Senior Machine Learning Lead - Enterprise AI Solutions
Senior Machine Learning Lead - Enterprise AI Solutions
Posted on :
31-01-2025
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1 Vacancy
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Job Description
OrangePeople were more than a consulting firmwere a peoplefirst hightouch organization committed to delivering transformative technology solutions with integrity and passion. Currently We are seeking an experienced Machine Learning for a global automotive company to spearhead the GenAI Product project an innovative enterprise AI solution that delivers bespoke architecture recommendations by combining organizational best practices with industry standards. The ideal candidate will lead a team and drive the development of our AIpowered solution architecture platform.
Key Responsibilities:
- 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 RetrievalAugmented 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 AIpowered solutions.
- Drive technical decisionmaking 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: Llamaindex 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 teambuilding efforts.
- Contribute to OrangePeople technical discussions peer reviews etc.
- Contribute content and collaborate via the OPWiki/Knowledge Base.
- Provide status reports to OP Account Management as requested.
About us:
OrangePeople is an Enterprise Architecture and Project Management solutions company. Our most valuable asset is our people: dynamic creative thinkers who are passionate about doing quality work. As a member of the OrangePeople team you will have access to industryleading consulting practices strategies & and technologies innovative training & and education. An ideal Orange Person is a technology leader with a proven track record of technical achievements and a strong process/methodology orientation.
Employment Type
Full Time
Key Skills
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