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Research Intern - Systems for Reliable and Scalable AI Agents at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Research, Collaboration, Networking, Ai Systems, Original Research Agenda, Interpersonal Skills, Cross Group Collaboration, Cross Culture Collaboration, Creative Solutions, Innovative Solutions
Specialization
Candidates must be currently enrolled in a PhD program in Computer Science or a related STEM field. They should have experience in building scalable and reliable AI systems and demonstrate the ability to develop an original research agenda.
Senior Product Manager--Azure Speech at Microsoft
Hyderabad, Telangana, India - Full Time
Skills Needed
Product Vision, Product Strategy, Llm Model Fine Tuning, Multilingual Speech, Customer Engagement, Roadmap Prioritization, Problem Solving, Product Quality, Ai Excellence, Stakeholder Management
Specialization
A minimum of a Bachelor's degree in Computer Science or a related field is required. Equivalent alternative education, skills, and/or practical IT work experience will also be considered.
Experience Required
Minimum 5 year(s)
Principal Software Engineer at Microsoft
Bengaluru, karnataka, India - Full Time
Skills Needed
Backend Systems Design, Object Oriented Programming, C#, Java, Python, Node.Js, Scalable Services, Cloud Native Architecture, Microservices, Sql Databases, Nosql Databases, Restful Apis, Ci/Cd Pipelines, Incident Management, Ai/Ml Pipelines, Responsible Ai Principles
Specialization
Bachelor's or Master's degree in Computer Science, Engineering, or a related field, with 10+ years of experience in backend systems design and development. Proven expertise in object-oriented programming and a deep understanding of algorithms, data structures, and cloud-native architecture.
Experience Required
Minimum 10 year(s)
Principal Software Engineer at Microsoft
Belgrade, Central Serbia, Serbia - Full Time
Skills Needed
Software Engineering, Data Analytics, Query Execution, Data Caching, Data Movement, Collaboration, Mentoring, Problem Solving, Scalability, High Impact Solutions
Specialization
Passionate about solving deep technical problems and collaborating across teams. Experience in mentoring others is also desired.
Experience Required
Minimum 10 year(s)
Principal Data Scientist, Minecraft at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Data Science, Machine Learning, Ai, Recommender Systems, Search Algorithms, Software Engineering, Representation Learning, Evaluation Methods, Mlops, Real Time Serving Architectures, Nlp, Predictive Modeling, Deep Learning, Reinforcement Learning, Statistical Techniques, Github
Specialization
Candidates must have a doctorate or master's degree in a relevant field with extensive experience in data science. Expertise in AI/ML, recommender systems, and software engineering practices is essential.
Experience Required
Minimum 10 year(s)
Member of Technical Staff - Multimodal - MAI Superintelligence Team at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Deep Learning, Large Scale Distributed Systems, Scalable Architectures, Data Driven Decision Making, Ai Systems, Model Architectures, Data Engineering, Multimodal Models, Cloud Environments, Machine Learning Frameworks, Prompt Engineering, Safety Aligned Evaluation, Technical Documentation, Cross Functional Collaboration, Innovation, Scientific Analysis
Specialization
Candidates should have a Bachelor's or Master's degree in a relevant field and significant technical engineering experience, particularly in coding and large-scale AI systems. Preferred qualifications include expertise in data engineering for foundation models and cross-functional collaboration.
Experience Required
Minimum 10 year(s)
Software Engineer II at Microsoft
Vancouver, British Columbia, Canada - Full Time
Skills Needed
C, C++, C#, Java, Javascript, Python, Web Application Development, Typescript, Html, Css, React, Vue, Angular, Technical Leadership, User Experience, Problem Solving
Specialization
A Bachelor's Degree in Computer Science or related field with 2+ years of technical engineering experience is required. Candidates should have expertise in web application development and a passion for delivering high-performance user experiences.
Experience Required
