Innovative AI/ML Solutions Architect

2 weeks ago

Bengaluru, Karnataka, India beBeeTechnical Full time ₹ 21,50,000 - ₹ 24,50,000
AI/ML Technical Architect Opportunity

As a seasoned AI/ML expert, you will play a critical role in shaping the technology landscape at our company. Your expertise in cloud computing and machine learning capabilities will enable you to design and develop innovative solutions that drive business value.

Key Responsibilities:
  • Collaborate with internal teams and external stakeholders to design optimized solutions on cloud platforms.
  • Work with pre-sales teams on RFPs, RFIs, and help them solutioning for different AI/ML use cases.
  • Stay up-to-date with the latest advancements in Generative AI and Machine Learning.

You will be responsible for:

  • Providing technical leadership and expertise in architecture, design, and development of solutions within cloud environments.
  • Designing end-to-end solution architectures for model training, deployment, and retraining using native cloud services such as Sagemaker, Lambda functions, etc.
  • Leading teams of ML Engineers in end-to-end production deployment for projects.

Requirements include:

  • Well-versed with cloud computing and AWS Machine Learning capabilities and offerings.
  • Hands-on experience working with Sagemaker Studio, Canvas, and Data Wrangler.
  • Experience with at least one of the workflow orchestration tools, Airflow, StepFunctions, SageMaker Pipelines, Kubeflow, etc.

You should have a strong understanding of:

  • Machine learning techniques (Supervised/Unsupervised, etc.) and their real-world advantages/drawbacks.
  • LLM architectures (LLaMA, Claude, Amazon Nova, etc.), with a focus on their training and inference workflows.
  • Prompt engineering and optimization techniques to improve LLM outputs for specific business use cases.

Additional requirements include:

  • Good analytical skills, with expertise in analytical toolkits such as Logistic Regression, Cluster Analysis, Factor Analysis, Multivariate Regression, Statistical modeling, Predictive Analysis.
  • Experience in leveraging AWS Lambda/API Gateway services for AI/ML model consumption and inferences.

The ideal candidate will have:

  • A strong background in AI/ML, cloud computing, and software development.
  • Excellent communication and problem-solving skills.
  • Ability to work effectively in a cross-functional team environment.
What We Offer

We offer a dynamic and collaborative work environment that fosters innovation and growth. Our team members enjoy:

  • Competitive compensation and benefits package.
  • Opportunities for professional development and advancement.
  • Collaborative and supportive team culture.

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