mavQ - Senior Machine Learning Engineer - Neural Networks
2 months ago
About the job :
mavQ is seeking a motivated Senior Machine Learning Engineer to join our team.
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.
mavQ offers AI-enabled products such as Intelligent document processing, a contact center platform, a suite of electronic research administration tools, DataX- a data orchestration and pipeline tool with a built-in machine learning workbench, and more.
mavQ also offers professional services for full-stack development and AI services on a multi-cloud ecosystem.
Learn more.
Work Mode : Hybrid
Responsibilities :
- Productionalizing machine learning models for customers and products.
- Managing model deployment through CI/CD pipelines, monitoring performance, and utilizing log analysis; experience with Kubernetes is required.
- Research and Development in Large Language Models (LLMs) and Transformer models in images, video, text, audio, and structured data domains
- Technical reviews of AI models and implementations and provide feedback, mentorship, and optimisation 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 communicating with customers and collaborating with cross-functional teams.
- Developing 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
What you will bring :
- Bachelors or Masters 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 if 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 like we offer :
- Group Medical Insurance (Family Floater Plan - Self + Spouse + 4 Dependent Children)
- Sum Insured : INR 5,00,000/-
- Maternity cover upto 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 upto Rs. 1,000
- Professional Development opportunities through various mavQ sponsored certifications on multiple technology stacks including Google Cloud, AWS & others
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