data scientist (gcp)

4 - 8 years

6 - 10 Lacs

Posted:Just now| Platform: Naukri logo

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Job Type

Full Time

Job Description

Job Overview:


We are seeking an

experienced Data Scientist

with strong hands-on expertise in

Google Cloud Platform (GCP)

to lead the development and deployment of data-driven solutions. This role involves designing and implementing machine learning models, performing advanced analytics, and driving impactful insights by leveraging the latest in cloud-native AI/ML tools.

Key Responsibilities:

  • Design, develop, and deploy

    machine learning models and data pipelines

    using GCP services such as

    Vertex AI

    ,

    BigQuery

    , and

    Dataflow

    .
  • Conduct

    data wrangling, feature engineering

    , and

    statistical modeling

    to support predictive and prescriptive analytics.
  • Collaborate with stakeholders to

    understand business needs

    and translate them into scalable analytical solutions.
  • Deploy models in production,

    monitor performance

    , and implement continuous improvement strategies.
  • Ensure adherence to

    data governance

    ,

    model explainability

    , and

    regulatory compliance

    standards.

Required Technical Skills:

  • Strong expertise in GCP services

    : Vertex AI, BigQuery, Dataflow, Cloud Storage.
  • Programming proficiency in Python

    and SQL, along with ML frameworks such as

    Scikit-learn

    ,

    TensorFlow

    , or

    PyTorch

    .
  • Hands-on experience working with

    large datasets

    , performing

    data preprocessing

    , and using data

    visualization tools

    .
  • Understanding of

    MLOps practices

    , including

    CI/CD pipelines

    ,

    version control

    (Git), and tools like

    Jenkins

    .
  • In-depth knowledge of

    statistical methods

    ,

    ML algorithms

    , and

    performance evaluation metrics

    .

Preferred (Nice-to-Have):

  • Google Cloud certification (e.g.,

    Professional Data Engineer

    ,

    Professional Machine Learning Engineer

    )
  • Experience in

    real-time data processing

    ,

    streaming analytics

    , or

    AI model monitoring

    in production environments.

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