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Data Analyst

1 month ago

Buford, Georgia, United States GHD Group Full time
Job Title: Data Scientist

We are seeking a highly skilled Data Scientist to join our team at GHD Group. As a Data Scientist, you will be responsible for analyzing complex datasets using statistical and machine learning methodologies.



The ideal candidate will have experience in applied data science and machine learning, developing, training, and validating modern AI frameworks, and leveraging Large Language Models (LLMs) and Graph Database.



Responsibilities:


  • Own and manage existing Computer Vision project codebases, which involve model development and inference, data manipulations, and end user applications
  • Develop new Computer Vision solutions with masking, alignment, resampling, object detection, image classification, contour detection and approximation, morphological and affine transformations
  • Perform Natural Language Processing tasks such as text summarization, extractive question answering, text classification, and topic modeling using transformers, NMF, LDA, Named-Entity Recognition in Python
  • Combine Computer Vision and Natural Language Processing, and off-the-shelf document parsing libraries (e.g. Adobe API) to provide comprehensive knowledge extraction from arbitrarily complex PDF documents
  • Develop and own maintainable solutions through expertise in object-oriented programming (OOP), code documentation, version control, testing, and other good development practices
  • Advise others on data science and programming related architectural and design questions
  • Demonstrate strong ability to pick up on new tools, techniques, and domain knowledge quickly, with minimal formal training
  • Serve as internal thought leader on how to experiment with, explore and implement emerging data science technologies, especially related to unstructured data
  • Deliver highly engaging and persuasive presentations, utilizing skills in visual and verbal storytelling, whether in the form presentations, interactive dashboards, blog articles, or other inventive media
  • Document technical as well as high-level methodology for own and teams' data science deliverables in a beautiful, client-ready way
  • Create superb illustrations and visualizations of data communicating statistical modeling results as measures of the business's impact


Requirements:


  • Ph.D. or master's in STEM, or Quantitative Environmental Science, Civil Engineering related fields with 3 years of experience in applying data science and machine learning to real-world problems
  • 1 to 2 years hands-on experience implementing Computer Vision and Natural Language Processing solutions for processing unstructured data
  • Proficiency in Python and Python-based data science libraries, such as OpenCV, NLTK, SpaCy, huggingface etc.
  • Foundation of machine learning theory and application, ranging from conventional multivariate statistical learning models to deep learning and beyond
  • Mastery in putting ML theory into practice, using libraries such as scikit-learn, tensorflow, pytorch, keras
  • Experience in spatial-temporal data analysis and visualizations libraries such as GeoPandas, leaflet, matplotlib, seaborn, plotnine, plotly, or similar is a plus
  • Experience in optimizing model performance through proper model selection, hyperparameter tuning, feature engineering, model validation and testing is a plus


We are an equal-opportunity employer and encourage individual achievement and recognize the strength of a diverse workforce.



Please note that we will provide reasonable accommodation for applicants with disabilities throughout the recruitment and selection process.



We look forward to hearing from you.



Contact Information:

Please do not contact us with unsolicited services or products.



Thank you for your understanding.



Disclaimer:

This job description is a summary of the key responsibilities and qualifications for the role. It is not an exhaustive list of duties and responsibilities and may be subject to change.



Please note that we reserve the right to modify or withdraw this job posting at any time without notice.



We are an equal-opportunity employer and welcome applications from diverse candidates.



Please do not contact us with unsolicited services or products.



Thank you for your understanding.



Equal Employment Opportunity:

GHD Group is an equal-opportunity employer and welcomes applications from diverse candidates.



We are committed to providing a workplace that is free from discrimination and harassment.



We are an equal-opportunity employer and encourage individual achievement and recognize the strength of a diverse workforce.



Please note that we will provide reasonable accommodation for applicants with disabilities throughout the recruitment and selection process.



We look forward to hearing from you.



Contact Us:

Please do not contact us with unsolicited services or products.



Thank you for your understanding.



Disclaimer:

This job description is a summary of the key responsibilities and qualifications for the role. It is not an exhaustive list of duties and responsibilities and may be subject to change.



Please note that we reserve the right to modify or withdraw this job posting at any time without notice.



We are an equal-opportunity employer and welcome applications from diverse candidates.



Please do not contact us with unsolicited services or products.



Thank you for your understanding.



Equal Employment Opportunity:

GHD Group is an equal-opportunity employer and welcomes applications from diverse candidates.



We are committed to providing a workplace that is free from discrimination and harassment.



We are an equal-opportunity employer and encourage individual achievement and recognize the strength of a diverse workforce.



Please note that we will provide reasonable accommodation for applicants with disabilities throughout the recruitment and selection process.



We look forward to hearing from you.