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Software Engineer at ServiceNow
Santa Clara, California, United States - Full Time
Skills Needed
Software Development, Ai Integration, Full Stack Development, Debugging, Cloud Enterprise Software, Scalable Experiences, Javascript, Ui Frameworks, Data Structures, Algorithms, Object Oriented Design, Design Patterns, Performance Considerations, Analytical Skills, Technical Documentation
Specialization
Candidates should have experience integrating AI into work processes and at least 3 years of full stack software development experience. Proficiency in Java or similar OO languages and modern UI frameworks is essential.
Experience Required
Minimum 5 year(s)
Software Engineer at ServiceNow
Santa Clara, California, United States - Full Time
Skills Needed
Full Stack Development, Javascript, Server Side Javascript, Ai Integration, Ml Models, Html, Css, Ui Frameworks, Angular, React, Data Structures, Algorithms, Object Oriented Design, Design Patterns, Performance Considerations, Analytical Skills, Design Skills
Specialization
Experience in leveraging or critically thinking about how to integrate AI into work processes is essential. Candidates should have 3+ years of experience in full stack development with JavaScript, HTML, and CSS.
Experience Required
Minimum 2 year(s)
Software Engineer at ServiceNow
Santa Clara, California, United States - Full Time
Skills Needed
Java, Javascript, React, Angular, Apache Kafka, Data Structures, Algorithms, Object Oriented Design, Design Patterns, Performance Optimization, Cloud Development, Web Development, Service Oriented Architecture, Analytical Skills, Debugging, Unit Testing
Specialization
Experience with data structures, algorithms, and object-oriented design is essential. Familiarity with modern UI frameworks and event streaming platforms is a plus.
Experience Required
Minimum 2 year(s)
Software Engineer at Microsoft
Hyderabad, Telangana, India - Full Time
Skills Needed
Full Stack Development, Cloud Technologies, Distributed Systems, Collaboration, Innovation, Capacity Management, Problem Solving, Microsoft Azure
Specialization
The job requires a growth mindset and the ability to innovate and empower others. Candidates should be prepared to solve real-world challenges in a collaborative environment.
Experience Required
Minimum 2 year(s)
Software Engineer at Sportradar
Athens, Attica, Greece - Full Time
Skills Needed
Software Development, Machine Learning, Python, Elixir, Sql, Postgres, Linux, Data Pipelines, Database Queries, Natural Language Processing, Collaboration, Communication, Problem Solving, Ai Solutions, Recommendation Engines, Predictive Models
Specialization
A bachelor's degree in Computer Science or a strong background in Computer Science/Software Engineering is required. Excellent programming skills in Python and/or Elixir, along with a willingness to learn new technologies, are essential.
Software Engineer at Beacon Software
San Francisco, California, United States - Full Time
Skills Needed
Software Engineering, Full Stack Development, Backend Development, Ai Integration, Cloud Infrastructure, Devops Practices, React, Next.Js, Typescript, Node.Js, Python, Go, Ruby, Code Quality, Testing, Deployment
Specialization
Candidates should have 5+ years of experience as a full-stack or backend engineer, ideally in a startup or high-growth environment. A strong foundation in software engineering best practices and familiarity with AI integration is also required.
Experience Required
Minimum 5 year(s)
Software Engineer at Eurofins
Bengaluru, karnataka, India - Full Time
Skills Needed
Web Application Development, Microsoft Technologies, C#, Asp.Net, Mvc, Webapi, Angular, Javascript, Typescript, Html5, Css3, Mssql, Tfs, Unit Testing, Oop, Agile
Specialization
Candidates should have 2 to 4 years of experience in web application development using the Microsoft stack, with strong knowledge of .NET and Angular. A good understanding of OOP, design patterns, and Agile methodologies is also required.
Experience Required
Minimum 2 year(s)
Software Engineer at KingMakers
Madrid, Community of Madrid, Spain - Full Time
Skills Needed
C#, .Net Framework, Ms Sql Server, Mongodb, Redis, Microservices Architecture, Domain Driven Design, Devops, Ci/Cd Pipelines, Infrastructure As Code, Terraform, Microsoft Azure, Docker, Kubernetes, Rabbitmq, Kafka
Specialization
Candidates should have 3+ years of professional experience in software development with proficiency in C# and .NET framework. Experience with relational and NoSQL databases, microservices architecture, and modern DevOps practices is essential.
Experience Required
Minimum 2 year(s)
Software Engineer at VIRALHOG LLC
Bozeman, Montana, United States - Full Time
Skills Needed
Php, Mysql, Html, Css, Javascript, Web Fundamentals, Problem Solving, Communication, Collaboration, Attention To Detail
Specialization
Candidates should have proficiency in PHP, MySQL, HTML, CSS, and JavaScript, along with a solid understanding of web fundamentals. A bachelor's degree in Computer Science or equivalent experience is preferred.
Software Engineer at Quest Global
Cupertino, California, United States - Full Time
Skills Needed
Software Development, Web Services, Apis, Python, Data Modeling, Sql, Git, Devops, Containerization, Debugging, Communication, Problem Solving, Analytical Thinking, Collaboration, Cross Disciplinary Teamwork
