Data Scientist

Role Overview: As a Data Scientist specializing in Google Cloud, you will play a pivotal role in driving data-driven decision-making and innovation within the organization. Leveraging the power of Google Cloud's robust data analytics and machine learning tools, you will extract valuable insights from large datasets, develop predictive models, and optimize business processes. Key Responsibilities: - Data Ingestion and Preparation: - Design and implement efficient data pipelines for ingesting, cleaning, and transforming data from various sources into Google Cloud Platform (GCP) data warehouses (BigQuery) or data lakes (Dataflow). - Perform data quality assessments, handle missing values, and address inconsistencies to ensure data integrity. - Exploratory Data Analysis (EDA): - Conduct in-depth EDA to uncover patterns, trends, and anomalies within the data. - Utilize visualization techniques (e.g., Tableau, Looker) to communicate findings effectively. - Feature Engineering: - Create relevant features from raw data to enhance model performance and interpretability. - Explore techniques like feature selection, normalization, and dimensionality reduction. - Model Development and Training: - Develop and train predictive models using machine learning algorithms on GCP platforms like Vertex AI. - Evaluate model performance using appropriate metrics and iterate on the modeling process. - Model Deployment and Monitoring: - Deploy trained models into production environments using GCP's ML tools and infrastructure. - Monitor model performance over time, identify drift, and retrain models as needed. - Collaboration and Communication: - Work closely with data engineers, analysts, and business stakeholders to understand their requirements and translate them into data-driven solutions. - Communicate findings and insights in a clear and concise manner, using visualizations and storytelling techniques. Qualifications Required: - Strong proficiency in Python or R programming languages. - Experience with Google Cloud Platform (GCP) services such as BigQuery, Dataflow, Cloud Dataproc, and Vertex AI. - Familiarity with machine learning algorithms and techniques. - Knowledge of data visualization tools like Tableau and Looker. - Excellent problem-solving and analytical skills. - Ability to work independently and as part of a team. - Strong communication and interpersonal skills. Additional Details: The job type is Full-time, Permanent. The work location is in person at Noida, Uttar Pradesh. Note: Omitted Application Question(s) as they are specific to the application process and not part of the job description.,