Data Science Engineer

3 days ago

San Francisco, California, United States Unreal Gigs Full time
Job Title: Data Science Engineer

We are seeking a highly skilled Data Science Engineer to join our team at Unreal Gigs. As a key member of our data science team, you will be responsible for designing and developing machine learning models that drive business innovation.

Estimated Salary: $120,000 - $180,000 per year

This is a full-time position with opportunities for professional growth and development in the field of data science.

Job Description:Main Responsibilities:
  1. Design and Develop Machine Learning Models:
  • Build and deploy machine learning models using algorithms such as regression, classification, clustering, and deep learning. You will work with large datasets to train models that solve real-world problems like prediction, recommendation, and automation.
Model Training and Hyperparameter Tuning:
  • Experiment with different model architectures and optimize hyperparameters to improve model accuracy and efficiency. You will apply cross-validation, regularization, and other techniques to ensure high-performing models.
Data Processing and Feature Engineering:
  • Collaborate with data engineers and scientists to preprocess, clean, and transform large datasets into formats that are suitable for machine learning. You will perform feature engineering to extract meaningful features that enhance model performance.
Deploy Models into Production:
  • Implement machine learning models in production environments, ensuring that they are scalable, reliable, and efficient. You will work with cloud platforms and DevOps teams to deploy models using technologies like Docker, Kubernetes, and CI/CD pipelines.
Monitor and Improve Model Performance:
  • Continuously monitor model performance in production, detecting issues such as model drift or degradation. You will retrain and optimize models as needed, ensuring that they remain accurate and relevant over time.
Collaborate with Cross-Functional Teams:
  • Work closely with software developers, product managers, and data scientists to integrate machine learning models into products and services. You will ensure that AI solutions meet business objectives and deliver measurable value.
Stay Current with AI and Machine Learning Trends:
  • Keep up-to-date with the latest developments in machine learning, deep learning, and AI. You will explore new algorithms, tools, and techniques to continuously improve the machine learning solutions you develop.

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