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Senior Software Engineer, Code Generation - job 1 of 2

MongoDB’s mission is to empower innovators to create, transform, and disrupt industries by unleashing the power of software and data. We enable organizations of all sizes to easily build, scale, and run modern applications by helping them modernize legacy workloads, embrace innovation, and unleash AI. Our industry-leading developer data platform, MongoDB Atlas, is the only globally distributed, multi-cloud database and is available in more than 115 regions across AWS, Google Cloud, and Microsoft Azure. Atlas allows customers to build and run applications anywhere—on premises, or across cloud providers. With offices worldwide and over 175,000 new developers signing up to use MongoDB every month, it’s no wonder that leading organizations, like Samsung and Toyota, trust MongoDB to build next-generation, AI-powered applications.

MongoDB is seeking a Senior Software Engineer with advanced software engineering skills and experience in code modernization & building tools that can traverse code structures programmatically. Joining this team, you'll be pivotal in a product engineering group dedicated to helping users navigate code conversion challenges with AI's support.

We are seeking candidates located in North America for in-office, remote, or hybrid work options.

Many organizations have built up large estates of legacy applications. Lack of scalability and resilience, long development times, operating costs, and inability to run on the cloud are common issues with these applications. To address these issues, organizations are engaging in large transformational Application Modernization programs. MongoDB is recognized as the developer data platform of choice for transactional systems that provide the best scalability, resiliency, and developer experience in the cloud and on-premises. Organizations continuously migrate workloads from these legacy applications to new platforms, often based on microservices, using MongoDB.

Such transformations are very time-intensive and often risky. MongoDB is bolstering its team by creating tools that guide customers in transitioning their applications from relational databases to MongoDB. As businesses evolve their application development frameworks, they're increasingly drawn to the versatility of the document model. The Application Modernization team, already instrumental in this area, aids developers in making the shift from relational databases to MongoDB via Relational Migrator. Now, they're broadening their toolkit and are keen on modernizing code using a mix of AI and traditional text processing.

Our ideal candidate will have

  • 5+ years of experience in JAVA in building large-scale enterprise applications
  • Proficiency in Javascript and familiarity with common database access patterns and frameworks in one or more languages
  • Knowledge of enterprise-scale software architectures, application development methodologies, and software deployment and operations
  • Experience developing enterprise applications using relational databases and employing SQL and stored procedures with Oracle, MS SQL Server, Sybase and/or PostgreSQL databases
  • Experience in using and developing with MongoDB and JSON-based Document models is highly desirable
  • Experience with tools and methodologies for code analysis, refactoring, and automated testing
  • Problem-solving skills, including collaborating across disciplines and teams to devise creative solutions to technical and business challenges
  • Willingness to dive into a complex domain, ask the right questions, and bring new software tools and technologies to solve customer problems
  • Excellent communication skills (both spoken and written), within the team and in customer meetings
  • A good understanding of Generative AI concepts, tools, and services is a big plus, as is any experience building new applications/tools using Generative AI
  • A strong interest in how AI-supported toolchains can improve application development

Position Expectations

  • Execute a comprehensive code modernisation strategy that aligns transitioned code with cutting-edge practices
  • Design and optimise sophisticated code parsers to transform legacy code structures using techniques such as AST, into standardised formats
  • Collaborate with stakeholders to define and implement a code modernisation strategy, ensuring that transformed code aligns with modern software practices while preserving original functionality
  • Develop and maintain a robust code parser to accurately interpret legacy code structures and convert them into a standardised format like an abstract syntax tree (AST)
  • Provide thought leadership to the engineering team on using emerging technologies, frameworks and approaches to solve different problems
  • Collaborate closely with product managers and other engineers to understand business priorities and propose new solutions
  • Contribute and maintain the high quality of the codebase with tests that provide a high level of functional coverage and non-functional aspects with load testing, unit testing, integration testing, etc.
  • Share your knowledge by giving brown bags, tech talks, and evangelizing appropriate tech and engineering best practices
  • Define and improve business & product metrics to optimize the quality and cost of AI usage

