Job Description:

We are seeking an AI Developer for Fidelity Coding Solution to work with our client. In this role, you will create a solution that processes video recordings and/or cleaned transcripts to detect deviations from lesson plans, measure adherence to instructional protocols, and flag key segments for in-depth human evaluation.

Responsibilities:

• Data Input and Preprocessing: Handle raw video inputs and cleaned transcripts (with personal identifiers removed), performing or integrating transcription where needed.
• Duration Analysis: Develop functionality to extract or use timestamps to calculate the time spent on each activity, comparing these durations to the lesson schedule.
• Activity Completion Verification: Implement a mechanism to cross-reference transcript or video data with lesson plans, ensuring prescribed activities occur in the correct order.
• Instructional Completeness Assessment: Detect the presence of essential letters, sounds, or vocabulary specified in the lesson plan.
• Sentiment Analysis: Build or integrate a module to detect teacher praise and evaluate the overall emotional valence of the session.
• Adherence to Lesson Script: Design logic to highlight deviations from the scripted lesson plan by mapping transcripts or videos to specific steps.
• Child Engagement Metrics: Implement conversation-based indicators (e.g., word counts) to measure child participation.
• Testing and Refinement: Validate all functionalities using representative videos and transcripts, iterating as needed to improve accuracy and performance.
• Documentation and Delivery: Provide clear documentation on data processing requirements, code structure, and usage instructions, as well as test results showcasing performance. Deliver the finalized code, ensuring it can be run and maintained by others in the future.

Minimum Requirements:

• At least a master's degree in a relevant field (e.g., computer science, data science, or a closely related discipline).
• Practical experience with machine learning, natural language processing, or computer vision.
• Proven experience working with AI libraries (e.g., TensorFlow, PyTorch) and a portfolio or record of successfully completed projects.
• Proven expertise in AI/ML, with experience applying natural language processing or computer vision techniques to educational contexts or similar domains.
• Proficiency in one or more programming languages commonly used for AI development (e.g., Python).
• Familiarity with relevant libraries and frameworks (TensorFlow, PyTorch, spaCy, etc.).
• Ability to process and integrate audio/video data, including transcription and timestamp extraction.
• Strong understanding of data privacy and anonymization practices.
• Excellent communication and documentation skills to ensure deliverables can be used and understood by non-technical stakeholders.

EEO Statement:

InGenesis is an equal opportunity employer committed to fostering a diverse, inclusive, and equitable workplace. We comply with all applicable federal, state, and local employment laws, including recent executive orders, and strictly prohibit discrimination, harassment, or retaliation based on race, color, religion, sex, sexual orientation, gender identity, national origin, disability, genetic information, age, veteran status, or any other characteristic protected by law.

InGenesis is dedicated to making reasonable accommodations for qualified individuals with disabilities and ensuring that all employment decisions are based on qualifications, merit, and business needs. If you require a reasonable accommodation during the hiring process, please contact us by visiting our website at https://www.ingenesis.com/careers/site-accommodations

Company Statement:

InGenesis is one of the largest staffing firms in the industry and is among the largest diversity-owned healthcare staffing firms in North America. InGenesis is dedicated to placing people in positions that preserve life, improve lives, and inspire others. This does not happen without passionate people: skilled colleagues who are motivated to create innovative solutions and deliver superior service to our clients. InGenesis counts almost half of the Fortune 500 in our nearly 300 clients, including clients in the healthcare, life sciences, higher education and pharma industries.