AI/ML Lead
4 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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