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8 Orangepeople Jobs
Senior Machine Learning Lead
Orangepeople
posted 6hr ago
Job Role Insights
Fixed timing
Key skills for the job
Job Description
- Lead the development and implementation of the GenAI Product platform, including its core components: StreamSync, RAGCore, DocForge etc.
- Manage and mentor ML scientists.
- Design and optimize Retrieval-Augmented Generation (RAG) systems for processing enterprise architecture documents.
- Develop and implement advanced NLP solutions for document analysis and knowledge extraction.
- Architect scalable ML pipelines for processing and analyzing Solution Architecture Documents (SADs).
- Collaborate with enterprise architects and stakeholders to understand requirements and deliver AI-powered solutions.
- Drive technical decision-making for ML infrastructure, model selection, and system architecture.
- Ensure compliance with enterprise standards and security requirements.
- Lead ML model evaluation, optimization, and deployment strategies.
- Establish best practices for ML development and documentation.
Required Qualifications:
- Masters in Computer Science or Machine Learning or related field.
- 5+ years of experience in machine learning, with at least 2 years in leadership roles (optional).
- Expertise in Natural Language Processing and Large Language Models.
- Knowledge of RAG systems and vector databases.
- Knowledge of enterprise software development and system architecture.
- Expert knowledge of Python and ML frameworks.
- Experience with cloud platforms (AWS) and MLOps practices.
- Understanding of enterprise architecture principles and documentation.
Preferred Qualifications:
- Familiarity with architecture documentation tools (e.g., Lucid).
- Background in enterprise solution architecture.
- Experience with vector databases (e.g., Azure CosmosDB).
- Experience in building GenAI systems (e.g., RAG).
Technical Skills:
- Machine Learning: Advanced NLP, LLMs, RAG systems, vector embeddings.
- Programming: Python, API development.
- Cloud Infrastructure: AWS, Azure, containerization.
- Data Processing: Document processing pipelines, text analytics.
- Tools Frameworks: Llama-index, LangChain, PyTorch/TensorFlow, vector databases, MLOps tool.
Benefits:
- Health Insurance, Accident Insurance.
- The salary will be determined based on several factors including, but not limited to, location, relevant education, qualifications, experience, technical skills, and business needs.
Additional Responsibilities:
- Participate in OrangePeople monthly team meetings, and participate in team-building efforts.
- Contribute to OrangePeople technical discussions, peer reviews, etc.
- Contribute content and collaborate via the OP-Wiki/Knowledge Base.
- Provide status reports to OP Account Management as requested.
Employment Type: Full Time, Permanent
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Strict timing
No travel
Night Shift
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LLM Machine Learning Engineer
5-10 Yrs
₹ 35 - 45L/yr
Hyderabad / Secunderabad
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