Avaamo - Senior Machine Learning Engineer
2 months ago
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 the needs and pain points of users and building, evaluating, and launching innovative solutions leveraging the latest LLM/ML/NLP/IR techniques.
What you will do and achieve :
- 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/ Information retrieval 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.
Who you are :
- BS in computer science, or a related degree.
- 3+ years of experience.
- Strong analytical skills and ability to work with data.
- Experience working in fields like recommendation systems, natural language processing, LLMs, applied machine learning, large-scale production search/ranking systems or other related systems.
Key knowledge and skills :
- 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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