Specialization
Candidates should have 6+ years of experience in designing and developing web services applications and strong experience with modern Python frameworks. A solid understanding of data modeling, SQL, and collaboration tools is also essential.
Experience Required
Minimum 5 year(s)
Software Engineer at Red River
Bengaluru, karnataka, India - Full Time
Skills Needed
Software Engineering, Data Engineering, Sql, Python, Go, Java, Rust, Machine Learning, Data Governance, Data Compliance, Ci/Cd, Data Transformation, Metadata Management, Feature Stores, Data Mesh, Open Source
Specialization
Candidates should have a Bachelor's degree in a related field and at least 4 years of software development experience focused on data applications. Proficiency in SQL and at least one programming language is required, along with strong communication skills.
Experience Required
Minimum 5 year(s)
Software Engineer at Applied Systems
, , Canada - Full Time
Skills Needed
Software Engineering, Go, React, Angular, C#, Smalltalk, Cypress, Postgresql, Bigquery, Google Cloud, Azure, Kubernetes, Containerization, Agile, Jira, Confluence
Specialization
Candidates should have 3 years of experience in software engineering and development, with knowledge of various programming languages and frameworks. A bachelor's degree in computer science or equivalent experience is required.
Experience Required
Minimum 2 year(s)
Software Engineer at SkyPoint LLC dba SkyPoint Insurance Group
Denver, Colorado, United States - Full Time
Skills Needed
Software Development, Problem Solving, Collaboration, Java, C#, Python, Javascript, Sql, Nosql, React, Angular, Agile, Debugging, Testing, Version Control, Communication
Specialization
Bachelor's degree in Computer Science, Software Engineering, or a related field is required. Proven experience as a Software Engineer or similar role with proficiency in programming languages such as Java, C#, Python, or JavaScript is essential.
Experience Required
Minimum 2 year(s)
Software Engineer at HYP
2721 Zoetermeer, , Netherlands - Full Time
Skills Needed
Good Communication Skills
Qualification
Graduate
Software Engineer at Election Systems & Software
Omaha, Nebraska, United States - Full Time
Skills Needed
Angular, C#, .Net, Sql, Bootstrap, Html5, Css3, Typescript, Rest Apis, Signal R, Asp.Mvc, Entity Framework, Linq, Unit Testing, Continuous Integration, Git
Specialization
Candidates should have 3+ years of experience with Angular, C#, .NET, and SQL, along with strong front-end development skills. Experience in writing unit tests and working in Continuous Integration environments is also required.
Experience Required
Minimum 2 year(s)
Software Engineer at ALCHEMY INSIGHTS INC
Bucharest, , Romania - Full Time
Skills Needed
Backend Infrastructure, Apis, Distributed Systems, Java, Golang, C++, Cloud Native, Aws, Kubernetes, High Throughput, Low Latency, Debugging, System Design, Collaboration, Problem Solving, Autonomy
Specialization
The role requires 8+ years of relevant industry experience and a BS/BA degree in Computer Science or equivalent. Candidates should have experience with backend software components and production experience with programming languages like Java, Golang, or C++.
Experience Required
Minimum 10 year(s)
Software Engineer at PayPal
San Jose, California, United States - Full Time
Skills Needed
Java, Spring Boot, Sql, Gcp, Python, Dataproc, Scripting, Problem Solving, Analytical Abilities, Collaboration, Communication, Time Management, Root Cause Analysis, Operational Detection, Monitoring, Machine Learning
Specialization
Candidates should have 3+ years of experience in software product development using Java, Spring Boot, and SQL, along with strong problem-solving and analytical skills. A Bachelor's degree or equivalent experience is required, and familiarity with machine learning algorithms is preferred.
Experience Required
Minimum 2 year(s)
Software Engineer at Barclays Bank PLC
Glasgow, Scotland, United Kingdom - Full Time
Skills Needed
Python, Scripting Languages, Optimization, Pipeline Design
Qualification
Graduate
Software Engineer at Peloton
New York, New York, United States - Full Time
Skills Needed
Python, Flask, C, Processing, Arduino, Webgl, Sql, Html, Javascript, Css, Graphql, Hack, Git, Pytorch, Sklearn, Numpy, Unit Test
Specialization
A Master’s degree in Computer Science, Engineering, or a related field is required, along with two years of relevant experience. Special skills in various programming languages and technologies are also necessary.
Experience Required
Minimum 2 year(s)
Software Engineer at Visa
Highlands Ranch, Colorado, United States - Full Time
Skills Needed
Software Development, Object Oriented Methodologies, Java, Genai Tools, Unix/Linux, Ui Development, Angular, Node Js, Coding Standards, Secure Coding Practices, Integration Tests, Regression Tests, Problem Solving, Mentorship, Communication Skills
Specialization
A minimum of 6 months of work experience or a Bachelor's Degree is required. Preferred qualifications include 2 or more years of experience and a BS in Computer Science, along with proficiency in Java and familiarity with GenAI tools.
Software Engineer at ServiceNow
Santa Clara, California, United States -
Full Time

