[Remote] AI Engineer

Note: The job is a remote job and is open to candidates in USA. Guild Mortgage Company is a mortgage banking firm dedicated to serving homeowners and buyers since 1960. They are seeking an AI Engineer responsible for developing and implementing advanced artificial intelligence systems, including designing algorithms and integrating machine learning models into applications.ResponsibilitiesSource relevant data from various channels, including databases, online sources, and internal systems, essential for training AI modelsProcess raw data to make it suitable for use in machine learning, which includes cleaning, normalizing, and segmenting the dataCreate machine learning models using appropriate algorithms and techniques to solve specific business problems or enhance application capabilitiesRigorously test AI models to ensure their accuracy, reliability, and robustness, and validate them against predefined metricsSeamlessly integrate AI models into existing software applications, employing API calls or embedded code for smooth functionalityContinuously optimize AI systems for better speed, efficiency, and accuracy, ensuring they meet the required performance standardsIdentify and fix bugs or issues in AI models and their integration into applications, ensuring smooth operationKeep abreast of the latest advancements in AI, machine learning, and related technologies to incorporate cutting-edge solutionsWork alongside other professionals, including AI Engineers, data scientists, software developers, and project managers, to achieve cohesive project goalsCreate detailed documentation for AI systems and their architectures, aiding in maintenance, updates, and knowledge transferUtilize AI to improve the user interface and experience of applications, making them more intuitive and responsiveAdhere to ethical guidelines and standards in AI development, ensuring fairness, privacy, and transparencyConduct in-depth analysis of AI systems' performance, identifying areas for improvement and optimizationUtilize cloud computing platforms for efficient AI model development, testing, and deploymentIncorporate user and stakeholder feedback into AI system development to continuously improve its effectiveness and usabilityServe as a bridge between technical and non-technical teams, facilitating the integration of AI into various business processes and ensuring alignment with business objectivesPartner with key stakeholders, including the business unit leaders, Product, Data & Technology teams, to assist with their AI-related technical issuesContribute 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 teamParticipate in stakeholder reviews and design sessionsProvide data, reports, and information to management as neededDrive strong communications, partnerships, and stakeholder management with senior leaders, functional managers, and staffPerform other duties as assignedSkillsBachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, Engineering, or a related fieldMinimum of 4 years of experienceAdvanced knowledge and experience working with PythonProficiency in other programming languages such as Java, R, or ScalaExperience with machine learning frameworks like TensorFlow, Keras, PyTorch, or similarStrong understanding of algorithms and data structuresKnowledge of AI principles and technologies, including neural networks, NLP, and computer visionExperience working with cloud cognitive services in Azure, AWS, Google, etcProblem solver with an ability to work as a team towards a solutionAbility to prioritize multiple tasks in a deadline-driven environment, strong sense of urgency and responsivenessStrong detail orientation and highly organized with proven ability to lead effectively and drive results in a matrixed management environmentAbility to think critically, including the ability to evaluate facts and data to draw conclusions, determine the downstream impact of decisions and associated risksExcellent verbal and written communication skills plus demonstrate strong leadership capabilitiesStrong interpersonal and team building skillsSelf-starter with the demonstrated ability to learn/adapt to new technologies and techniquesBenefitsMedicalDentalVisionLife insuranceAD&DLTD401(k) with employer matchCompany OverviewGuild Mortgage is a growing mortgage company that offers residential mortgage products as well as local in-house origination and servicing. It was founded in 1960, and is headquartered in San Diego, California, USA, with a workforce of 5001-10000 employees. Its website is http://www.guildmortgage.com/.