Senior Data Scientist
Raas Infotek LLC
Grand Prairie, TX, United States
1 day ago
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Role details
Contract type
Contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
10 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Amazon Web Services
Software Applications
Microsoft Azure
Big Data
Cloud Computing
Software Code Optimization
Computer Programming
Continuous Integration
Data Cleansing
Data Transformation
Data Visualization
+27 more
Database Applications
R (Programming Language)
Apache Hadoop
Monitoring of Systems
Statistical Hypothesis Testing
Python (Programming Language)
Machine Learning
Natural Language Processing
Power BI
Tensorflow
SQL Databases
Tableau (Software)
Unstructured Data
Google Cloud
Feature Engineering
Pytorch
Large Language Models
Prompt Engineering
Apache Spark
Deep Learning
Generative AI
Keras
Matplotlib
Scikit Learn
Machine Learning Operations
Data Pipelines
Databricks
Job description
- Analyze large and complex datasets to identify trends, patterns, and business insights.
- Design, develop, train, and deploy machine learning and predictive analytics models.
- Apply statistical techniques, hypothesis testing, regression, classification, and clustering.
- Develop AI/ML solutions using Python and relevant machine learning frameworks.
- Work with structured and unstructured data to solve complex business problems.
- Build and optimize data pipelines for data collection, preprocessing, and feature engineering.
- Implement deep learning models using TensorFlow, PyTorch, or Keras.
- Collaborate with data engineers, software developers, and business stakeholders.
- Deploy and monitor machine learning models in production environments.
- Communicate analytical findings and recommendations to technical and non-technical stakeholders.
Requirements
We are looking for an experienced Senior Data Scientist with 10+ years of experience in designing, developing, and deploying advanced machine learning models, statistical solutions, and data-driven applications. The ideal candidate should have strong expertise in Python, machine learning, deep learning, statistical modeling, and big data technologies., * 10+ years of experience in Data Science, Machine Learning, and Advanced Analytics.
- Strong programming experience in Python, R, and SQL.
- Expertise in Machine Learning algorithms and statistical modeling.
- Hands-on experience with TensorFlow, PyTorch, Scikit-learn, and Keras.
- Experience with NLP, Deep Learning, and Predictive Analytics.
- Strong knowledge of data preprocessing, feature engineering, and model optimization.
- Experience working with large datasets and cloud platforms such as AWS, Azure, or Google Cloud Platform.
- Knowledge of Spark, Hadoop, Databricks, or other big data technologies.
- Experience with data visualization tools such as Tableau, Power BI, or Matplotlib.
- Understanding of MLOps, model deployment, model monitoring, and CI/CD pipelines., * Experience with Generative AI, Large Language Models (LLMs), and AI-powered applications.
- Knowledge of NLP frameworks, transformers, and prompt engineering.
- Experience with cloud-based machine learning services.
- Strong problem-solving, analytical, and communication skills.
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