Software Engineer III, AI/ML

About the Role

Key Responsibilities

• Design, develop, deploy, optimize and maintain software systems, applications and models to production and integrate them into product offerings involving Artificial Intelligence/Machine Learning (AI/ML) technology by leveraging a deep understanding of the AI/ML hardware and software stack to write product or system development code.
• Find and refine ML model input, utilize ML model output in applications, develop features for ML models, contribute to the ML model algorithm, etc.
• Conduct testing on code beyond unit testing (e.g., integration, performance, stress, security, load, fuzz), design code to allow for easy testing, and write test case descriptions.
• Review code developed by other engineers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
• Identify and pay off tech debt to improve long-term maintainability, modifiability, etc.
• Contribute to qualification, end-user documentation, production deployment/monitoring, process automation, and customer support.
• Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
• Set up or improve test/monitoring/survey infrastructure or processes.
• Consider code health and system maintainability and scalability over time.
• Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.

Requirements

• Bachelor's degree or foreign equivalent in Computer Science, Engineering, Mathematics, Information Systems, or related field.
• 2 years of software development experience utilizing C++, Python or Java.
• 2 years of experience with data analysis or algorithms.
• 2 years of experience in Machine Learning tools (TensorFlow, PyTorch, Decision Trees, or Bayesian Networks).
• 2 years of experience in Artificial Intelligence (Computer Vision, Expert Systems, or LISP).
• 2 years of experience in Natural Language Processing (Generative AI, Large Language Models, Information Retrieval, Computational Linguistics, Optical Character Recognition, Parsing, or Speech Recognition).
• 2 years of experience in Deep Learning (Neural Networks or Reinforcement Learning).
• Experience in 3 of the following areas: Flume; Image Processing; Infrastructure Design; Recommender Systems; Large scale data processing; Language modeling; or, Borg.

Nice to Have

• Experience working on large-scale systems or distributed computing.
• Familiarity with system design and architecture for AI/ML applications.
• Knowledge of security best practices in software development.

Qualifications

• Bachelor's degree or foreign equivalent in a related field.
• Minimum of 2 years of relevant software development experience.

Benefits & Perks

• US base salary range for this full-time position is $141,000.00 - $202,000.00 plus bonus, equity, and benefits.
• Salary ranges are determined by role, level, and location.
• Additional benefits include bonus, equity, and other perks as offered by Google.