Data Scientist
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Key Responsibilities
• Partner with clients and stakeholders to translate business challenges into analytical and AI-driven solutions.
• Perform exploratory data analysis (EDA) to identify trends, insights, and opportunities.
• Design, build, train, and evaluate machine learning, deep learning, and Generative AI models.
• Develop and optimize Retrieval-Augmented Generation (RAG) pipelines and LLM-based applications.
• Define model evaluation frameworks, conduct A/B testing, and monitor model performance and drift.
• Deploy data science solutions through APIs, batch pipelines, and cloud-based platforms.
• Optimize model inference performance, scalability, latency, and cost.
• Build accurate, explainable, and responsible AI solutions while minimizing bias and ensuring reliability.
• Collaborate with data engineers, software engineers, product managers, and designers to integrate solutions into production systems.
• Present insights and recommendations to technical and business stakeholders in a clear and actionable manner.
• Contribute to internal innovation initiatives, research projects, and thought leadership activities. Required Qualifications
• Bachelor's, Master's, or PhD in Computer Science, Data Science, Machine Learning, Artificial Intelligence, Statistics, Mathematics, Engineering, or a related discipline.
• Strong programming skills in Python and SQL.
• Hands-on experience with machine learning frameworks and the Python data science ecosystem.
• Experience developing predictive, classification, optimization, and statistical models using structured and unstructured data.
• Understanding of Generative AI, LLMs, prompt engineering, RAG architectures, and model evaluation techniques.
• Experience with model deployment, monitoring, testing, and productionization.
• Strong problem-solving and analytical thinking skills.
• Excellent communication and stakeholder management abilities. Preferred Skills
• Experience with big data technologies such as PySpark, Hadoop, Hive, or similar frameworks.
• Familiarity with Databricks, Airflow, Kedro, Dask, RAPIDS, or comparable data engineering tools.
• Knowledge of cloud platforms including AWS, Azure, or GCP.
• Experience with containerization and orchestration tools such as Docker and Kubernetes.
• Exposure to software engineering best practices and MLOps.
• Experience deploying AI and analytics solutions in enterprise environments.
• Consulting or client-facing project experience is highly desirable.
Skills:
pyspark,sql,python
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