Full-time
AI ML Architect
Posted on 02 October 25 by Laks
- New Jersey, United States
- $ - $
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Job Description
AI ML ArchitectLocation: New Jersey
Full Time
Visa: No Visa Transfer cases
Job Description:
Must Have
· Deeper understanding of modern technologies including Cloud-native, APIs, LLM, AI and
· ML…preference is with Google Tech
· Understand client requirements and translate into ML problem.
· Must have experience of working in at least two of the Transformer models like BERT , GPT-2 , Roberta or other LLMs like Llama , Falcon , GPT-3
· Must have experience of evaluating and benchmarking LLMs for various business needs.
· Must have experience of large scale data (text /image) processing ( data cleaning , data preparation , training and deploying ) using GCP technologies.
· Must have experience of working in Tensorflow / PyTorch , Scikit , Pandas , Numpy
· Experience of working with inters disciplinary teams Data Scientist , Machine Learning Engineers and Business Analyst.
· Technically leads proof of concepts to ensure feasibility of architecture solutions
· Deep understanding and working experience on advanced analytics, AI algorithms and Machine Learning techniques
· Experience in C/C++, CUDA and Python programming (software design skills, including debugging, performance analysis)
· Working knowledge of AWS or Azure or GCP cloud ecosystems
· Knowledge of the current state of infrastructure automation, continuous integration/deployment, SQL/NoSQL, security, networking, and cloud-based delivery models
· Solid knowledge on solutioning with Non-Functional-Requirements
Good to have
· Experience in areas of data, AI and automation strategy and solutioning for enterprises
· Experience in Data Platform and Enterprise Data Warehouse technologies
· Exposure to concept of Data Parallelism and Model parallelism
· Good knowledge of Kubernetes , GKE , Containers
· Good exposure to Vertex AI / Sagemaker.