Avaamo - Machine Learning Engineer - NLP/LLM
2 months ago
About Avaamo :
- Avaamo is a deep-learning software company that specializes in conversational interfaces to solve specific, high impact problems in the enterprise.
- Avaamo is building fundamental AI technology across a broad area of neural networks, speech synthesis and deep learning to make conversational computing for the enterprise a reality.
- Avaamo AI scientists and engineers painstakingly built a fundamentally new platform that includes speech synthesis, speech recognition, multi-faceted machine learning, neural networks and natural language understanding along with data categorization, NLU services, semantic search, while inventing a few technologies along the way and picking up 7 patents.
- Avaamo's tightly integrated platform uniquely combines tooling, data, and enterprise connectors to ensure designers, data scientists, and developers can design and deploy complex conversational interfaces in weeks.
Job Description:
Function: Data Science and Analysis - Data Science / Machine Learning
Information Retrieval :
Avaamo is looking for engineers with strong analytical skills to build and grow various aspects of our search stack including search ranking models, query parsing/understanding, document understanding, query suggestions/autocomplete, natural language question answering, search engine evaluation methodologies, and search experimentation framework.
This work requires a deep understanding of the needs and pain points of users and building, evaluating, and launching innovative solutions leveraging the latest LLM/ML/NLP/IR techniques.
Responsibilities :
- Build and grow various features of our search stack like search ranking models, query parsing/understanding, natural language question answering, etc.
- Deeply understand search usage and user needs and identify gaps in the search stack.
- Design, experiment with, and iterate on ML/NLP/IR solutions to address gaps in the search stack.
- Design and evolve experimentation framework to help evaluate improvements in the search stack.
- Write robust code that's easy to read, maintain, and test.
- Mentor more junior engineers or learn from battle-tested ones.
Requirements :
- BS in computer science, or a related degree.
- 5+ years of experience.
- Strong analytical skills and ability to work with data.
- Experience working in fields like recommendation systems, NLP, LLMs, applied machine learning, large-scale production search/ranking systems, or other related systems.
- Thrive in a customer-focused, tight-knit, and cross-functional environment - being a team player and willing to take on whatever is most impactful for the company is a must.
- A proactive and positive attitude to lead, learn, troubleshoot, and take ownership of both small tasks and large features.
- Proven ability to design and build complex search/ranking/recommendation or other related systems.
- Strong coding skills in Python.
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