Start Date

Immediate

Expiry Date

02 Feb, 26

Salary

191500.0

Posted On

04 Nov, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

No

Skills

Software Development, AI Integration, Full Stack Development, Debugging, Cloud Enterprise Software, Scalable Experiences, JavaScript, UI Frameworks, Data Structures, Algorithms, Object-Oriented Design, Design Patterns, Performance Considerations, Analytical Skills, Technical Documentation

Industry

Software Development

Description
Company DescriptionIt all started in sunny San Diego, California in 2004 when a visionary engineer, Fred Luddy, saw the potential to transform how we work. Fast forward to today — ServiceNow stands as a global market leader, bringing innovative AI-enhanced technology to over 8,100 customers, including 85% of the Fortune 500®. Our intelligent cloud-based platform seamlessly connects people, systems, and processes to empower organizations to find smarter, faster, and better ways to work. But this is just the beginning of our journey. Join us as we pursue our purpose to make the world work better for everyone.Job DescriptionWhat you get to do in this role:   Build high-quality, clean, scalable and reusable code by enforcing best practices around software engineering architecture and processes (Code Reviews, Unit testing, etc.)Work with the product owners to understand detailed requirements and own your code from design, implementation, test automation and delivery of high-quality product to our users.Design software that is simple to use to allow customers to extend and customize the functionality to meet their specific needsHelp design and implement new products and features while also enhancing the existing product suite______About the TeamJoin the Configuration Management Database (CMDB) team at ServiceNow, where we build highly scalable, high-performance, and innovative core functionalities that power the CMDB platform. Our team’s work centers around the development of intelligent applications and experiences for working with the CMDB. As the single source of truth for our customers, the CMDB is foundational to ServiceNow’s ecosystem. As a core member of the CMDB Engineering team, you’ll play a pivotal role in shaping the future of our platform. You’ll contribute to impactful product development as we continue to grow and scale. We’re looking for engineers who are passionate about software development, love solving complex problems, and thrive in debugging and optimization. You’ll also be at the forefront of building AI-native software experiences, where artificial intelligence is not just an add-on—but a first-class technology. You’ll help craft intelligent, adaptive solutions that elevate how users interact with the CMDB. If you enjoy working across diverse technologies and development environments—and can juggle multiple priorities with confidence and focus—this is the team for you.QualificationsTo be successful in this role you have:Experience in leveraging or critically thinking about how to integrate AI into work processes, decision-making, or problem-solving. This may include using AI-powered tools, automating workflows, analyzing AI-driven insights, or exploring AI's potential impact on the function or industry.3+ years of full stack software development experience with programming languages like Java or similar OO languageFull stack Development experienceAbility to debug and arrive at RCA (root cause analysis) efficiently.Cloud Enterprise software experienceExperience building scalable experiences and working in a complex architecturePassion for JavaScript and the Web as a platform, reusability, and componentizationExperience with modern UI frameworks like Angular, React or VueExperience with data structures, algorithms, object-oriented design, design patterns, and performance/scale considerationsAnalytical and design skillsWorking knowledge and ability to use tools to assist with daily tasks (IDE, debugger, build tools, source control, ServiceNow instances, profilers, system administration/Unix tools)Ability to communicate effectively & efficiently with a consistent practice of technical documentation FD21  For positions in this location, we offer a base pay of $123,500 - $191,500, plus equity (when applicable), variable/incentive compensation and benefits. Sales positions generally offer a competitive