Senior Machine Learning Engineer

2 weeks ago

Bengaluru, Karnataka, India Pylon Management Consulting Full time

Job Description :

Responsibilities :

- Design, build and optimize scalable machine learning infrastructure to support training/fine-tuning, evaluation, and deployment of LLMs and their applications.

- Leverage LLMs to develop multi-turn, multi-hop conversational search systems and products.

- Craft new machine learning features and optimize existing ones to enhance quality metrics to meet the product requirements.

- Research and productionize next-gen search platforms using RAG (Retrieval Augmented Generation) architecture.

- Optimize system performance of retrieval, ranking, reasoning, and generation modules.

- Develop tools, processes, and metrics to measure and monitor the system performance and quality.

- Collaborate with cross-functional teams from machine learning, engineering, data analytics, product management, and go-to-market to build new products and/or features.

Requirements :

- A builder mentality.

- 8+ years of hands-on software engineering experience in building and scaling machine learning based search, recommendation, or social network products or their supporting platforms.

- Effective communication skills with experience collaborating cross-functionally.

- A BS/MS/PhD in Computer Science or related fields.

- Experience in NLP or Information Retrieval related fields.

(ref:hirist.tech)

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