AI and Machine Learning Engineer

Engaged Media - Houston, TX

Full-time

Remote - Houston, TX

Publishing Industries

About the position

We are seeking a dedicated and experienced AI and Machine Learning Engineer to work closely with cross-functional teams to develop and integrate AI and machine learning capabilities into our VR/AR Museum SaaS Platform. You will have the opportunity to shape the future of museum technology and play a critical role in helping museums worldwide improve their offerings and visitor engagement. This position involves a variety of responsibilities, including the design and development of algorithms for content recommendation, customer behavior analysis, and predictive analytics. You will also be responsible for collecting, cleaning, and preprocessing data from various sources, utilizing real-time data analysis techniques to extract insights that can enhance the visitor experience and museum operations. In addition to AI and machine learning development, you will focus on creating personalized experiences for museum visitors through recommendation systems based on their preferences and interactions. You will implement natural language processing solutions for virtual tour guides and work on computer vision projects to enable image recognition and augmented reality experiences. Infrastructure management is also a key aspect of this role, where you will design tools to manage museum infrastructure efficiently, ensuring security and scalability. Your role will also involve continuous improvement of customer experiences by optimizing navigation and content delivery within the virtual and augmented reality museum. You will conduct rigorous testing and optimization of AI and ML models to ensure their accuracy and efficiency. Staying updated on the latest developments in AI, ML, VR, and AR technologies will be essential, as you will apply innovative solutions to enhance the platform's capabilities. Documentation of AI and ML models and processes will be required for team reference and future development.

Responsibilities

• Collaborate with a cross-functional team to design, develop, and integrate AI and machine learning components into the VR/AR museum SaaS platform.
• Create algorithms for content recommendation, customer behavior analysis, and predictive analytics.
• Collect, clean, and preprocess data from various sources, including museum assets and visitor interactions.
• Utilize real-time data analysis and insights generation techniques to extract insights, patterns, and trends that can enhance the visitor experience and museum operations.
• Develop recommendation systems that provide personalized content and experiences to museum visitors based on their preferences, history, and real-time interactions.
• Develop machine learning algorithms to optimize visitor flow and minimize congestion within museums.
• Implement NLP solutions for understanding and generating natural language content, such as virtual tour guides or interactive exhibits.
• Work on computer vision projects to enable image recognition, object tracking, and augmented reality experiences within the museum environment.
• Design and develop tools and algorithms to facilitate efficient management of museum infrastructure, including lighting, climate control, and interactive exhibits.
• Ensure robust infrastructure security and scalability to accommodate the needs of various museums.
• Leverage AI and ML to continuously improve the customer experience by optimizing navigation, content delivery, and engagement within the virtual and augmented reality museum.
• Conduct rigorous testing, monitoring, and optimization of AI and ML models to ensure accuracy, efficiency, and scalability of the platform.
• Stay updated on the latest developments in AI, ML, VR, and AR technologies, and apply innovative solutions to enhance the platform's capabilities.
• Maintain clear and comprehensive documentation of AI and ML models, algorithms, and processes for team reference and future development.

Requirements

• Bachelor's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field (Master's or Ph.D. preferred).
• Minimum 5 years proven experience in AI and machine learning, with a strong portfolio of past projects.
• Proficiency in programming languages such as Python and familiarity with relevant libraries (TensorFlow, PyTorch, scikit-learn).
• Strong knowledge of data processing and analysis, including data cleaning, feature engineering, and data visualization.
• Experience with Computer Vision, NLP, and recommendation systems.
• Knowledge of VR/AR technologies and their applications is a plus.
• Strong problem-solving skills and the ability to work collaboratively in a cross-functional team.
• Excellent communication skills to convey complex technical concepts to non-technical stakeholders.

Nice-to-haves

• Knowledge of VR/AR technologies and their applications is a plus.

Benefits

• Remote work opportunity
• Diverse and vibrant work environment
• Opportunity to work on meaningful and innovative projects that change the way clients view possibilities.