On Target Earnings (OTE) incentive compensation structure. Please note that the base pay shown is a guideline, and individual total compensation will vary based on factors such as qualifications, skill level, competencies, and work location. We also offer health plans, including flexible spending accounts, a 401(k) Plan with company match, ESPP, matching donations, a flexible time away plan and family leave programs. Compensation is based on the geographic location in which the role is located and is subject to change based on work location.Additional InformationWork PersonasWe approach our distributed world of work with flexibility and trust. Work personas (flexible, remote, or required in office) are categories that are assigned to ServiceNow employees depending on the nature of their work and their assigned work location. Learn more here. To determine eligibility for a work persona, ServiceNow may confirm the distance between your primary residence and the closest ServiceNow office using a third-party service.Equal Opportunity EmployerServiceNow is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, creed, religion, sex, sexual orientation, national origin or nationality, ancestry, age, disability, gender identity or expression, marital status, veteran status, or any other category protected by law. In addition, all qualified applicants with arrest or conviction records will be considered for employment in accordance with legal requirements. AccommodationsWe strive to create an accessible and inclusive experience for all candidates. If you require a reasonable accommodation to complete any part of the application process, or are unable to use this online application and need an alternative method to apply, please contact [email protected] for assistance. Export Control RegulationsFor positions requiring access to controlled technology subject to export control regulations, including the U.S. Export Administration Regulations (EAR), ServiceNow may be required to obtain export control approval from government authorities for certain individuals. All employment is contingent upon ServiceNow obtaining any export license or other approval that may be required by relevant export control authorities. From Fortune. ©2025 Fortune Media IP Limited. All rights reserved. Used under license. 
Responsibilities
Build high-quality, clean, scalable, and reusable code while enforcing best practices. Collaborate with product owners to understand requirements and own the code from design to delivery.
Software Engineer at ServiceNow
Santa Clara, California, United States - Full Time
Skills Needed
Software Development, Ai Integration, Full Stack Development, Debugging, Cloud Enterprise Software, Scalable Experiences, Javascript, Ui Frameworks, Data Structures, Algorithms, Object Oriented Design, Design Patterns, Performance Considerations, Analytical Skills, Technical Documentation
Specialization
Candidates should have experience integrating AI into work processes and at least 3 years of full stack software development experience. Proficiency in Java or similar OO languages and modern UI frameworks is essential.
Experience Required
Minimum 5 year(s)
Software Engineer at ServiceNow
Santa Clara, California, United States - Full Time
Skills Needed
Full Stack Development, Javascript, Server Side Javascript, Ai Integration, Ml Models, Html, Css, Ui Frameworks, Angular, React, Data Structures, Algorithms, Object Oriented Design, Design Patterns, Performance Considerations, Analytical Skills, Design Skills
Specialization
Experience in leveraging or critically thinking about how to integrate AI into work processes is essential. Candidates should have 3+ years of experience in full stack development with JavaScript, HTML, and CSS.
Experience Required
Minimum 2 year(s)
Software Engineer at ServiceNow
Santa Clara, California, United States - Full Time
Skills Needed
Java, Javascript, React, Angular, Apache Kafka, Data Structures, Algorithms, Object Oriented Design, Design Patterns, Performance Optimization, Cloud Development, Web Development, Service Oriented Architecture, Analytical Skills, Debugging, Unit Testing
Specialization
Experience with data structures, algorithms, and object-oriented design is essential. Familiarity with modern UI frameworks and event streaming platforms is a plus.
Experience Required
