Overview
Remote
Depends on Experience
Full Time
Skills
Data Scientist
AI/ML
Python
Job Details
Job Title: Data Scientist
Location: Columbus,OH
Type: Fulltime
Job Description:
- Analyzing complex decisions that AI cannot (yet) make, breaking them down into deterministic decision trees, and finding innovative ways to involve AI in those processes
- Creating and maintaining ML pipelines to operationalize ML models.
- Collaborating in cross-functional software/architecture design sessions to find the best solutions for the problems that we are facing.
- Implement and optimize deep learning models for generative tasks.
- Collaborate with software engineers to integrate models into production systems
- Should be able to comprehend data through exploration and visualization, spot discrepancies in data distribution
- Should be able to work on structured as well as unstructured data
- Should understand CI/CD processes in AI/ML deployment and used it in delivery.
- Should be able to collaborate with data engineers to build data and model pipelines and maintain accuracy
- Should be able to take complete ownership of the assigned project
Required Skills:
- You have at least 5 years of development experience.
- Proficiency and extensive development experience with Python and basic libraries for machine learning such as scikit-learn, pandas
- Proficiency in Python and Object oriented programming
- Comfort working in a fast-paced environment with high standards for outputs
- Able to work independently, self-organize, and motivate
- Comfort working in a fast-paced environment with high standards for outputs
- Understanding of AI/ML frameworks, LLM libraries, data structures, data modeling, and software architecture.
- Proficiency with a deep learning framework such as TensorFlow, Keras, NLP and text analytics and ML algorithms like clustering, regression, classification etc
- Experience working with recommendation engines, data pipelines and distributed machine learning