Note: The job is a remote job and is open to candidates in USA. E-Solutions is seeking a Senior Data Scientist with expertise in Google Cloud Platform. The role involves designing and deploying machine learning models while bridging data engineering and business strategy to drive product efficiency.
Responsibilities
- Model Development: Design, train, and validate predictive, prescriptive, and generative AI models for real-world business use cases
- GCP Architecture: Architect and optimize ML workflows and data pipelines using core GCP tools like Vertex AI, BigQuery, Dataflow, and Cloud Composer
- Data Pipelines: Define and integrate data sources, handling data cleansing, transformation, and enrichment for feeding models
- Stakeholder Communication: Translate ambiguous business problems into mathematical models and present findings to executive or non-technical stakeholders
- Monitoring & Maintenance: Track model KPIs, evaluate model drift, and ensure continuous validation and retraining
Skills
- Master's or PhD degree in Computer Science, Statistics, Applied Math, or a related quantitative discipline
- Advanced proficiency in Python, R, and SQL
- Hands-on experience with Google Cloud Platform ecosystem services, specifically Vertex AI, BigQuery/BigQuery ML, Dataproc, and Cloud Storage
- Deep knowledge of ML frameworks (TensorFlow, PyTorch, Scikit-learn), natural language processing (NLP), and statistical techniques (hypothesis testing, causal inference)
- Familiarity with deploying multimodal models and multi-agent frameworks
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