Guild Mortgage

AI Engineer

Guild Mortgage$109K — $156K *
US-AnywhereRemote in United States
Consumer Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's or Master's degree in Computer Science, AI, Data Science, Engineering, or related field.
  • Minimum of 4 years of experience in AI engineering or a similar role.
  • Advanced knowledge of Python programming.
  • Proficiency in additional languages like Java, R, or Scala.
  • Experience with machine learning frameworks such as TensorFlow, Keras, or PyTorch.
  • Strong understanding of AI principles including neural networks and computer vision.
  • Experience with cloud services like Azure, AWS, or Google Cloud.

Responsibilities

  • Source and process relevant data from diverse channels for training AI models.
  • Develop machine learning models using suitable algorithms for business challenges.
  • Test AI models rigorously to ensure they meet accuracy and reliability standards.
  • Integrate AI models into software applications through APIs or embedded code.
  • Continuously optimize AI systems for performance improvements and reliability.
  • Collaborate with cross-functional teams to align AI solutions with business needs.
  • Maintain documentation for AI systems to support updates and maintenance.

Benefits

  • Comprehensive medical, dental, and vision insurance.
  • Life insurance and AD&D coverage.
  • Long-term disability (LTD) insurance.
  • 401(k) plan with employer match.
  • Supportive work environment with a focus on professional growth.
Full Job Description
Position Summary

The AI Engineer is responsible for the development and implementation of advanced artificial intelligence systems. This role involves designing, programming, and training complex algorithms that emulate human cognitive processes. Key responsibilities include managing and processing large datasets, developing, and testing machine learning models, and integrating these models into applications using API calls or embedded code.

The position requires a strong foundation in software development, data science, and data engineering, as well as a deep understanding of machine learning principles. The AI Engineer will collaborate with cross-functional teams to bring AI-driven solutions to life, enhancing the functionality and user experience of various applications.

Compensation

This role is an exempt position with a Targeted Salary Range of $109,000 to $156,000 annually.

Compensation at Guild is influenced by a wide array of factors including but not limited to local and federal minimum wage requirements, education, level of experience, and applicant's geographical location.

Essential Functions

  • Source relevant data from various channels, including databases, online sources, and internal systems, essential for training AI models.
  • Process raw data to make it suitable for use in machine learning, which includes cleaning, normalizing, and segmenting the data.
  • Create machine learning models using appropriate algorithms and techniques to solve specific business problems or enhance application capabilities.
  • Rigorously test AI models to ensure their accuracy, reliability, and robustness, and validate them against predefined metrics.
  • Seamlessly integrate AI models into existing software applications, employing API calls or embedded code for smooth functionality.
  • Continuously optimize AI systems for better speed, efficiency, and accuracy, ensuring they meet the required performance standards.
  • Identify and fix bugs or issues in AI models and their integration into applications, ensuring smooth operation.
  • Keep abreast of the latest advancements in AI, machine learning, and related technologies to incorporate cutting-edge solutions.
  • Work alongside other professionals, including AI Engineers, data scientists, software developers, and project managers, to achieve cohesive project goals.
  • Create detailed documentation for AI systems and their architectures, aiding in maintenance, updates, and knowledge transfer.
  • Utilize AI to improve the user interface and experience of applications, making them more intuitive and responsive.
  • Adhere to ethical guidelines and standards in AI development, ensuring fairness, privacy, and transparency.
  • Conduct in-depth analysis of AI systems' performance, identifying areas for improvement and optimization.
  • Utilize cloud computing platforms for efficient AI model development, testing, and deployment.
  • Incorporate user and stakeholder feedback into AI system development to continuously improve its effectiveness and usability.
  • Serve as a bridge between technical and non-technical teams, facilitating the integration of AI into various business processes and ensuring alignment with business objectives.
  • Partner with key stakeholders, including the business unit leaders, Product, Data & Technology teams, to assist with their AI-related technical issues.
  • Contribute to the team of AI professionals by using expertise to answer questions and sharing repeatable design patterns with less experienced teammates, enhancing skillsets and competencies of team members, and sharing technical knowledge throughout the team.
  • Participate in stakeholder reviews and design sessions.
  • Provide data, reports, and information to management as needed.
  • Drive strong communications, partnerships, and stakeholder management with senior leaders, functional managers, and staff.
  • Perform other duties as assigned.


Qualifications

  • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, Engineering, or a related field.
  • Minimum of 4 years of experience.
  • Advanced knowledge and experience working with Python
  • Proficiency in other programming languages such as Java, R, or Scala.
  • Experience with machine learning frameworks like TensorFlow, Keras, PyTorch, or similar.
  • Strong understanding of algorithms and data structures.
  • Knowledge of AI principles and technologies, including neural networks, NLP, and computer vision.
  • Experience working with cloud cognitive services in Azure, AWS, Google, etc.
  • Problem solver with an ability to work as a team towards a solution.
  • Ability to prioritize multiple tasks in a deadline-driven environment, strong sense of urgency and responsiveness.
  • Strong detail orientation and highly organized with proven ability to lead effectively and drive results in a matrixed management environment.
  • Ability to think critically, including the ability to evaluate facts and data to draw conclusions, determine the downstream impact of decisions and associated risks.
  • Excellent verbal and written communication skills plus demonstrate strong leadership capabilities.
  • Strong interpersonal and team building skills.
  • Self-starter with the demonstrated ability to learn/adapt to new technologies and techniques.


Requirements

Travel: Infrequent based on company events and/or relevant conferences or training

Physical: Work is primarily sedentary; mobility in an office setting.

Manual Dexterity: Frequent use of computer keyboard and mouse.

Audio/Visual: Ability to accurately interpret sounds and associated meanings at a volume consistent with interpersonal conversation. Regularly required to accurately perceive, distinguish and interpret information received visually and through audio, e.g., words, numbers and other data broadcasted aloud/viewed on a screen, as well as print and other media.

Environmental: Office environment - no substantial exposure to adverse environmental conditions.

Guild offers a pleasant work environment, competitive compensation and excellent benefits package; including medical, dental, vision, life insurance, AD&D, LTD and 401(k) with employer match.

REQ#: AIENG018047

About Guild Mortgage

Guild Mortgage is a mortgage lending company that provides home loans to consumers. The company was founded in 1960 and is headquartered in San Diego, California. Guild Mortgage offers a variety of loan products, including conventional, FHA, VA, and jumbo loans. The company has a strong focus on customer service and works to provide a positive experience for its clients. Guild Mortgage has over 4000 employees and operates in 48 states across the United States.
Learn more about Guild Mortgage
Size
4,000 employees
Industry
Founded
1960

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