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Reveille Technologies - AI / ML Developer - Python

Reveille Technologies - AI / ML Developer - Python

Reveille TechnologiesChennai
14 days ago
Job description

AI / ML Developer

Job Type : Full-Time Employee (FTE)

Experience : 4+ years (with a minimum of 3 years of relevant experience)

Notice Period : Immediate to a maximum of 30 days

Location : Chennai / Hyderabad (Work from Office - Mandatory)

We are seeking a highly skilled and experienced AI / ML Developer to join our team. You'll be instrumental in developing and deploying cutting-edge AI and machine learning solutions, with a strong focus on Generative AI and MLOps. This role requires a hands-on approach to building production-grade ML pipelines and a deep understanding of the full machine learning lifecycle.

Key Responsibilities :

  • Hands-on Development : Design, develop, and deploy robust AI and machine learning models, with a focus on Generative AI.
  • Production-Grade Pipelines : Build and manage end-to-end, production-ready machine learning pipelines, ensuring scalability and reliability.
  • MLOps and Lifecycle Management : Implement MLOps best practices to manage the entire ML lifecycle, from data ingestion to model serving.
  • Tooling Expertise : Utilize tools such as MLFlow, SageMaker, Vertex AI, and Airflow to streamline ML workflows.
  • Cloud and Infrastructure : Work extensively in a cloud environment (AWS, GCP, or Azure), leveraging services for model training and deployment.
  • Containerization : Use Docker and Kubernetes to containerize and orchestrate applications and models.
  • CI / CD : Develop and maintain CI / CD pipelines to automate the deployment process.
  • Cross-Functional Collaboration : Collaborate with data scientists, engineers, and product managers to translate business needs into technical solutions.
  • Generative AI Development : Develop and fine-tune models using OpenAI, Claude, and other Generative AI tools.
  • API Development : Build and deploy robust APIs using frameworks like FastAPI to serve models.

Required Skills and Qualifications

  • Python Proficiency : Strong expertise in Python for machine learning and development.
  • Core ML Frameworks : Hands-on experience with TensorFlow and other key machine learning libraries.
  • Generative AI : Proven experience with Generative AI models and concepts.
  • MLOps : Practical experience with MLOps principles and tools.
  • Cloud Platforms : Solid experience with at least one major cloud platform (AWS, GCP, or Azure).
  • Containerization : Experience with Docker and Kubernetes.
  • API Development : Familiarity with building APIs, preferably with FastAPI.
  • Notice Period : Ability to join within 30 days.
  • (ref : hirist.tech)

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    Python Developer • Chennai