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hirist

Principal Machine Learning Engineer

EPIQ India Support Services
8 - 14 Years
Bangalore

Posted on: 22/05/2026

Job Description

Description :

Role : Your Impact and Ownership

- Own and scale end-to-end ML systems across product lifecycle, partnering with product and engineering teams while mentoring ML engineers.

Key Responsibilities at this Role :

- Lead end-to-end development and deployment of scalable ML products in production environments.

- Design real-time and batch ML serving architectures with monitoring and feedback mechanisms.

- Optimize transformer-based models for inference performance, scalability, and production reliability.

- Drive architecture decisions across data pipelines, training infrastructure, and ML platforms.

- Mentor junior ML engineers through code reviews, technical guidance, and design reviews.

- Collaborate with product and engineering teams to align ML outcomes with business impact.

- Own ML initiatives from ideation through deployment, scaling, and continuous improvement.

Skill :

Must-Haves for this Role :


- 8+ years of hands-on Machine Learning engineering experience

- Strong Python programming with production-grade software development expertise

- Deep Learning expertise including Transformers, NLP, or Computer Vision systems

- Experience fine-tuning and optimizing large transformer architectures

- Production exposure to scalable ML deployment and monitoring systems

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