Sr Data Scientist - Indianapolis - Georgia IT Inc

    Georgia IT Inc
    Georgia IT Inc Indianapolis

    2 days ago

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    Description

    Job Title: Sr Data Scientist

    Project Description:

    The ideal candidate will have experience and fundamental knowledge in machine learning, expertise in deploying models, and programming skills to develop and deliver client solutions in an industry setting.

    Responsibilities:

    • Collaborate with R&D scientists to design and prototype rigorous machine learning solutions aligned to project needs.
    • Design and implement scalable data pipelines for processing high-complexity datasets such as high-throughput bioassays or large-scale agriculture datasets.
    • Work with data scientists, data engineers, and production teams to deploy and maintain data products at scale.
    • Communicate and train research partners on models and products to facilitate data-driven decisions.
    • Convey insights derived from complex data analysis into simple conclusions that empower leadership to drive action; communicate results in internal and external forums; and contribute to scientific articles as needed.
    • Oversee the data product life cycle and collaborate with other scientists to continuously improve underlying models and optimize data architecture.
    • Stay up-to-date with emerging technologies in big data, machine learning, and agriculture tech and advocate for their adoption where beneficial.

    Required Qualifications:

    • 7-8 Years of strong expertise in R or Python programming languages and their application to data wrangling, machine learning (e.g., TensorFlow, PyTorch), and data visualization.
    • Experience and fundamental understanding of machine learning techniques (e.g., logistic regression, random forest, XGBoost, SVMs, K-means, neural networks).
    • Solid understanding of variable selection; dimensionality reduction; model diagnostics; and model training, testing, and validation.
    • Experience deploying machine learning models in production (e.g., CI/CD pipeline development; containerization using tools such as docker, podman, or Kubernetes; Git).
    • Able to work both independently and within a multidisciplinary team environment to provide innovative solutions.
    • Able to successfully collaborate with colleagues from diverse technical backgrounds which includes excellent communication, interpersonal, verbal, and written skills.
    • Strong critical thinking and problem-solving skills, flexibility, and willingness to learn.
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