Data Scientist - Computer Vision at Kforce Inc in Euless, Texas

Job Description:

RESPONSIBILITIES:

Kforce is looking for a Mid-Level Data Scientist to join our client team to leveraging advanced AI and machine learning techniques to solve complex problems. We are seeking a talented Data Scientist with a strong focus on Computer Vision (CV) to join our innovative team. You will be working remote.

Responsibilities:

• Research and integrate state-of-the-art algorithms for image processing


• Develop deep learning models for various computer vision applications


• Utilize neural network architectures such as CNNs (including R-CNNs, Mask R-CNNs), transformer-based models (including ViT, LayoutLMv2), GNNs (including GCNs), and GANs for document processing and data sample generation


• Detect, classify, analyze, parse, and interpret images extracted from documents, including charts, graphs, plots, and diagrams


• Apply multi-modal large foundational models (generative AI) to the processing and understanding of images


• Conduct advanced document layout analysis and element segmentation from complex, artifact-heavy digitized documents


• Integrate OCR for extracting text from images, such as axis labels and legends, to accurately map visual data to real-world values


• Build data extraction pipelines that convert visual data into structured formats (e.g., tables, JSON), ensuring scalability and performance in a production environment


• Develop solutions that convert visual data from images (e.g., plots or graphs) into structured data (e.g., tables of points)


• Perform data post-processing, including validation and refinement of extracted data to ensure accuracy and consistency in structured outputs


• Utilize deep learning frameworks such as TensorFlow and PyTorch


• Ensure compliance with strict security requirements and the ability to perform tasks in air-gapped environments

REQUIREMENTS:

• Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field


• 3-5 years of experience in computer vision and machine learning


• Proficiency in programming languages such as Python, R, or Java


• Experience with computer vision libraries and frameworks (e.g., OpenCV, TensorFlow, PyTorch)


• Strong understanding of neural network architectures and their applications in computer vision


• Experience with OCR technologies and integrating them into data pipelines


• Excellent problem-solving skills and attention to detail


• Strong communication and teamwork abilities

Preferred Qualifications:

• Experience with generative AI models and multi-modal large foundational models


• Knowledge of document layout analysis and element segmentation


• Experience with production-grade data pipeline development


• Familiarity with data post-processing and validation techniques

The pay range is the lowest to highest compensation we reasonably in good faith believe we would pay at posting for this role. We may ultimately pay more or less than this range. Employee pay is based on factors like relevant education, qualifications, certifications, experience, skills, seniority, location, performance, union contract and business needs. This range may be modified in the future.

We offer comprehensive benefits including medical/dental/vision insurance, HSA, FSA, 401(k), and life, disability & ADD insurance to eligible employees. Salaried personnel receive paid time off. Hourly employees are not eligible for paid time off unless required by law. Hourly employees on a Service Contract Act project are eligible for paid sick leave.

Note: Pay is not considered compensation until it is earned, vested and determinable. The amount and availability of any compensation remains in Kforce's sole discretion unless
and until paid and may be modified in its discretion consistent with the law.

This job is not eligible for bonuses, incentives or commissions.

Kforce is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status.

By clicking "Apply Today" you agree to receive calls, AI-generated calls, text messages or emails from Kforce and its affiliates, and service providers. Note that if you choose to communicate with Kforce via text messaging the frequency may vary, and message and data rates may apply. Carriers are not liable for delayed or undelivered messages. You will always have the right to cease communicating via text by using key words such as STOP.

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