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Job Description

Responsibilities:

• Gathering and preparing data for training models, including cleaning, transforming, and organizing data.

• Designing, building, and training machine learning models using various algorithms and techniques.

• Assessing the performance of models using metrics and validation techniques to ensure they meet the required standards.

• Implementing models into production environments, ensuring they are scalable and efficient.

• Continuously improving models by tuning hyperparameters, experimenting with different algorithms, and enhancing data quality.

Day to Day:

One of Insight Global's clients is seeking an AI engineer to join their team. This individual will be responsible for the development and optimization of advanced computer vision models, focusing on applications such as facial recognition and 3D sensor fusion. They will design algorithms that accurately identify and analyze facial features, ensuring high precision and reliability in various conditions. Additionally, they will integrate data from multiple sensors to create comprehensive 3D models, enhancing the system's ability to interpret and interact with the physical environment. The role involves collecting and curating data sets for training and testing computer vision models, training models using appropriate machine learning techniques to ensure robustness and accuracy. And identifying and extracting relevant features from images or sensor data to improve model performance. They will also develop models capable of real-time processing for applications like live facial recognition, conduct rigorous testing and validation to ensure models perform well under various conditions and scenarios, and maintain detailed documentation of model development processes, parameters, and performance results. This individual must have an in-depth understanding of machine learning techniques, proficiency in programming languages, and a commitment to continuous improvement and innovation.

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to [email protected] learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

Skills and Requirements

Must Have:

• 3+ years of experience

• Solid understanding of computer vision, image processing, and 3D geometry

• Strong experience with facial recognition or 3D sensor fusion

• Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow)

• Bachelor’s degree in related field Pluses:

• Background in deploying models on edge or embedded devices

• Experience with real-time inference and model optimization

• Masters Degree