Senior AI Architect

2 days ago

Bengaluru, Karnataka, India Impact Analytics Full time

**About Impact Analytics:**

We are a cutting-edge technology company that utilizes Machine Learning and Generative AI to revolutionize the global supply chain and retail industry.

**Job Description:**

As a Senior AI Architect at Impact Analytics, you will be responsible for solving complex business problems through Machine Learning, leveraging Generative AI to drive innovation and growth. You will build cutting-edge GenAI solutions using external assets and IA's proprietary models, addressing real-world problems efficiently.

**Key Responsibilities:

  • Solve complex business problems of the global supply chain and retail industry through Machine Learning, especially leveraging Generative AI.
  • Build cutting-edge GenAI solutions, leveraging both external assets (OpenAI/GCP Models) and IA's proprietary models, to address real-world problems efficiently.
  • Play a critical role in developing/evolving IA's industry-disrupting Foundational Model for Forecasting, and integrating the same into various product offerings.
  • Deliver AI R&D objectives for one or more projects, and work with other AI architects and CTO to design and develop new Deep Learning/GenAI architectures and algorithms.
  • Contribute to the IP generation process in the company, and work towards patenting key inventions.

**Requirements:**

To succeed in this role, you will need:

  • At least 8-10 years in Software and Machine Learning with At least 2-3 years in Generative AI.
  • At least 5-6 years in Deep Learning.
  • Computer Vision or Natural Language Processing.
  • Strong conceptual knowledge of Generative modeling techniques (e.g., Autoencoders, Diffusion, and Transformer architectures).
  • Efficient Fine-tuning mechanisms (e.g., Adapter training, Multi-task learning, etc.).
  • Hyperparameter Optimization (especially Bayesian and Multi-fidelity Optimization techniques).
  • Strong understanding of the global GenAI ecosystem, and how it continues to evolve.
  • Proficiency in Python, and associated frameworks like TensorFlow or PyTorch.
  • Strong communication skills, including the ability to explain advanced technical concepts, ideas, and solutions to both technical and non-technical collaborators.
  • Ability to work under minimal supervision and in a fast-paced environment.

**Salary Range:** $250,000 - $350,000 per year

**Location:** Flexible remote work options available

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