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.
The Hackett Group