Senior Machine Learning Engineer

1 month ago

HyderabadJaipur, India mavQ Full time
About mavQ

mavQ is a low-code Artificial Intelligence platform that enables organizations to build fast, cohesive, and user-friendly applications to digitally transform while creating valuable insights.

Job Summary

We are seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our AI engineering team, you will be responsible for productionalizing machine learning models for customers and products, managing model deployment through CI/CD pipelines, and researching and developing Large Language Models (LLMs) and Transformer models in various domains.

Responsibilities
  • Productionalize machine learning models for customers and products
  • Manage model deployment through CI/CD pipelines, monitor performance, and utilize log analysis
  • Research and develop Large Language Models (LLMs) and Transformer models in images, video, text, audio, and structured data domains
  • Provide technical reviews of AI models and implementations, and offer feedback, mentorship, and optimization best practices to the team
  • Maintain and update production AI models based on feedback from stakeholders
  • Define and implement evaluation strategies for each model, demonstrate applicability and performance of the model
  • Effectively communicate with customers and collaborate with cross-functional teams
  • Develop Proof of Concepts to quickly implement new business use cases
  • Collaborate with a team of ML Engineers, Project managers, Software Developers, Engineering Team, and stakeholders to drive innovation of scalable ML and AI
Requirements
  • Bachelor's or Master's degree in a quantitative field such as Computer Science, IT, Stats/Maths
  • 5-7 years of experience in the field of artificial intelligence and demonstrated successful implementation of industry-grade AI solutions in the past
  • Experience in multi-modal neural networks, transformers, computer vision, document AI, and other emerging areas in AI
  • Programming experience in one or more of the following: Python toolkits such as Tensorflow, Keras, PyTorch, SciKit
  • Ability to collaborate with a team of AI engineers in an agile development environment
  • Good to have experience with GCP / Microsoft Azure / Amazon Web Services
  • Good to have experience on MLOps methodologies and tools like Kube Flow / Airflow / TFX
  • Good to have experience in Databases
Benefits
  • Group Medical Insurance (Family Floater Plan - Self + Spouse + 4 Dependent Children)
  • Sum Insured: INR 5,00,000/-
  • Maternity cover up to two children
  • Inclusive of COVID-19 Coverage
  • Cashless & Reimbursement facility
  • Access to free online doctor consultation
  • Personal Accident Policy (Disability Insurance)
  • Sum Insured: INR. 25,00,000/- Per Employee
  • Accidental Death and Permanent Total Disability is covered up to 100% of Sum Insured
  • Permanent Partial Disability is covered as per the scale of benefits decided by the Insurer
  • Temporary Total Disability is covered
  • An option of Food Wallet (up to Rs. 2500) as a tax saver benefit
  • Monthly Internet Reimbursement of up to Rs. 1,000
  • Professional Development opportunities through various mavQ sponsored certifications on multiple technology stacks including Google Cloud, AWS & others

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