Staff Engineer, Code Analysis
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MongoDB is bolstering its team in Sydney, focusing on 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 Relational Migrator team, already instrumental in this area, aids developers in making the shift from relational databases to MongoDB. Now, they're broadening their toolkit and are keen on refining code using a mix of AI and traditional text processing.
MongoDB is seeking a Staff Software Engineer with advanced software engineering skills and experience in code analysis & 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.
The ideal candidate for this role will have- 8+ years of professional software development experience, with a demonstrated ability to take on more profound technical challenges and provide thought leadership in the domain.
- Knowledge of software engineering principles, system design, data engineering, and cloud architecture
- Hands-on experience with sophisticated text processing engines such as ANTLR and understanding its underlying principles
- Hands-on experience in AST and control flow graph to analyse and traverse code structures programmatically
- Comprehensive knowledge of compiler design, code parsing, or related disciplines. Familiarity with core concepts such as abstract syntax trees (AST), lexical analysis, and syntax analysis
- Curiosity, a positive attitude, and a drive to continue learning
- Excellent verbal and written communication skills
- 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, such as AST, into standardised formats
- Empower the engineering team with unparalleled thought leadership on emerging technologies and best practices
- Collaborate closely with product managers, Senior management and other engineers to align technical solutions with overarching business strategies
- Stay at the forefront of technological advancements, incorporating relevant trends into the code modernisation roadmap
- 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 evangelising appropriate tech and engineering best practices
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 AI-based feature in the product
- Contributed to and helped deliver a few releases of the product
- 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
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