Minimum 2 year(s)
Software Engineer at Microsoft
Hyderabad, Telangana, India - Full Time
Skills Needed
Full Stack Development, Cloud Technologies, Distributed Systems, Collaboration, Innovation, Capacity Management, Problem Solving, Microsoft Azure
Specialization
The job requires a growth mindset and the ability to innovate and empower others. Candidates should be prepared to solve real-world challenges in a collaborative environment.
Experience Required
Minimum 2 year(s)
Software Engineer at Sportradar
Athens, Attica, Greece - Full Time
Skills Needed
Software Development, Machine Learning, Python, Elixir, Sql, Postgres, Linux, Data Pipelines, Database Queries, Natural Language Processing, Collaboration, Communication, Problem Solving, Ai Solutions, Recommendation Engines, Predictive Models
Specialization
A bachelor's degree in Computer Science or a strong background in Computer Science/Software Engineering is required. Excellent programming skills in Python and/or Elixir, along with a willingness to learn new technologies, are essential.
Software Engineer at Beacon Software
San Francisco, California, United States - Full Time
Skills Needed
Software Engineering, Full Stack Development, Backend Development, Ai Integration, Cloud Infrastructure, Devops Practices, React, Next.Js, Typescript, Node.Js, Python, Go, Ruby, Code Quality, Testing, Deployment
Specialization
Candidates should have 5+ years of experience as a full-stack or backend engineer, ideally in a startup or high-growth environment. A strong foundation in software engineering best practices and familiarity with AI integration is also required.
Experience Required
Minimum 5 year(s)
Software Engineer at Eurofins
Bengaluru, karnataka, India - Full Time
Skills Needed
Web Application Development, Microsoft Technologies, C#, Asp.Net, Mvc, Webapi, Angular, Javascript, Typescript, Html5, Css3, Mssql, Tfs, Unit Testing, Oop, Agile
Specialization
Candidates should have 2 to 4 years of experience in web application development using the Microsoft stack, with strong knowledge of .NET and Angular. A good understanding of OOP, design patterns, and Agile methodologies is also required.
Experience Required
Minimum 2 year(s)
Software Engineer at KingMakers
Madrid, Community of Madrid, Spain - Full Time
Skills Needed
C#, .Net Framework, Ms Sql Server, Mongodb, Redis, Microservices Architecture, Domain Driven Design, Devops, Ci/Cd Pipelines, Infrastructure As Code, Terraform, Microsoft Azure, Docker, Kubernetes, Rabbitmq, Kafka
Specialization
Candidates should have 3+ years of professional experience in software development with proficiency in C# and .NET framework. Experience with relational and NoSQL databases, microservices architecture, and modern DevOps practices is essential.
Experience Required
Minimum 2 year(s)
Software Engineer at VIRALHOG LLC
Bozeman, Montana, United States - Full Time
Skills Needed
Php, Mysql, Html, Css, Javascript, Web Fundamentals, Problem Solving, Communication, Collaboration, Attention To Detail
Specialization
Candidates should have proficiency in PHP, MySQL, HTML, CSS, and JavaScript, along with a solid understanding of web fundamentals. A bachelor's degree in Computer Science or equivalent experience is preferred.
Software Engineer at Quest Global
Cupertino, California, United States - Full Time
Skills Needed
Software Development, Web Services, Apis, Python, Data Modeling, Sql, Git, Devops, Containerization, Debugging, Communication, Problem Solving, Analytical Thinking, Collaboration, Cross Disciplinary Teamwork
Specialization
Candidates should have 6+ years of experience in designing and developing web services applications and strong experience with modern Python frameworks. A solid understanding of data modeling, SQL, and collaboration tools is also essential.
Experience Required
Minimum 5 year(s)
Software Engineer at Red River
Bengaluru, karnataka, India - Full Time
Skills Needed
Software Engineering, Data Engineering, Sql, Python, Go, Java, Rust, Machine Learning, Data Governance, Data Compliance, Ci/Cd, Data Transformation, Metadata Management, Feature Stores, Data Mesh, Open Source
Specialization
Candidates should have a Bachelor's degree in a related field and at least 4 years of software development experience focused on data applications. Proficiency in SQL and at least one programming language is required, along with strong communication skills.
