Description

Design and implement machine learning and deep learning systems to solve complex business problems using SQL and Python.

This role is remote.

Responsibilities

• Analyze large, complex datasets to identify trends, patterns, and correlations using SQL and Python.
• Develop and implement machine learning algorithms and models to optimize business processes.
• Build and train deep learning models for image recognition, natural language processing, and recommendation systems.
• Apply NLP techniques to extract insights from unstructured text data and develop predictive models.
• Communicate findings and insights to stakeholders through clear data visualizations and reports.

Required Skills

• Bachelor’s degree in Computer Science, Statistics, Mathematics, or a related field (Master’s or PhD preferred).
• 5+ years of proven experience as a Data Scientist or similar role.
• Proficiency in SQL and Python for data manipulation, querying, and analysis.
• Expertise in Pandas, NumPy, and Scikit-learn.
• Deep understanding of supervised and unsupervised learning, regression, classification, clustering, and ensemble methods.
• Hands-on experience with TensorFlow, Keras, or PyTorch.
• Solid understanding of NLP concepts and experience with NLTK, spaCy, or Transformers.

Preferred Skills

• Familiarity with OpenAI technologies and experience implementing solutions using OpenAI APIs.
• Ability to evaluate and implement new technologies to improve model performance and scalability.

Key Skills

Education

Bachelor's degree