AI/ML Lead
3 weeks ago
Position: AI/ML Lead
Location: Austin,TX / Sunnyvale, CA
Duration: Fulltime Permanent
Day 1 Onsite
USC, GC and GC-Ead and H1T workable for this fulltime role
Position Description:
Years of exp Required: 08-10 Years
Technical/Functional Skills :
• Entity Recognition
• Text Classification
• Topic Modelling
Roles & Responsibilities:
Traditional AI
• 4+ Years experience in implementing ML solutions in the area of Time Series Modelling, Natural Language Processing, Computer Vision etc.
• Understanding of different supervised and unsupervised learning algorithms - Random Forest, Boosted Trees, Linear Regression, SVM etc.
• NLP Techniques
• Entity Recognition
• Text Classification
• Topic Modelling
• Time Series Modelling
• Anomaly Detection
• Forecasting
• Good Problem Solving abilities and and proficiency in Statistical Concepts
• Problem Solving and Statistical Concepts
• Good understanding of MLOps Architectures and Components
• Concepts of Data Engineering and Data Management including Data Lake architectures
• Log Management in Splunk
Generative AI
• Understanding of Generative AI and GPTs
• Good Understanding of LLM concepts (RAG, Prompting, Few Shot Prompting,SFT etc.)
• Experience in designing and building RAG Implementations
• Exposure evaluating Open source LLM Models
• Experience implementing solutions leveraging LLMs
ML Frameworks
Scikit Learn,Pytorch/tensorflow/Keras/RASA/LangChain
Cloud/DevOps
Git,CI/CD/Docker/Kubernetes
AWS/GCP
Programming Language - Python
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