Machine Learning Data Specialist

21 hours ago


San Francisco, California, United States Unreal Gigs Full time
Unreal Gigs seeks a skilled Machine Learning Data Specialist to join our team. This role involves collaborating with data scientists, machine learning engineers, and product teams to prepare, label, and refine data that directly impacts the performance and learning of AI algorithms across diverse applications. As a Machine Learning Data Specialist, you will have extensive experience with data annotation tools and techniques, as well as strong analytical skills to assess data quality and accuracy. You will also have expertise in data manipulation using tools like Python or SQL.

**Job Responsibilities:**
  • Curate and Label Training Data:
    • Select, label, and organize datasets that enable machine learning models to learn effectively.
  • Refine and Clean Datasets:
    • Preprocess and clean raw data to eliminate noise and inaccuracies, ensuring high-quality data inputs.
  • Collaborate on Annotation Guidelines:
    • Work with data scientists and product managers to define labeling and annotation guidelines that align with project goals.
  • Optimize Data for Model Performance:
    • Analyze and select data subsets to improve model training efficiency and accuracy.
  • Conduct Quality Assurance on Labeled Data:
    • Perform quality checks on annotated data to ensure labels are accurate and useful for model training.


**Requirements:**
  • Data Annotation and Labeling: Extensive experience with data labeling tools and techniques, with the ability to create high-quality, structured datasets.
  • Data Cleaning and Preprocessing: Strong understanding of data cleaning methods to prepare datasets for model training.
  • Analytical Skills and Quality Assurance: Ability to assess data quality and accuracy through quality assurance processes.
  • Collaboration and Communication: Strong communication skills to work with cross-functional teams and explain data requirements.
  • Technical Skills: Proficiency in data manipulation using tools like Python or SQL.


**Salary:** $95,000 - $125,000 per year, depending on experience. We offer comprehensive benefits, including health insurance, paid time off, and opportunities for professional development.

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