Minimum 2 year(s)
Field Product Marketing: Spring Co-Op Opportunities at Microsoft
Toronto, Ontario, Canada - Full Time
Skills Needed
Product Advocacy, Market Knowledge, Technical Expertise, Project Management, Communication Skills, Analytical Skills, Presentation Skills, Strategic Planning, Go To Market Strategy, Collaboration, Problem Solving, Customer Understanding, Stakeholder Management, Accountability, Creativity, Results Orientation
Specialization
Candidates must be pursuing a bachelor's degree in a relevant field and have at least one additional quarter or semester of school remaining after the internship. Preferred qualifications include problem-solving skills and the ability to manage complex projects.
Senior Software Engineer at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Software Engineering, Ai Technologies, Cloud Computing, Microservices, Distributed Systems, Data Analytics, C#, Java, Javascript, Python, C++, Extensibility Features, Conversational Ai, Ci/Cd, Quality Assurance, Performance Improvement, Scalability
Specialization
A Bachelor's Degree in Computer Science or related field is required, along with 4+ years of technical engineering experience in relevant programming languages. Experience in designing and managing high-scale full-stack systems and knowledge of AI and cloud-based architectures is also necessary.
Experience Required
Minimum 5 year(s)
Software Engineer at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
C, C++, C#, Java, Javascript, Python, Generative Ai, Ai, Saas, Azure, Ci/Cd, Observability, Operational Excellence, Software Development, Large Language Models, Scalable Systems, Data Driven Solutions
Specialization
Candidates must have a Bachelor's Degree in Computer Science or a related field, or equivalent experience, along with proven coding experience in languages such as C++, C#, Python, or Java. Preferred qualifications include 2+ years of technical engineering experience and familiarity with Azure components and services.
Experience Required
Minimum 2 year(s)
Software Engineer at Microsoft
, , United States - Full Time
Skills Needed
Go, Python, Kubernetes, Linux, Cloud Native Development, Open Source Technologies, C, C++, C#, Java, Javascript, Restful Services, Microsoft Azure, Aws, Site Reliability Engineering, Problem Solving, Debugging
Specialization
Candidates must have a Bachelor's Degree in Computer Science or equivalent experience, with proven coding skills in multiple programming languages. Experience with Kubernetes and cloud platforms is also required.
Experience Required
Minimum 2 year(s)
Group Finance Manager, Industry Solution Delivery Americas at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Financial Analysis, Accounting, Controllership, Finance, Business Administration, Data Science, Risk Management, Decision Support, Stakeholder Collaboration, P&L Management, Budgeting, Forecasting, Commercial Issues, Optimization, Technology Industry Experience, Multinational Experience
Specialization
Candidates must have a Bachelor's or Master's degree in a relevant field and significant experience in financial analysis or related roles. Experience in the technology industry and multinationals is preferred.
Experience Required
Minimum 10 year(s)
Group Finance Manager, Industry Solution Delivery Americas at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Financial Analysis, Accounting, Controllership, Finance, Business Administration, Data Science, Stakeholder Collaboration, Risk Management, Budgeting, Forecasting, Commercial Issues, Optimization, Technology Industry Experience, Matrix Organization Experience, Multinational Experience, Professional Services Experience
Specialization
Candidates must have a Bachelor's or Master's degree in a relevant field along with significant experience in financial analysis and related roles. Experience in the technology industry and working in matrix-based organizations is also required.
Experience Required
Minimum 10 year(s)
Senior Software Engineer - GenAI at Microsoft
, , Romania - Full Time
Skills Needed
Software Engineering, Large Language Models, Prompt Engineering, Model Configuration, Cloud Native Applications, Distributed Systems, C, C++, C#, Java, Javascript, Python, Go, Observability, Cost Control, Post Production Support
