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Associate Architect - AI / ML

Associate Architect - AI / ML

ConfidentialHyderabad / Secunderabad, Telangana
30+ days ago
Job description

Roles and Responsibilities

  • Design, develop, and deploy advanced AI models with a focus on generative AI, including transformer architectures (e.g., GPT, BERT, T5) and other deep learning

models used for text, image, or multimodal generation.

  • Work with extensive and complex datasets, performing tasks such as cleaning, preprocessing, and transforming data to meet quality and relevance standards for

    • generative model training.

  • Collaborate with cross-functional teams (e.g., product, engineering, data science) to identify project objectives and create solutions using generative AI tailored to

    • business needs.

  • Implement, fine-tune, and scale generative AI models in production environments, ensuring robust model performance and efficient resource utilization.
  • Develop pipelines and frameworks for efficient data ingestion, model training, evaluation, and deployment, including A / B testing and monitoring of generative

    • models in production.

  • Stay informed about the latest advancements in generative AI research, techniques, and tools, applying new findings to improve model performance, usability, and

    • scalability.

  • Document and communicate technical specifications, algorithms, and project outcomes to technical and non-technical stakeholders, with an emphasis on

    • explainability and responsible AI practices.

    Qualifications Required

  • Educational Background : Bachelor's or Master's degree in Computer Science, Data Science, AI / ML, or a related field. Relevant Ph.D. or research experience in generative AI is a plus.
  • Experience : 12 - 16 Years of experience in machine learning, with 8+ years in designing and implementing generative AI models or working specifically with

    • transformer-based models.

    Skills and Experience Required

  • Generative AI : Transformer Models, GANs, VAEs, Text Generation, Image Generation
  • Machine Learning : Algorithms, Deep Learning, Neural Networks
  • Langchain, GPT-4, Sagemaker / Bedrock
  • Programming : Python, SQL; familiarity with libraries such as Hugging Face Transformers, PyTorch, TensorFlow
  • MLOps : Docker, Kubernetes, MLflow, Cloud Platforms (AWS, GCP, Azure)
  • Data Engineering : Data Preprocessing, Feature Engineering, Data Cleaning

    • Why you'll love working with us :

  • Opportunity to work on technical challenges with global impact.
  • Vast opportunities for self-development, including online university access and sponsored certifications.
  • Sponsored Tech Talks & Hackathons to foster innovation and learning.
  • Generous benefits package including health insurance, retirement benefits, flexible work hours, and more.
  • Supportive work environment with forums to explore passions beyond work.
  • This role presents an exciting opportunity for a motivated individual to contribute to the development of cutting-edge solutions while advancing their career in a dynamic and collaborative environment.

    • Skills Required

    Machine Learning, data engineering , MLops, Python, Sql, Deep Learning

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    Associate Architect • Hyderabad / Secunderabad, Telangana