
Advanced Data Science Professional
2 days ago
You will work with diverse datasets to build intelligent systems for event correlation, root cause analysis, predictive maintenance, and autonomous remediation. With a focus on data-driven solutions, you will lead the development of advanced machine learning models to solve complex IT Operations problems.
Responsibilities:- Machine Learning Solution Development:
- Design and develop innovative machine learning models (supervised and unsupervised) leveraging structured and unstructured datasets to optimize model performance.
- Apply strong statistical modeling, hypothesis testing, and experimental design principles to ensure rigorous model validation and reliable insights.
- Ai/ML Product & Platform Development:
- Lead the end-to-end development of Data Science products from conceptualization and prototyping to deployment and maintenance.
- Develop and deploy AI Agents for automating workflows in IT operations using cloud-based technologies.
- Implement robust RAG based retrieval frameworks for state-of-the-art models ensuring seamless integration with existing infrastructure.
- MLOps & Deployment:
- Drive the operationalization of machine learning models through robust MLOps/LLMOps practices ensuring scalable and efficient deployments.
- Implement models as a service via APIs using containerization technologies like Docker and Kubernetes.
- Design, build, and automate resilient Data Pipelines in cloud environments ensuring high-performance processing and low-latency data transfer.
- Cloud & DevOps Integration:
- Integrate data science solutions with existing IT infrastructure and AIOps platforms ensuring seamless collaboration and knowledge sharing.
- Enable and optimize AIOps features within Data Analytics tools or dedicated AIOps platforms using business intelligence reporting.
- Champion DevOps practices including CI/CD pipelines and infrastructure-as-code tools ensuring continuous delivery and deployment.
- Performance & Reliability:
- Monitor and optimize platform performance ensuring systems are running efficiently and securely.
- Lead incident management efforts related to data science systems ensuring minimal downtime and maximum productivity.
- Leadership & Collaboration:
- Translate complex business problems into actionable data science solutions driving business growth and innovation.
- Collaborate effectively with cross-functional teams to define project scope and requirements ensuring clear communication and mutual understanding.
- Mentor junior data scientists and engineers promoting knowledge sharing and skill development.
- Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, Machine Learning, Statistics, or a related quantitative field.
- 8+ years of IT experience and 5+yrs of progressive experience as a Data Scientist with expertise in machine learning, cloud computing, and DevOps.
- Proven track record of building and deploying machine learning models with significant impact on business outcomes.
- Demonstrated experience with MLOps/LLMOps principles and tools ensuring model explainability and reliability.
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