Specialization
Candidates should have a Bachelor's or Master's degree in Computer Science or a related field, along with hands-on experience with Large Language Models and coding in various programming languages. Proven experience in designing cloud-native applications and distributed systems is also required.
Experience Required
Minimum 5 year(s)
Director Business Planning at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Licensing Strategy, Business Planning, Team Leadership, Analytical Skills, Strategic Thinking, Executive Communications, Operational Excellence, Collaboration, Marketing, Sales, Finance, Corporate Development, Diversity And Inclusion, Coaching, Customer Experience, Monetization Strategies
Specialization
Candidates should have 10+ years of relevant experience in product management, strategy consulting, finance, or related fields. A minimum of 7 years of people management experience is also required.
Experience Required
Minimum 10 year(s)
Principal UX Memory Architect at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Memory Architecture, Performance Tuning, Memory Profiling, Heap Analysis, Frontend Development, React, Typescript, C, C++, C#, Java, Javascript, Python, Telemetry Innovation, Cross Team Collaboration, Mentoring
Specialization
Candidates must have a Bachelor's Degree in Computer Science or a related field and at least 6 years of technical engineering experience. Experience in frontend development with React and TypeScript, as well as memory profiling and performance tuning, is also required.
Experience Required
Minimum 10 year(s)
Services Account Executive at Microsoft
Houston, Texas, United States - Full Time
Skills Needed
Sales, Consulting, Cloud Adoption, Stakeholder Management, Customer Relationship Management, Business Strategy, Negotiation, Account Management, Market Analysis, Risk Management, Digital Transformation, Team Collaboration, Lead Qualification, Contract Management, Customer Feedback, Technology Solutions
Specialization
Candidates must have a Bachelor's Degree and at least 4 years of industry sales experience or 6 years of equivalent experience. Additionally, 2 years of consulting solution sales experience is required.
Experience Required
Minimum 5 year(s)
Digital Specialist - AI Workforce at Microsoft
Ciudad de México, , Mexico - Full Time
Skills Needed
Sales, Customer Engagement, Ai Solutions, Consultative Selling, Collaboration, Digital Transformation, Account Management, Technical Readiness, Solution Sales, Partner Collaboration, Business Strategy, Forecasting, Customer Insights, Orchestration, Market Research, Stakeholder Management, Value Proposition
Specialization
Candidates must have a Bachelor's Degree in a relevant field and at least 3 years of technology-related sales or account management experience. Preferred qualifications include additional years of experience and solution sales or consulting services experience.
Experience Required
Minimum 5 year(s)
Software Engineer - CTJ - TS/SCI at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Distributed Systems, Ai Services, C, C++, C#, Java, Javascript, Python, Cloud Platforms, Containerization, Orchestration, Docker, Kubernetes, Observability Tools, Collaboration Skills, Troubleshooting
Specialization
Candidates must have a Bachelor's Degree in Computer Science or a related technical discipline, with proven experience in coding. An active TS/SCI security clearance is required, along with the ability to meet Microsoft and government security screening requirements.
Experience Required
Minimum 2 year(s)
Principal Software Engineer at Microsoft
Warsaw, Masovian Voivodeship, Poland - Full Time
Skills Needed
C, C++, C#, Java, Javascript, Python, Distributed Systems, Cloud Services, Security, Compliance, Infrastructure, Devops, Monitoring, Observability, Technical Leadership, Project Management
Specialization
A Bachelor's Degree in Computer Science or a related field is required, along with extensive technical engineering experience in coding. Strong experience in designing and operating large-scale distributed cloud services is also necessary.
Experience Required
Minimum 10 year(s)
Research Intern - Systems for Reliable and Scalable AI Agents at Microsoft
Redmond, Washington, United States -
Full Time