Experience Required
Minimum 5 year(s)
Software Engineer at Applied Systems
, , Canada - Full Time
Skills Needed
Software Engineering, Go, React, Angular, C#, Smalltalk, Cypress, Postgresql, Bigquery, Google Cloud, Azure, Kubernetes, Containerization, Agile, Jira, Confluence
Specialization
Candidates should have 3 years of experience in software engineering and development, with knowledge of various programming languages and frameworks. A bachelor's degree in computer science or equivalent experience is required.
Experience Required
Minimum 2 year(s)
Software Engineer at SkyPoint LLC dba SkyPoint Insurance Group
Denver, Colorado, United States - Full Time
Skills Needed
Software Development, Problem Solving, Collaboration, Java, C#, Python, Javascript, Sql, Nosql, React, Angular, Agile, Debugging, Testing, Version Control, Communication
Specialization
Bachelor's degree in Computer Science, Software Engineering, or a related field is required. Proven experience as a Software Engineer or similar role with proficiency in programming languages such as Java, C#, Python, or JavaScript is essential.
Experience Required
Minimum 2 year(s)
Software Engineer at HYP
2721 Zoetermeer, , Netherlands - Full Time
Skills Needed
Good Communication Skills
Qualification
Graduate
Software Engineer at Election Systems & Software
Omaha, Nebraska, United States - Full Time
Skills Needed
Angular, C#, .Net, Sql, Bootstrap, Html5, Css3, Typescript, Rest Apis, Signal R, Asp.Mvc, Entity Framework, Linq, Unit Testing, Continuous Integration, Git
Specialization
Candidates should have 3+ years of experience with Angular, C#, .NET, and SQL, along with strong front-end development skills. Experience in writing unit tests and working in Continuous Integration environments is also required.
Experience Required
Minimum 2 year(s)
Software Engineer at ALCHEMY INSIGHTS INC
Bucharest, , Romania - Full Time
Skills Needed
Backend Infrastructure, Apis, Distributed Systems, Java, Golang, C++, Cloud Native, Aws, Kubernetes, High Throughput, Low Latency, Debugging, System Design, Collaboration, Problem Solving, Autonomy
Specialization
The role requires 8+ years of relevant industry experience and a BS/BA degree in Computer Science or equivalent. Candidates should have experience with backend software components and production experience with programming languages like Java, Golang, or C++.
Experience Required
Minimum 10 year(s)
Software Engineer at PayPal
San Jose, California, United States - Full Time
Skills Needed
Java, Spring Boot, Sql, Gcp, Python, Dataproc, Scripting, Problem Solving, Analytical Abilities, Collaboration, Communication, Time Management, Root Cause Analysis, Operational Detection, Monitoring, Machine Learning
Specialization
Candidates should have 3+ years of experience in software product development using Java, Spring Boot, and SQL, along with strong problem-solving and analytical skills. A Bachelor's degree or equivalent experience is required, and familiarity with machine learning algorithms is preferred.
Experience Required
Minimum 2 year(s)
Software Engineer at Barclays Bank PLC
Glasgow, Scotland, United Kingdom - Full Time
Skills Needed
Python, Scripting Languages, Optimization, Pipeline Design
Qualification
Graduate
Software Engineer at Peloton
New York, New York, United States - Full Time
Skills Needed
Python, Flask, C, Processing, Arduino, Webgl, Sql, Html, Javascript, Css, Graphql, Hack, Git, Pytorch, Sklearn, Numpy, Unit Test
Specialization
A Master’s degree in Computer Science, Engineering, or a related field is required, along with two years of relevant experience. Special skills in various programming languages and technologies are also necessary.
Experience Required
Minimum 2 year(s)
Software Engineer at Visa
Highlands Ranch, Colorado, United States - Full Time
Skills Needed
Software Development, Object Oriented Methodologies, Java, Genai Tools, Unix/Linux, Ui Development, Angular, Node Js, Coding Standards, Secure Coding Practices, Integration Tests, Regression Tests, Problem Solving, Mentorship, Communication Skills
Specialization
A minimum of 6 months of work experience or a Bachelor's Degree is required. Preferred qualifications include 2 or more years of experience and a BS in Computer Science, along with proficiency in Java and familiarity with GenAI tools.