
Leader in Advanced AI and GenAI Innovation
16 hours ago
The Director will lead the Solutions group, focusing on the Incedo Lighthouse platform. This role provides architectural and algorithmic leadership to evolve AI and GenAI driven problem discovery, root cause analysis, and action recommendation modules within Incedo Lighthouse to solve critical client problems at scale.
- Advanced AI and GenAI for Problem Discovery, RCA, and Action Recommendation: Lead a team of data scientists, GenAI developers, and ML engineers in hands-on mode. Develop and deploy advanced LLM, SLM, and RAG based models along with classical machine learning models, including anomaly detection, predictive analytics, causal inferencing, and action recommendation models.
- Gen-AI-Powered Analysis and Insights Generation: Lead data scientists in creating and fine-tuning Generative AI models to assist in analysis creation for problem discovery. Translate complex data patterns and root cause findings into actionable, natural language insights for business stakeholders.
- Reference Architectures: Collaborate with Technical Architects to evolve frameworks for augmenting and evolving batch processing data architectures with streaming architectures. Adapt reference architectures that operationalize AI and Gen-AI models optimally in both batch and real-time modes.
- Client Deployments of the Platform: Consult and provide guidance for creating automated data pipelines for raw data and engineered features. Ensure data quality, integrity, and accessibility for model training and inference.
- Development of Use Cases: Lead and support development of use cases on the platform for various vertical specific problem statements.
- Leadership and Collaboration: Lead and mentor a team of data scientists and machine learning engineers. Provide guidance on best practices in GenAI, AI/ML methodologies, and coding standards.
Required Skills and Qualifications:
- In-depth conceptual understanding of Statistics, Classical Machine Learning, Deep Learning, and GenAI.
- Significant exposure to proprietary & open-source cloud-based Machine Learning platforms.
- Hands-on experience with excellent ML programming skills in Python using open-source libraries.
- Experience in working with RDBMS and NoSQL databases; Exposure to Big Data technologies.
- 12-18 years of Machine Learning model development and application experience.
Key Benefits:
This role offers an exciting opportunity to lead the evolution of AI and GenAI driven problem discovery, root cause analysis, and action recommendation modules. As a Director, you will collaborate with cross-functional teams to deliver innovative solutions and drive business growth.
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