Start Date

Immediate

Expiry Date

18 Feb, 26

Salary

0.0

Posted On

20 Nov, 25

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Research, Collaboration, Networking, AI Systems, Original Research Agenda, Interpersonal Skills, Cross-Group Collaboration, Cross-Culture Collaboration, Creative Solutions, Innovative Solutions

Industry

Software Development

Description
Research Interns put inquiry and theory into practice. Alongside fellow doctoral candidates and some of the world's best researchers, Research Interns learn, collaborate, and network for life. Research Interns not only advance their own careers, but they also contribute to exciting research and development strides. During the 12-week internship, Research Interns are paired with mentors and expected to collaborate with other Research Interns and researchers, present findings, and contribute to the vibrant life of the community. Research internships are available in all areas of research, and are offered year-round, though they typically begin in the summer. Currently enrolled in a PhD program in Computer Science or a related STEM field. In addition to the qualifications below, you'll need to submit a minimum of two reference letters for this position as well as a cover letter and any relevant work or research samples. After you submit your application, a request for letters may be sent to your list of references on your behalf. Note that reference letters cannot be requested until after you have submitted your application, and furthermore, that they might not be automatically requested for all candidates. You may wish to alert your letter writers in advance, so they will be ready to submit your letter. Experience of building scalable and reliable AI systems. Demonstrated ability to develop original research agenda. Ability to collaborate effectively with other researchers and product development teams. Proficient interpersonal skills, cross-group, and cross-culture collaboration. Ability to think unconventionally to derive creative and innovative solutions.
Responsibilities
Research Interns collaborate with fellow doctoral candidates and researchers to advance their careers while contributing to research and development. They are expected to present findings and engage with the community during the internship.
Research Intern - Systems for Reliable and Scalable AI Agents at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Research, Collaboration, Networking, Ai Systems, Original Research Agenda, Interpersonal Skills, Cross Group Collaboration, Cross Culture Collaboration, Creative Solutions, Innovative Solutions
Specialization
Candidates must be currently enrolled in a PhD program in Computer Science or a related STEM field. They should have experience in building scalable and reliable AI systems and demonstrate the ability to develop an original research agenda.
Senior Product Manager--Azure Speech at Microsoft
Hyderabad, Telangana, India - Full Time
Skills Needed
Product Vision, Product Strategy, Llm Model Fine Tuning, Multilingual Speech, Customer Engagement, Roadmap Prioritization, Problem Solving, Product Quality, Ai Excellence, Stakeholder Management
Specialization
A minimum of a Bachelor's degree in Computer Science or a related field is required. Equivalent alternative education, skills, and/or practical IT work experience will also be considered.
Experience Required
Minimum 5 year(s)
Principal Software Engineer at Microsoft
Bengaluru, karnataka, India - Full Time
Skills Needed
Backend Systems Design, Object Oriented Programming, C#, Java, Python, Node.Js, Scalable Services, Cloud Native Architecture, Microservices, Sql Databases, Nosql Databases, Restful Apis, Ci/Cd Pipelines, Incident Management, Ai/Ml Pipelines, Responsible Ai Principles
Specialization
Bachelor's or Master's degree in Computer Science, Engineering, or a related field, with 10+ years of experience in backend systems design and development. Proven expertise in object-oriented programming and a deep understanding of algorithms, data structures, and cloud-native architecture.
Experience Required
Minimum 10 year(s)
Principal Software Engineer at Microsoft
Belgrade, Central Serbia, Serbia - Full Time
Skills Needed
Software Engineering, Data Analytics, Query Execution, Data Caching, Data Movement, Collaboration, Mentoring, Problem Solving, Scalability, High Impact Solutions
Specialization
Passionate about solving deep technical problems and collaborating across teams. Experience in mentoring others is also desired.
Experience Required
Minimum 10 year(s)
Principal Data Scientist, Minecraft at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Data Science, Machine Learning, Ai, Recommender Systems, Search Algorithms, Software Engineering, Representation Learning, Evaluation Methods, Mlops, Real Time Serving Architectures, Nlp, Predictive Modeling, Deep Learning, Reinforcement Learning, Statistical Techniques, Github
Specialization
