Demo

Data Scientist - hybrid - W2 only

Chelsoft Solutions Co.
Kennett, PA Contractor
POSTED ON 12/8/2024
AVAILABLE BEFORE 4/5/2025
Position Overview

As a Data Scientist ML/AI, you will play a pivotal role in developing, and deploying ML/AI models to revolutionize our retail operations. You will work with cross-functional teams to create data-driven solutions that enhance product recommendations, optimize inventory management, and personalize customer interactions.

Role Responsibilities

  • Model Development: Develop, and implement ML/AI models and algorithms to address specific retail challenges, such as personalized recommendations, automated content generation, and predictive analytics.
  • Data Engineering: Collaborate with data engineers to preprocess, clean, and structure data for model training and evaluation. Ensure data pipelines are optimized for efficiency and accuracy.
  • Machine Learning Operations (MLOps):
  • Deploy and maintain machine learning models in production environments (Astronomer, AWS, Snowpark). Implement MLOps practices to ensure scalability, robustness, and monitoring of deployed models.
  • Collaboration: Work closely with data scientists, software engineers, and business stakeholders to understand requirements and translate them into technical solutions.
  • Performance Optimization: Continuously evaluate and fine-tune models to improve performance and accuracy. Utilize feedback and metrics to enhance model effectiveness.
  • Documentation and Reporting: Maintain thorough documentation of model development processes and results. Communicate findings and insights to both technical and non-technical stakeholders.

Key Qualifications

  • Education: Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field. Advanced degree is a plus.
  • Technical Skills:
  • Proficiency in Python, including libraries such as TensorFlow, PyTorch, and scikit-learn.
  • Experience with Large language models llama, Claude, etc.
  • Knowledge of cloud platforms (e.g., AWS, GCP, Azure) and their machine learning services.
  • Strong SQL knowledge for data manipulation and querying.
  • Worked with modern data warehouses like Snowflake or BigQuery
  • Used source control, Git and/or GitHub, proficiently
  • Familiarity with MLOps tools and practices for deploying and managing machine learning models.
  • Experience with data engineering practices and tools (e.g., ETL processes, data warehousing).
  • Worked in an agile team environment
  • Problem-Solving: Strong analytical and problem-solving skills with the ability to think creatively and strategically.
  • Communication: Excellent verbal and written communication skills, with the ability to present complex technical concepts to diverse audiences.

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