• Data Scientist

    Insight Global (Santa Clara, CA)


    Job Description

    The Data Scientist will join the Machine Learning team to support a wide range of data-driven initiatives across networking, security, and language-related use cases. This role involves working with cross-functional teams to uncover insights, solve complex problems, and deploy scalable machine learning solutions.

     

    • Conduct exploratory data analysis (EDA) and use visualization techniques to communicate insights.

    • Ingest, clean, preprocess, and transform data for modeling; handle missing values, outliers, and inconsistencies.

    • Label datasets for classification tasks and prepare data pipelines.

    • Build, train, and evaluate machine learning models including CNNs, XGBoost, Transformers, Graph ML, Time Series models, and LLMs.

    • Collaborate with engineering teams to deploy models using formats such as ONNX and GGUF; apply model quantization and evaluation techniques.

    • Solve complex data challenges using critical thinking and analytical skills.

    • Work closely with data engineers, analysts, and domain experts to translate business needs into actionable insights.

     

    Salary Range - $225,000-$300,000

     

    We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to [email protected] learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/.

    Skills and Requirements

    • Master’s degree in Computer Science or Engineering.

    • 8+ years of experience in data science or a related field.

    • Strong proficiency in Python.

    • Experience with data analysis and visualization tools (e.g., Pandas, NumPy, Matplotlib, Seaborn).

    • Solid understanding of machine learning algorithms and techniques.

    • Familiarity with deep learning frameworks such as TensorFlow or PyTorch.

    • Experience with NLP and large language models (LLMs) is a plus.

     

    Strong problem-solving and communication skills. • Experience with Go programming language.

     

    • Familiarity with acceleration frameworks such as RAPIDS or Spark.

    • Knowledge of cloud platforms (AWS, GCP, Azure).

     

    Experience with data version control and MLOps practices.