Candidates must have a doctorate or master's degree in a relevant field with extensive experience in data science. Expertise in AI/ML, recommender systems, and software engineering practices is essential.
Experience Required
Minimum 10 year(s)
Member of Technical Staff - Multimodal - MAI Superintelligence Team at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Deep Learning, Large Scale Distributed Systems, Scalable Architectures, Data Driven Decision Making, Ai Systems, Model Architectures, Data Engineering, Multimodal Models, Cloud Environments, Machine Learning Frameworks, Prompt Engineering, Safety Aligned Evaluation, Technical Documentation, Cross Functional Collaboration, Innovation, Scientific Analysis
Specialization
Candidates should have a Bachelor's or Master's degree in a relevant field and significant technical engineering experience, particularly in coding and large-scale AI systems. Preferred qualifications include expertise in data engineering for foundation models and cross-functional collaboration.
Experience Required
Minimum 10 year(s)
Software Engineer II at Microsoft
Vancouver, British Columbia, Canada - Full Time
Skills Needed
C, C++, C#, Java, Javascript, Python, Web Application Development, Typescript, Html, Css, React, Vue, Angular, Technical Leadership, User Experience, Problem Solving
Specialization
A Bachelor's Degree in Computer Science or related field with 2+ years of technical engineering experience is required. Candidates should have expertise in web application development and a passion for delivering high-performance user experiences.
Experience Required
Minimum 2 year(s)
Field Product Marketing: Spring Co-Op Opportunities at Microsoft
Toronto, Ontario, Canada - Full Time
Skills Needed
Product Advocacy, Market Knowledge, Technical Expertise, Project Management, Communication Skills, Analytical Skills, Presentation Skills, Strategic Planning, Go To Market Strategy, Collaboration, Problem Solving, Customer Understanding, Stakeholder Management, Accountability, Creativity, Results Orientation
Specialization
Candidates must be pursuing a bachelor's degree in a relevant field and have at least one additional quarter or semester of school remaining after the internship. Preferred qualifications include problem-solving skills and the ability to manage complex projects.
Senior Software Engineer at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Software Engineering, Ai Technologies, Cloud Computing, Microservices, Distributed Systems, Data Analytics, C#, Java, Javascript, Python, C++, Extensibility Features, Conversational Ai, Ci/Cd, Quality Assurance, Performance Improvement, Scalability
Specialization
A Bachelor's Degree in Computer Science or related field is required, along with 4+ years of technical engineering experience in relevant programming languages. Experience in designing and managing high-scale full-stack systems and knowledge of AI and cloud-based architectures is also necessary.
Experience Required
Minimum 5 year(s)
Software Engineer at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
C, C++, C#, Java, Javascript, Python, Generative Ai, Ai, Saas, Azure, Ci/Cd, Observability, Operational Excellence, Software Development, Large Language Models, Scalable Systems, Data Driven Solutions
Specialization
Candidates must have a Bachelor's Degree in Computer Science or a related field, or equivalent experience, along with proven coding experience in languages such as C++, C#, Python, or Java. Preferred qualifications include 2+ years of technical engineering experience and familiarity with Azure components and services.
Experience Required
Minimum 2 year(s)
Software Engineer at Microsoft
, , United States - Full Time
Skills Needed
Go, Python, Kubernetes, Linux, Cloud Native Development, Open Source Technologies, C, C++, C#, Java, Javascript, Restful Services, Microsoft Azure, Aws, Site Reliability Engineering, Problem Solving, Debugging
Specialization
Candidates must have a Bachelor's Degree in Computer Science or equivalent experience, with proven coding skills in multiple programming languages. Experience with Kubernetes and cloud platforms is also required.
Experience Required
Minimum 2 year(s)
Group Finance Manager, Industry Solution Delivery Americas at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Financial Analysis, Accounting, Controllership, Finance, Business Administration, Data Science, Risk Management, Decision Support, Stakeholder Collaboration, P&L Management, Budgeting, Forecasting, Commercial Issues, Optimization, Technology Industry Experience, Multinational Experience
Specialization
Candidates must have a Bachelor's or Master's degree in a relevant field and significant experience in financial analysis or related roles. Experience in the technology industry and multinationals is preferred.
Experience Required
Minimum 10 year(s)
