Ishan Technologies

Description :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).This role involves working closely with cross-functional teams to translate data into actionable insights that enhance business decisions, optimize user experiences, and drive measurable outcomes across web and mobile applications, including React-based environments.Key Responsibilities :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.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.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.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).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.Qualification :- Strong analytical and problem-solving skills.- Desire and ability to rapidly learn a wide variety of new technical skills.- Self-motivated, takes initiative, assumes ownership.- Enthusiastic, professional, with a focus on customer success.- Passion for solving client challenges and commitment to client delight. (ref:hirist.tech)