| urgent need GEN AI Engineer - (No AIEngineer NO LLM Engineer) at Remote, Remote, USA |
| Email: [email protected] |
| From: abhisek, source infotech inc [email protected] Reply to: [email protected] Title: GEN AI Engineer - (No AI Engineer/ NO LLM Engineer) Location: 100% Remote Duration: 6+ months contract IV: Phone and Video Visa: No H1b/CPT LinkedIn should be old, Not updated recently and have photo of the candidate. This is a Backfill role and we are looking for Gen AI Engineer with RAG Experience and end to end development plus Deployment experience, we are looking for someone with at least 10-15 Years of experience in Data science with last 2 Years in GEN AI Space. JOB DESCRIPTION Responsibilities: GenAI Pipeline Development: o Design and implement Generative AI pipelines for Chat, RAG, and Fine-tuning applications. o Collaborate with cross-functional teams to refine models based on user feedback. Model Performance Evaluation: o Establish metrics for assessing GenAI module performance and accuracy. o Implement quality assurance processes to validate outputs before deployment. Model Deployment and Maintenance: o Ensure smooth deployment of GenAI models, collaborating with the team for effective performance. o Set up monitoring protocols to evaluate model performance post-deployment. Documentation and Integration: o Maintain clear documentation for processes and models to facilitate team accessibility. o Ensure seamless integration of GenAI solutions with existing systems and workflows. Research and Innovation: o Stay updated on Generative AI trends and contribute to innovative solutions. o Evaluate state-of-the-art developments to implement into novel technologies. Skills Needed: Technical Expertise: o Strong experience with Small/Medium/Large Language Models (e.g., GPT-4, BERT, LLAMA) and GenAI pipelines. o Proficiency in retrieval-augmented generation systems and orchestrator agents/LLM chains. Programming and Tools: o Advanced proficiency in Python. o Experience with Git and Jira for development and task management in an active project setting. Cloud and Document Management: o Experience with Azure Blob or AWS S3 and document management integration. o Skills in PDF parsing, document segmentation, and handling various content types. Database and Analytical Skills: o Experience with vector and relational DBs (e.g PGvector, Weaviate, etc), and vector search algorithms. o Strong problem-solving abilities for project evaluation criteria. Communication: o Excellent verbal and written communication skills for effective collaboration. Topics where people did not do enough elaboration in past Interview!! Partitioning Depending too much on large context machines Chunking vs large context Do you not have much experience in chunking and partitioning Evaluation - metrics ROUJE Daily U RAGAS Classics - f1precision and accuracy and recall Pipeline that ingests everything If they dont have the strongest engineer, they can teach Data preprocessing What type of data How are you extracting it - havent heard that Whats chunking strategy Retreival and chat generation - how are you evaluating retreieval Hallucinations Finetuning Have to understand machine learning Thanks & Regards Abhisek kumar Source Infotech Inc P.O Box 577, EDISON, NJ 08818-0577 Email: [email protected] Phone: 609-934-3412 | | Hangout: abhishekchoudhary0948 Keywords: artificial intelligence sthree information technology New Jersey urgent need GEN AI Engineer - (No AIEngineer NO LLM Engineer) [email protected] |
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| Thu Oct 10 02:53:00 UTC 2024 |