Group Finance Manager, Industry Solution Delivery Americas at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Financial Analysis, Accounting, Controllership, Finance, Business Administration, Data Science, Stakeholder Collaboration, Risk Management, Budgeting, Forecasting, Commercial Issues, Optimization, Technology Industry Experience, Matrix Organization Experience, Multinational Experience, Professional Services Experience
Specialization
Candidates must have a Bachelor's or Master's degree in a relevant field along with significant experience in financial analysis and related roles. Experience in the technology industry and working in matrix-based organizations is also required.
Experience Required
Minimum 10 year(s)
Senior Software Engineer - GenAI at Microsoft
, , Romania - Full Time
Skills Needed
Software Engineering, Large Language Models, Prompt Engineering, Model Configuration, Cloud Native Applications, Distributed Systems, C, C++, C#, Java, Javascript, Python, Go, Observability, Cost Control, Post Production Support
Specialization
Candidates should have a Bachelor's or Master's degree in Computer Science or a related field, along with hands-on experience with Large Language Models and coding in various programming languages. Proven experience in designing cloud-native applications and distributed systems is also required.
Experience Required
Minimum 5 year(s)
Director Business Planning at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Licensing Strategy, Business Planning, Team Leadership, Analytical Skills, Strategic Thinking, Executive Communications, Operational Excellence, Collaboration, Marketing, Sales, Finance, Corporate Development, Diversity And Inclusion, Coaching, Customer Experience, Monetization Strategies
Specialization
Candidates should have 10+ years of relevant experience in product management, strategy consulting, finance, or related fields. A minimum of 7 years of people management experience is also required.
Experience Required
Minimum 10 year(s)
Principal UX Memory Architect at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Memory Architecture, Performance Tuning, Memory Profiling, Heap Analysis, Frontend Development, React, Typescript, C, C++, C#, Java, Javascript, Python, Telemetry Innovation, Cross Team Collaboration, Mentoring
Specialization
Candidates must have a Bachelor's Degree in Computer Science or a related field and at least 6 years of technical engineering experience. Experience in frontend development with React and TypeScript, as well as memory profiling and performance tuning, is also required.
Experience Required
Minimum 10 year(s)
Services Account Executive at Microsoft
Houston, Texas, United States - Full Time
Skills Needed
Sales, Consulting, Cloud Adoption, Stakeholder Management, Customer Relationship Management, Business Strategy, Negotiation, Account Management, Market Analysis, Risk Management, Digital Transformation, Team Collaboration, Lead Qualification, Contract Management, Customer Feedback, Technology Solutions
Specialization
Candidates must have a Bachelor's Degree and at least 4 years of industry sales experience or 6 years of equivalent experience. Additionally, 2 years of consulting solution sales experience is required.
Experience Required
Minimum 5 year(s)
Digital Specialist - AI Workforce at Microsoft
Ciudad de México, , Mexico - Full Time
Skills Needed
Sales, Customer Engagement, Ai Solutions, Consultative Selling, Collaboration, Digital Transformation, Account Management, Technical Readiness, Solution Sales, Partner Collaboration, Business Strategy, Forecasting, Customer Insights, Orchestration, Market Research, Stakeholder Management, Value Proposition
Specialization
Candidates must have a Bachelor's Degree in a relevant field and at least 3 years of technology-related sales or account management experience. Preferred qualifications include additional years of experience and solution sales or consulting services experience.
Experience Required
Minimum 5 year(s)
Software Engineer - CTJ - TS/SCI at Microsoft
Redmond, Washington, United States - Full Time
Skills Needed
Distributed Systems, Ai Services, C, C++, C#, Java, Javascript, Python, Cloud Platforms, Containerization, Orchestration, Docker, Kubernetes, Observability Tools, Collaboration Skills, Troubleshooting
Specialization
Candidates must have a Bachelor's Degree in Computer Science or a related technical discipline, with proven experience in coding. An active TS/SCI security clearance is required, along with the ability to meet Microsoft and government security screening requirements.
Experience Required
Minimum 2 year(s)
Principal Software Engineer at Microsoft
Warsaw, Masovian Voivodeship, Poland - Full Time
Skills Needed
C, C++, C#, Java, Javascript, Python, Distributed Systems, Cloud Services, Security, Compliance, Infrastructure, Devops, Monitoring, Observability, Technical Leadership, Project Management
Specialization
A Bachelor's Degree in Computer Science or a related field is required, along with extensive technical engineering experience in coding. Strong experience in designing and operating large-scale distributed cloud services is also necessary.
Experience Required
Minimum 10 year(s)