and languages such as Verilog or System Verilog.
Experience with logic synthesis techniques to optimize Register-Transfer Level (RTL) code, performance and power as well as low-power design techniques.
Experience in logic design and debug with Design Verification (DV).

Preferred qualifications:
Experience with design sign off and quality tools (e.g., Lint, Cyber Defense Center (CDC), etc.).
Experience with a scripting language like Python or Perl.
Knowledge in one of these areas, PCIe, UCIe, DDR, AXI, ARM processors family.
Knowledge of SOC architecture and assertion-based formal verification.
Knowledge of high performance and low power design techniques.
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לפני 11 שעות
Google Israel
Location: Tel Aviv-Yafo and Haifa
Job Type: Full Time
About the job
Be part of a team that pushes boundaries, developing custom silicon solutions that power the future of Google's direct-to-consumer products. You'll contribute to the innovation behind products loved by millions worldwide. Your expertise will shape the next generation of hardware experiences, delivering unparalleled performance, efficiency, and integration.
Behind everything our users see online is the architecture built by the Technical Infrastructure team to keep it running. From developing and maintaining our data centers to building the next generation of Google platforms, we make Google's product portfolio possible. We're proud to be our engineers' engineers and love voiding warranties by taking things apart so we can rebuild them. We keep our networks up and running, ensuring our users have the best and fastest experience possible.

Responsibilities
Define, develop, and execute post-silicon validation content on both pre-silicon and real silicon platforms.
Drive silicon from being a chip towards becoming a product.
Debug and investigate issues along cross-functional teams such as Firmware, Software, Design, DV, - ARCH and multiple production teams.
Provide a quality functional coverage for Google designs.
Requirements:
Minimum qualifications:
Bachelor's degree in Electrical/Computer Engineering, Computer Science, related field, or equivalent practical experience.
5 years of experience in silicon bring-up, functional validation, characterizing, and qualifying silicon.
Experience in C/C++, and with functional tests for silicon validation or developing firmware/embedded software.
Experience with SoC architecture, including boot processes and flows.
Experience with AArch64 architecture, ARMs exception model, and memory management concepts.

Preferred qualifications:
Experience with bare-metal applications and random instruction testing tools.
Experience with Linux kernel (building and configuring Linux kernels for embedded systems), and understanding of kernel internals: virtual memory, interrupt handling, device drivers, etc.
Experience with scripting (e.g. Python) for automation development.
Experience with hardware prototyping, including hardware/software integration (e.g., pre-silicon use of emulation, software-based test, and diagnostics development).
Experience with board schematics, layout, and debug methodologies using lab equipment.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 11 שעות
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.

The Google Identity and Engagement team plays a critical role in extracting insights from identity and account-related user interactions, such as sign-in, security/privacy settings, user consents, and account protection, with the goal of making Google accounts trustworthy, secure and accessible.The Core team builds the technical foundation behind Googles flagship products. We are owners and advocates for the underlying design elements, developer platforms, product components, and infrastructure at Google. These are the essential building blocks for excellent, safe, and coherent experiences for our users and drive the pace of innovation for every developer. We look across Googles products to build central solutions, break down technical barriers and strengthen existing systems. As the Core team, we have a mandate and a unique opportunity to impact important technical decisions across the company.
Responsibilities
Write 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).
Develop large scale analytics and experimentation tools and pipelines, to extract insights from identity and account-related user interactions, such as sign-in, security and privacy settings, and account protection, with the goal of making Google accounts trustworthy, secure and accessible.
Requirements:
Minimum qualifications:
Bachelors degree or equivalent practical experience.
2 years of experience with software development or 1 year of experience with an advanced degree in an industry setting.
2 years of experience with data structures or algorithms.
2 years of experience with developing large-scale infrastructure, distributed systems or networks, or experience with compute technologies, storage or hardware architecture.

Preferred qualifications:
Experience working with large datasets.
Experience with analytics, metrics, and experimentation methodologies.
Experience with large scale pipelines.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 10 שעות
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.

The Core team builds the technical foundation behind Googles flagship products. We are owners and advocates for the underlying design elements, developer platforms, product components, and infrastructure at Google. These are the essential building blocks for excellent, safe, and coherent experiences for our users and drive the pace of innovation for every developer. We look across Googles products to build central solutions, break down technical barriers and strengthen existing systems. As the Core team, we have a mandate and a unique opportunity to impact important technical decisions across the company.