Success Measures

Within the first three months, you will have:

  • Familiarise yourself with the MongoDB database and aggregation language
  • Familiarise yourself with the problem space and the domain
  • Set up software development infrastructure (tech stack, build tools, etc) to enable development using the relevant tech stacks
  • Started collaborating with your peers and contributed to code reviews

Within six months, you will have:

  • Worked on and delivered a large-scale code generation feature in the product
  • Contributed to and helped deliver a few product releases
  • Reviewed and contributed to scope and technical design documents

Within 12 months, you will have:

  • Delivered large-scale features across our entire tech stack
  • Helped recruit and interview new members of the team
  • Collaborated with other teams at MongoDB

To drive the personal growth and business impact of our employees, we’re committed to developing a supportive and enriching culture for everyone. From employee affinity groups, to fertility assistance and a generous parental leave policy, we value our employees’ wellbeing and want to support them along every step of their professional and personal journeys. Learn more about what it’s like to work at MongoDB, and help us make an impact on the world!

MongoDB is committed to providing any necessary accommodations for individuals with disabilities within our application and interview process. To request an accommodation due to a disability, please inform your recruiter.

MongoDB, Inc. provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type and makes all hiring decisions without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.

Req ID: 3252951191

MongoDB’s base salary range for this role is posted below. Compensation at the time of offer is unique to each candidate and based on a variety of factors such as skill set, experience, qualifications, and work location. Salary is one part of MongoDB’s total compensation and benefits package. Other benefits for eligible employees may include: equity, participation in the employee stock purchase program, flexible paid time off, 20 weeks fully-paid gender-neutral parental leave, fertility and adoption assistance, 401(k) plan, mental health counseling, access to transgender-inclusive health insurance coverage, and health benefits offerings. Please note, the base salary range listed below and the benefits in this paragraph are only applicable to U.S.-based candidates.

MongoDB’s base salary range for this role in the U.S. is:
$0.01$0.01 USD

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What You Should Know About Senior Software Engineer, Code Generation, MongoDB

At MongoDB, we are on a mission to empower innovators everywhere by unleashing the potential of software and data. Join our dynamic team as a Senior Software Engineer, specializing in Code Generation. You’ll be instrumental in our product engineering group, which is focused on helping users tackle code conversion issues with the powerful support of AI. We know that many organizations are burdened by legacy applications which lag behind in scalability and functionality. Your role will help clients transition from these outdated systems to modern architectures while utilizing MongoDB's innovative solutions. You’ll have an opportunity to shape the future of application modernization by developing advanced code parsers and collaborating with other talented engineers. Your experience with Java, Javascript, and a solid understanding of both relational databases and MongoDB will be essential as you work on tools that simplify the migration process, making a significant impact on our customers’ journeys. Use your creativity to tackle complex challenges, all while driving the technology that fuels AI and application development. We embrace flexible work arrangements with options for in-office, remote, or hybrid roles across North America. Don't miss your chance to be a part of a world-class team and help us redefine how applications are built and scaled globally!

Frequently Asked Questions (FAQs) for Senior Software Engineer, Code Generation Role at MongoDB
What are the responsibilities of a Senior Software Engineer at MongoDB?

As a Senior Software Engineer focusing on Code Generation at MongoDB, you will execute comprehensive code modernization strategies, design sophisticated code parsers, and collaborate with stakeholders to ensure that transformed legacy code aligns with modern software practices. Additionally, you'll also maintain high code quality through rigorous testing and contribute to product releases, ensuring the success of application modernization initiatives.

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What qualifications are required for the Senior Software Engineer position at MongoDB?

Ideal candidates for the Senior Software Engineer role at MongoDB should have at least 5 years of Java experience in building large-scale applications, proficiency in Javascript, and knowledge of relational databases such as Oracle or PostgreSQL. Familiarity with MongoDB and JSON-based document models, as well as experience with tools for code analysis and refactoring, would significantly enhance your candidacy.

