| Immediate Interview Role:: AI/ML Engineer with NLP/OCR || Location: Durham NC (100% Remote ) || Visa: USC Only at Durham, North Carolina, USA |
| Email: [email protected] |
| Hi, Hope you are doing great! Please find the requirement below , If you find yourself comfortable with the requirement please reply back with your updated resume and I will get back to you or I would really appreciate. Title: AI/ML Engineer with NLP/OCR Location: Durham NC (100% Remote ) Visa: USC Only Interview: Phone and Skype SSN, DOB, LinkedIn URL EST and CST May be MST Overview: We are currently in the process of migrating our Clinical Trial Management System (CTMS) and are seeking a skilled AI/ML Data Engineer to join our team. As an AI/ML Data Engineer, you will be responsible for developing and managing a new OCR (Optical Character Recognition) and document classification model. Our existing model, which processes around 200 studies and 75,000 documents annually, has seen a significant decline in accuracy. You will play a crucial role in rebuilding this model to adapt to new document templates and structures, ensuring the accuracy and efficiency of our document processing workflow. Key Responsibilities: Develop and Implement New OCR and Classification Models: Rebuild the OCR and document classification model to achieve high accuracy and reduce manual intervention. Utilize NLP techniques to enhance the model's performance. Ensure the model can effectively classify documents as valid or invalid and flag those that require manual review. Data Analysis and Model Evaluation: Analyze existing data and model performance to identify areas of improvement. Conduct rigorous testing and validation of the new model to ensure it meets the required accuracy standards. Collaboration and Integration: Work closely with the data engineering team to integrate the new model into the CTMS migration. Collaborate with cross-functional teams to understand document structures and ensure the model aligns with business needs. Continuous Improvement: Monitor the model's performance post-deployment and make necessary adjustments to maintain high accuracy. Stay updated with the latest advancements in OCR, NLP, and machine learning to continually improve the model. Qualifications: Educational Background: Bachelors or Masters degree in Computer Science, Data Science, Machine Learning, or a related field. Experience: Proven experience in developing and deploying OCR and NLP models. Experience with machine learning frameworks and libraries. Prior experience in handling large volumes of documents and ensuring data quality. Technical Skills: Hands-on development with Microsoft stack (Azure Data Factory, SSIS, Databricks) as well as Python and SQL. Proficiency in Python and relevant libraries. Strong understanding of data preprocessing, feature extraction, and model evaluation. Experience with database management and integration. Soft Skills: Ability to work independently and collaboratively in a fast-paced environment Excellent problem-solving skills and attention to detail. Strong communication skills to collaborate with team members and stakeholders. Hyper communication and inquisitive. Drivers with high level of self-motivation. Extreme accountability and ownership. Hands-on executionists vs theorists. Critical thinking. Preferred Qualifications: Experience in the healthcare or clinical research industry. Familiarity with CTMS and document management systems. Knowledge of cloud platforms and DevOps practices. Experience with Validated Systems Thanks And Regards Khokan Kaviraj Email: [email protected] Hangout: [email protected] Linked In: https://www.linkedin.com/in/khokan-kaviraj-582655166/ Accroid Inc. 1007 Orange ST 4th FL 1651 Wilmington, DE 19801 -- Keywords: artificial intelligence machine learning information technology Delaware Florida North Carolina Immediate Interview Role:: AI/ML Engineer with NLP/OCR || Location: Durham NC (100% Remote ) || Visa: USC Only [email protected] |
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| Tue Jun 04 19:55:00 UTC 2024 |