AI Code Generation Lead

1 week ago

San Francisco, California, United States salesforce, inc. Full time

As a senior software developer at Salesforce, you will be part of the team responsible for creating cutting-edge AI-powered tools to enhance developer productivity. We are looking for talented engineers with expertise in natural language processing (NLP) and code generation.

About the Job

We are seeking an experienced lead to design and implement algorithms for planning and generating code suggestions that meet user requirements. The ideal candidate will have a strong foundation in machine learning, deep learning, and software engineering. You will work on state-of-the-art AI models, optimize infrastructure for scalability, and collaborate with cross-functional teams to deliver innovative solutions.

Key Objectives:

  • Accelerate Development: Reduce development time and effort through automated code generation and intelligent suggestions.
  • Improve Code Quality: Enhance code accuracy, readability, and maintainability with AI-powered tools.
  • Foster Innovation: Empower developers to explore new ideas and experiment with cutting-edge technologies.
  • Streamline Workflows: Automate repetitive tasks and streamline the development process.
  • Enhance Data-Driven Insights: Gather, refine, and analyze data to optimize AI models and measure their impact.
  • Create User-Friendly Interfaces: Design intuitive and user-friendly interfaces for AI-powered tools.
  • Build a Unified IDE Plugin: Deliver a single, powerful plugin for both internal and external Salesforce developers.
  • Advanced Code Generation: Empower developers with features like auto-completion, code generation, and unit test generation.
  • Scalable Infrastructure: Build a robust infrastructure to handle massive workloads and support a growing user base.
  • Cutting-Edge AI: Continuously innovate and explore advanced AI techniques to improve the quality and relevance of code suggestions.

Your Responsibilities:

  • Design and implement algorithms for planning and generating code suggestions that meet user requirements.
  • Develop and maintain a knowledge graph of coding concepts, relationships, and patterns to inform code generation.
  • Develop and maintain data retrieval mechanisms to fetch relevant code snippets, APIs, and documentation from various sources.
  • Ensure data freshness, accuracy, and relevance to support code generation.
  • Design and implement code generation algorithms using AI/ML techniques to produce high-quality code suggestions.
  • Optimize code generation for various programming languages, frameworks, and use cases.
  • Develop and maintain post-processing pipelines to refine generated code, including syntax checking, formatting, and optimization.
  • Ensure generated code meets coding standards, best practices, and user preferences.
  • Integrate code suggestions with IDEs and PR systems to provide seamless user experiences.
  • Develop and maintain APIs and SDKs for integrating code suggestions with various platforms and tools.
  • Design and implement prompt engineering techniques to support declarative prompts, enabling users to specify requirements and constraints for code generation.
  • Develop and maintain a library of prompts and templates for various use cases and programming languages.
  • Develop and maintain AI-powered features in the IDE for autocomplete, Chat leveraging Agentic workflows.
  • Hands-on working experience with IntelliJ, Visual Studio Code, PYCharm, Eclipse, or equivalent IDE Plugin development across different programming languages.
  • Design, implement, and maintain robust metrics frameworks to capture key user interactions and product usage data within GenAI products.
  • Collaborate with engineers to ensure efficient and accurate data collection across various GenAI systems.
  • Analyze data and generate insights using statistical analysis and machine learning.
  • Eat, sleep, and breathe techniques in improving developer productivity. You have a knack of suggesting ideas to understand the developer needs and provide creative solutions to improve the developer productivity using AI tools.
  • Participate in the team's on-call rotation to address complex problems in real-time and keep services operational and highly available.
  • Create and enforce processes that ensure quality of work, and drive engineering excellence.
  • Exhibit a customer-first mentality while making decisions, and be responsible and accountable for the output of the team.

About Salesforce

Salesforce is a company that believes in empowering its customers to do more. We're a team of passionate individuals who are dedicated to helping businesses grow and thrive. At Salesforce, we prioritize innovation, teamwork, and customer satisfaction.

What We Offer:

  • A competitive salary range of $151,800 - $296,400 based on location, level, job-related knowledge, skills, and experience.
  • A comprehensive benefits package, including medical, dental, and vision insurance, as well as 401(k) matching.
  • Ongoing training and development opportunities to help you grow your career.
  • A dynamic and supportive work environment that encourages creativity and collaboration.

About Equality at Salesforce

At Salesforce, we believe that equality is a business imperative. We strive to create a workplace where everyone feels valued, respected, and empowered to succeed. Learn more about our commitment to equality and how you can be part of it.

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