Associate Architect - Machine Learning

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Join Quantiphi as an Associate Architect - Machine Learning

Company Overview

At Quantiphi, technology drives us, but it's our globally diverse culture of transparency, diversity, integrity, and continuous learning and growth that makes us successful. We cherish our people and provide an environment where you can innovate not only in your professional life but personally as well.

Job Role Details

Title: Associate Architect - Machine Learning
Experience Required: 6 to 9 Years
Location: Mumbai, Bangalore, or Trivandrum

Essential Skills

  • Minimum 6 years in hands-on technical roles, creating, implementing, and developing cloud ML solutions, particularly on AWS.
  • Robust experience with AWS Machine Learning tools, including AWS Sagemaker for managing data sources, training jobs, real-time and batch inference, and processing jobs.
  • Experience developing applications using LLMs with Langchain and using GenAI frameworks such as vertexAI, OpenAI, AWS Bedrock.
  • Proficient in fine-tuning large language models (LLM), Generative AI (GAI), and working with RAG architecture and vector indexing with tools like Opensearch, Elasticsearch.
  • Deep understanding of Deep Learning Concepts including Transformers, BERT, and Attention models.
  • Strong ability to perform Prompt Engineering, Model Evaluation & Optimization for enhancing performance on specific tasks such as personalized recommendations.
  • Skilled in implementing and managing MLOps principles for Gen AI models and a comprehensive grasp of NLP techniques for text representation and modeling.
  • Experience in designing software architecture as required and familiarity with workflow orchestration tools like Airflow, StepFunctions, SageMaker Pipelines, Kubeflow etc.
  • Knowledgeable in a variety of machine learning techniques and able to create end-to-end solution architecture for model training, deployment, and retraining using native AWS services.
  • Ability to collaborate effectively with cross-functional teams to understand requirements and deliver solutions.

Desirable Skills

  • Experience in the Edtech domain, particularly with customer/workload-specific use cases.
  • Background in software development.

Why Quantiphi?

If you are drawn to substantial growth and relish working with enthusiastic, high-achieving individuals, you will find a great career at Quantiphi. We embrace innovation and encourage you to excel in a supportive and enriching environment.

Ready to advance your career in Machine Learning with a pioneering team? Apply now to become part of our journey at Quantiphi!