Job Location: Mumbai
Years Of Experience
5 – 12 years
Location
Mumbai, Maharashtra, India;Bangalore, Karnataka, India
Designation
Associate Technical Architect – ML
Job Description
:
Job Description:
- We are looking for a driven and passionate Machine Learning architect to join our product team. In this position, you will work with the Conversational AI team and product engineering team to deliver a cognitive architecture of a next-gen AI-driven CX transformation product, assuring a solid conversational AI solution and effective integration with the different product modules, which range from natural language processing to natural language generation. You will lead a talented team of machine learning engineers and chat bot engineers, and will collaborate with Solution Architects, Product owners and managers as well as other key stakeholders.
- You will drive the development of the NLP engine to enable a conversational AI platform to power human-like experiences and unlock future opportunities. This is a critical role in building the cognitive architecture for a product that powers AI-driven customer, employee and agent experience transformation.
Essential Skills & Qualifications:
- Expert in Machine Learning (ML) & Natural Language Processing (NLP).
- Expert in Python, Pytorch and Data Structures.
- Experience in ML model life cycle (Data preparation, Model training and Testing and ML Ops).
- Strong experience in NLP, NLU and NLU using transformers & deep learning.
- Experience in federated learning is a plus
- Experience with knowledge graphs and ontology.
- Responsible for developing, enhancing, modifying, optimizing and/or maintaining applications, pipelines and codebase in order to enhance the overall solution.
- Experience working with scalable, highly-interactive, high-performance systems/projects (ML).
- Design, code, test, debug and document programs as well as support activities for the corporate systems architecture.
- Working closely with business partners in defining requirements for ML applications and advancements of solution.
- Engage in specifications in creating comprehensive technical documents.
- Experience / Knowledge in designing enterprise grade system architecture for solving complex problems with a sound understanding of object-oriented programming and Design Patterns.
- Experience in Test Driven Development & Agile methodologies.
- Good communication skills – client facing environment.
- Hunger for learning, self-starter with a drive to technically mentor cohort of developers. 16. Good to have working experience in Knowledge Graph based ML products development; and AWS/GCP based ML services.
- Experience in working in Vertex.ai and allied services
In addition it would be an advantage for the candidate to have a background in Conversational AI and CX product development.
No. of Open Positions
:
1
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