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Data Scientist - (AI-ML / GCP)

Data Scientist - (AI-ML / GCP)

Ishan TechnologiesMadurai, IN
6 hours ago
Job description

Job Title : Data Scientist - (AI-ML / GCP)

Employment : Full-Time

Job Summary :

We are seeking a highly skilled and analytical Data Scientist with hands-on experience in designing, developing, and deploying data-driven solutions. The ideal candidate will have strong expertise in data analysis, machine learning, and cloud-based model deployment preferably on Google Cloud Platform (GCP).

Key Responsibilities :

1. Data Analysis and Modelling :

  • Analyse large-scale datasets from web and mobile applications (including React-based systems) to identify trends, patterns, and actionable insights.
  • Design and develop machine learning, predictive, and statistical models to solve complex business challenges such as churn prediction and customer segmentation.
  • Validate and refine model performance using suitable evaluation metrics to ensure accuracy, reliability, and business relevance.

2. Data Collection and Integration :

  • Collect and preprocess data from multiple sources, including Firebase services (Firestore, Firebase Analytics), ensuring data quality and consistency.
  • Integrate disparate data sources into unified datasets compatible with APIs and application backends on cloud platforms.
  • Perform data cleaning, transformation, and feature engineering for modelling and visualization readiness.

    • 3. Insight Generation and Reporting :

  • Derive actionable insights to support business and product strategies, such as enhancing user experience in React-based applications.
  • Develop and maintain data visualizations and interactive dashboards using cloud-compatible tools.
  • Present findings and recommendations through clear reports to both technical and non-technical stakeholders .

    • 4. Collaboration and Communication :

  • Collaborate with developers, product managers, and UX teams to align data science initiatives with business goals.
  • Communicate project progress, analysis outcomes, and model performance through regular stakeholder updates.
  • Work with engineering teams to deploy models seamlessly into production environments (e.g., Firebase-hosted systems).

    • 5. Model Deployment and Monitoring :

  • Deploy and operationalize machine learning models in production using Google Cloud Platform (GCP) or other public clouds.
  • Continuously monitor model performance, addressing issues like data drift and optimizing scalability and efficiency.
  • Implement and maintain model tracking, logging, and monitoring frameworks in cloud environments.

    • Required Skills :

  • 4+ years of professional experience as a Data Scientist or in a similar analytical role.
  • Proven hands-on experience with at least one public cloud platform (strong preference for Google Cloud Platform).
  • Strong proficiency in Python and its data science libraries (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, etc.).
  • Experience with Firebase, BigQuery, and Vertex AI is highly desirable.
  • Expertise in data visualization tools (e.g., Looker Studio, Tableau, or Power BI).
  • Strong understanding of data modelling, ETL processes , and API integrations in cloud-based systems.
  • Excellent communication skills and ability to collaborate with cross-functional teams.
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