02 Aug
|
Maruti Suzuki India
|
India
02 Aug
Maruti Suzuki India
India
Essential:
B. E. / B. Tech. / M. Tech. in any branch,
Desirable:
§ Specialization in Computer Science, Data science/ML or AI.
Role: Gen
- AI Engineer
Responsibilities:
§ Lead the design and development of Gen-AI solutions, integrating them with business intelligence platforms to deliver new analytical capabilities
§ Collaborate with business stakeholders to translate Business needs into technical requirements.
§ Design and implement robust data models, including semantic layers and knowledge graphs, to establish clear relationships between structured and unstructured data.
§ Collaborate with Data Engineering team to define optimized and productive pipelines for Metadata ingestion and Data Processing.
§ Develop and implement advanced prompt engineering strategies and Agentic RAG systems to ensure accurate, context-aware responses from Gen-AI models.
§ Design and develop Agentic AI systems to enable autonomous decision-making tasks.
§ Monitor and evaluate model performance, ensuring continuous improvement in output quality, relevance, and user experience.
§ Ensure responsible and ethical AI development, including bias mitigation, transparency, and compliance with data governance policies.
§ Integrate Gen-AI models with existing BI tools, databases, and APIs to enable On-demand BI Reporting and conversational analytics.
§ Conduct research on emerging Gen-AI trends, especially in enterprise analytics, and implement innovative methodologies.
§ Documentation and version management of all Sprint Artefacts
Technical Skills / Experience
Essential:
§ Expertise in Gen-AI model development, fine-tuning, prompt engineering, and developing RAG architecture.
§ Strong Python skills; experience with PyTorch or TensorFlow.
§ Strong proficiency in dimensional modeling (star/snowflake schemas), data warehousing concepts, and semantic layer design.
§ Ability to design, implement, and leverage knowledge graphs to represent complex data relationships using Neo4J/AWS Neptune
§ Hands-on experience with BI platforms (e.g., Tableau, Power BI) and their integration with AI systems.
§ Experience with web scraping libraries like Beautiful Soup, Scrapy, or Selenium.
§ Understanding of multi-agent systems and various communication architectures (e.g., MCP, Agent2Agent communication).
§ Experience with LLM orchestration, or agent-based frameworks like AutoGen, Crew AI etc.
Desirable
:
§ Working experience with Gen-AI cloud platforms such as AWS Bedrock/Databricks Mosaic AI.
§ Knowledge of MLOps and CI/CD for ML workflows.
§ Experience in Automobile Engineering Datasets.
Behavioral
§ Excellent interpersonal skills
§ Amazing Team player and self-motivated individual
§ Creativity and ability to bring in innovative ideas for Kaizen and solving everyday problems
Search Skill-keywords
Current/Previous Employer (NOTE: not limited to)
- RAG Architecture
- Agentic AI
- Semantic Modeling
- MCP
- Knowledge Graphs
- Neo4J
- AWS Neptune
- Advanced Prompt Engineering
- Gen-AI
- LLM
- SFT
📌 Gen-AI Engineer (India)
🏢 Maruti Suzuki India
📍 India