Data Scientist Subcontractor

The Hackett Group boca raton , FL 33487

Posted 4 days ago

Data Scientist

Position Summary:

We are seeking a highly skilled and motivated Data Scientist to join our dynamic team. The ideal candidate is proficient in Python, has extensive experience with cloud platforms (AWS, Azure, GCP), and possesses a strong background in both theoretical and practical aspects of machine learning techniques.

Key Responsibilities:

  • Python Proficiency:

  • Utilize Python for data analysis, manipulation, and visualization.

  • Develop and implement machine learning models using Python-based libraries and frameworks.

  • Cloud Platform Knowledge:

  • Work with data on various cloud platforms such as AWS, Azure, and GCP.

  • Deploy and manage data science solutions in cloud environments.

  • Machine Learning Techniques:

  • Apply classification and regression techniques, including ensemble models, XGBoost, SVM, and neural networks.

  • Implement statistical forecasting models such as ARIMA, S-Arima, and Holt-Winters.

  • Clustering:

  • Utilize clustering algorithms to uncover patterns and insights from data.

  • Deep Learning Frameworks:

  • Demonstrate expertise in deep learning frameworks such as TensorFlow and PyTorch.

  • Apply knowledge in image, text, and sequence processing models.

  • Neural Networks:

  • Implement Convolutional Neural Networks (CNN) for image recognition tasks.

  • Develop Recurrent Networks (LSTM, GRU) for sequence-based data analysis.

  • Generative AI Frameworks:

  • Work with generative AI frameworks like Langchain, Hugging Face, Llama Index, Lamini, etc.

  • Apply generative models for various applications, including text and image generation.

  • Communication and Teamwork:

  • Effectively communicate findings and insights to both technical and non-technical stakeholders.

  • Collaborate with cross-functional teams to deliver impactful data science solutions.

  • Continuous Learning:

  • Demonstrate a proactive attitude towards learning and staying updated with the latest advancements in data science and AI.

Qualifications:

  • Bachelor's degree in Computer Science, Information Technology, or a related field (Computer Science, Statistics, Data Science, etc.).

  • Proven experience in applying machine learning and deep learning techniques to real-world problems.

  • Strong programming skills in Python and experience with relevant libraries and frameworks.

  • Experience working with cloud platforms (AWS, Azure, GCP).

  • Excellent communication and teamwork skills.

  • A passion for continuous learning and staying current with industry trends.

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