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Senior Engineer – Gen AI & AI / ML Senior developer

Senior Engineer – Gen AI & AI / ML Senior developer

Valuesoft Info Services Pvt Ltd.Bangalore, Karnataka, India
30+ days ago
Job description

Senior Engineer Gen AI & AI / ML Senior developer

Roles and Responsibilities

  • Establish AI Development Standards : Design and implement industry best practices for building testing and deploying scalable AI solutions(RAG Prompting Chat Completion Multi-agent Fine-Tuning) particularly focusing on generative models and large language models (LLMs) using both proprietary and open-source frameworks.
  • Manage Infrastructure : Oversee the computing environment required for machine learning operations ensuring efficient use of cloud platforms data storage and computational resources.
  • Automate Deployment Processes : Develop tools and frameworks to streamline the deployment of machine learning models into production ensuring reliability and efficiency.
  • Version Control & Model Lifecycle Management : Implement structured processes for tracking different iterations of AI models ensuring reproducibility transparency and proper documentation.
  • Monitor & Maintain Model Performance : Set up monitoring systems to track the accuracy health and reliability of deployed models. Implement strategies for ongoing improvements retraining and updates as needed.
  • Collaborate with Engineering & Data Teams : Work closely with data scientists ML engineers and software developers to seamlessly integrate AI models into applications ensuring compatibility and scalability.
  • Optimize Performance & Scalability : Enhance algorithms infrastructure and machine learning workflows to improve efficiency minimize latency and tackle scalability challenges.
  • Implement CI / CD for ML Pipelines : Develop and maintain continuous integration and deployment pipelines tailored to AI / ML workflows automating testing validation and rollout processes.
  • Diagnose & Resolve Technical Issues : Identify and troubleshoot problems in models data pipelines and infrastructure to minimize disruptions and ensure system reliability.
  • Hands-on Front-End Development : Possess practical experience in front-end technologies like or enabling seamless integration of AI solutions into interactive user interfaces.
  • Document & Share Knowledge : Maintain detailed documentation of processes configurations and best practices to support team collaboration and smooth onboarding of new members.
  • Stay Ahead of Industry Trends : Continuously research and adopt the latest advancements in AI ML and generative models to drive innovation and operational improvements.
  • Engage in Cross-Team Collaboration : Partner with stakeholders across data science engineering operations and business teams to align AI initiatives with broader organizational goals.

Mandatory skills and Experience

  • Strong expertise Gen AI with minimum 7 years of development experience
  • Generative AI & Large Language Models (LLMs)
  • Machine Learning & Deep Learning
  • Model Deployment & MLOps
  • CI / CD for Machine Learning
  • Programming Languages (Python JavaScript)
  • Front-End Development ( )
  • Back-End & API Development (FastAPI Flask )
  • Containerization & Orchestration (Docker Kubernetes)
  • Database & Data Management (PostgreSQL MongoDB SQL)
  • Key Skills

    APIs,REST,Spring,SOAP,.NET,React,Node.js,Angular,J2EE,JavaScript,Web Services,Java

    Employment Type : Full Time

    Experience : years

    Vacancy : 1

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