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How does MongoDB support the career growth of its Senior Software Engineers?

MongoDB is committed to nurturing the personal and professional development of its employees. As a Senior Software Engineer, you will have access to a supportive culture that encourages sharing knowledge through tech talks and mentorship opportunities. Additionally, you will work on impactful projects that offer learning experiences and opportunities to contribute to the company's vision.

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What technologies will I work with as a Senior Software Engineer at MongoDB?

In the Senior Software Engineer role at MongoDB, you will work with cutting-edge technologies, including AI tools for code modernization, relational databases, and the MongoDB developer data platform. Your focus will be on developing code parsers, optimizing backend processes, and working alongside product managers and other engineers to deliver excellent software solutions.

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Can I work remotely as a Senior Software Engineer at MongoDB?

Yes! MongoDB offers various work arrangements, including in-office, remote, or hybrid options. This flexibility allows you to work in an environment that suits your lifestyle while actively contributing to significant projects and collaborating with a talented team regardless of your location.

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Common Interview Questions for Senior Software Engineer, Code Generation
Can you describe your experience with modernizing legacy code?

When answering this question, focus on specific projects where you successfully modernized legacy applications. Discuss the challenges you faced, the strategies you employed, and the technologies you utilized to achieve effective modernization. Highlight any measurable results of the transformation.

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How do you approach code refactoring in a large-scale application?

Explain your systematic approach to code refactoring, including understanding the existing codebase, identifying areas for improvement, and applying best practices. Emphasize the importance of maintaining functionality while introducing improvements and your experience with automated testing to ensure code quality throughout the process.

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What experience do you have with relational databases?

Discuss your practical experience with relational databases during application development, specifying which databases you've used, such as Oracle or MS SQL Server. Share examples of complex queries that you created using SQL and any stored procedures you might have developed.

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How would you explain the concept of an abstract syntax tree (AST)?

Thoroughly define an abstract syntax tree, highlighting its structure and purpose in various programming languages. Offer insights into how you have used ASTs in code parsing and transformation tasks, particularly in modernization efforts.

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What tools or methodologies do you use for code analysis and testing?

Share the specific tools you've used for code analysis and automated testing, such as SonarQube for code quality checks or JUnit for unit testing. Discuss testing methodologies you've applied in your projects and how they contributed to maintaining high-quality software.

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Can you share an example of how you've collaborated with cross-functional teams?

Provide an example that illustrates your collaboration with different teams, such as product managers or UX designers. Detail how this collaboration contributed to the success of a project and what communication strategies you employed to ensure everyone was aligned.

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How do you stay updated on the latest developments in software engineering?

Discuss your strategies for continuous learning, such as attending conferences, participating in coding boot camps, and following influential tech blogs or communities. Mention any particular technologies or methodologies you're currently exploring, and how they might benefit your work at MongoDB.

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What strategies do you employ to tackle technical challenges?

Explain your structured approach to problem-solving. Discuss how you break challenges down into manageable parts, brainstorm solutions, and collaborate with team members to devise creative and effective strategies. Include examples that demonstrate your skill in overcoming past technical challenges.

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How would you advise integrating AI tools into application development?

Provide your insights into the potential of AI tools in enhancing software development processes, from coding assistance to predictive analytics. Discuss any personal experiences you've had with AI in development and how you envision its role in enhancing team efficiency and application scalability.

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Why do you want to work at MongoDB as a Senior Software Engineer?

This question is a great opportunity to express your passion for MongoDB’s mission and culture. Discuss your alignment with their goals, your admiration for their innovative approach to data management, and how you believe your skills and experience make you a perfect fit for their team.

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MongoDB empowers innovators to create, transform, and disrupt industries by unleashing the power of software and data.

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Full-time, hybrid
DATE POSTED
January 11, 2025

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