Avaamo - Senior Machine Learning Engineer

2 months ago


Bangalore, Karnataka, India Avaamo Full time

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.

(ref:hirist.tech)

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