Responsibilities
Create helpful user-facing channels and cross-product experiences which drive ecosystem adoption, and add value to users across iOS, Android and desktop.
Build native iOS offering, including rich experiences on iPhones focused on increasing engagement with Google products and features and incorporating the latest trends in iOS development and capabilities into Googles apps.
Increase effectiveness of existing products, improving data analytics pipelines, ML capabilities, experimentation capabilities, alerting, and campaign management.
Improve products through UX improvement, improving latency and product quality, and experimentation related to content improvement.
Focus on iOS technologies which may also include some server-side work, including processing and analyzing data in order to draw metrics-focused conclusions.
Requirements:
Minimum qualifications:
Bachelor's degree or equivalent practical experience.
5 years of experience with software development in one or more programming languages, and data structures/algorithms.
3 years of experience testing, maintaining, or launching software products, and 1 year of experience with large-scale application design and architecture.

Preferred qualifications:
Master's degree or PhD in Computer Science or a related technical field.
3 years of experience with iOS application development.
3 years of experience with Swift or Objective-C.
1 year of experience in a technical leadership role.
Experience developing accessible technologies.
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דיווח על תוכן לא הולם או מפלה
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 11 שעות
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.

Google Cloud accelerates every organizations ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Googles cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.

Responsibilities
Design, develop, test, and deploy software solutions using Java and Go.
Contribute to the development and maintenance, and collaborate with other engineers on the team to build and enhance Datastream Connectivity features.
Develop and implement solutions for Data Validation within the migration and replication pipelines and working on cross-product features within the control plane, ensuring integration, and functionality.
Troubleshoot and resolve production issues related to the team's responsibilities in the Control and Connect domain, and contribute to the team's technical design and architecture discussions related to the control plane and connectivity.
Stay up-to-date with the latest technologies and trends in data migration, replication, cloud computing, and in control plane and connectivity solutions.
Requirements:
Minimum qualifications:
Bachelors degree or equivalent practical experience.
1 year of experience with software development in one or more programming languages (e.g., Python, C, C++, Java, JavaScript).
1 year of experience with data structures or algorithms.

Preferred qualifications:
Experience with Google Cloud Platform (GCP) services.
Experience with data migration, replication, or data integration concepts.
Experience with RESTful APIs and microservices architecture.
Experience with the GO programming language.
Experience with control plane development or distributed systems.
Knowledge of SaaS (Software as a Service) and cloud computing concepts.
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מה השם שלך?
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 11 שעות
Google Israel
Location: Haifa
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.The Core team builds the technical foundation behind Googles flagship products. We are owners and advocates for the underlying design elements, developer platforms, product components, and infrastructure at Google. These are the essential building blocks for excellent, safe, and coherent experiences for our users and drive the pace of innovation for every developer. We look across Googles products to build central solutions, break down technical barriers and strengthen existing systems. As the Core team, we have a mandate and a unique opportunity to impact important technical decisions across the company.
Responsibilities
Write 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.
2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.

Preferred qualifications:
2 years of experience with data structures or algorithms.
Experience with applied Artificial Intelligence (AI).
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3 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.
We are looking for a Data Engineer 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:
Bachelor's 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 including Spark, EMR and Airflow.
Experience with containerization/orchestration platforms such as Docker and Kubernetes.
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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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 11 שעות
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. The Core team builds the technical foundation behind Googles flagship products. We are owners and advocates for the underlying design elements, developer platforms, product components, and infrastructure at Google. These are the essential building blocks for excellent, safe, and coherent experiences for our users and drive the pace of innovation for every developer. We look across Googles products to build central solutions, break down technical barriers and strengthen existing systems. As the Core team, we have a mandate and a unique opportunity to impact important technical decisions across the company.
Responsibilities
Create helpful user-facing channels and cross-product experiences which drive ecosystem adoption, and add value to users, across iOS, Android and desktop.
Explore new initiatives and improvements on how to get users more engaged with Google products and features.
Scope or create new user facing Growth initiatives, related to users onboarding, education, and better connecting the Google Ecosystem.
Increase robustness of the existing products, improving data analytics pipelines and analytics, ML capabilities, better experimentation capabilities, platformizations, alerting, and improving campaigns management.
Improve and scale products by UX improvement, increase latency and products quality, content improvement and experimentation.
Requirements:
Minimum qualifications:
Bachelors degree or equivalent practical experience.
2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.
2 years of experience with data structures or algorithms.

Preferred qualifications:
Experience with Kotlin, Java, TypeScript or JavaScript.
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