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Senior ML Engineer
goML
posted 13d ago
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Flexible timing
Key skills for the job
Job Description
- Create & maintain machine learning pipelines and workflow orchestration. Take development projects to production and implement CI/CD pipelines.
- Continuously monitor the performance of machine learning implementations and identify opportunities for improvement.
- Establish and maintain data pipelines. Ensure operational scalability.
- Develop and deploy scalable tools and services for our clients to handle machine learning training and inference.
- Apply software engineering rigor and best practices to machine learning pipelines.
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning solutions.
- Work across teams to bring continuous improvement to engineering processes and tools.
- Facilitate the development and deployment of proof-of-concept machine learning systems.
- Lead the development and fine-tuning of large language models to achieve optimal performance across a range of tasks and domains.
- Degree in computer science, software engineering, mathematics, or a related field.
- At least 3 years of experience in software engineering, and a strong understanding of model deployment and monitoring.
- Experience building data pipelines, deploying machine learning models in production, and monitoring and maintaining their performance. Experience embedding monitoring solutions in ML applications.
- Good to have the knowledge of LLM.
- Strong programming skills in python. Experience with automation for deploying machine learning solutions using python/bash scripting.
- Extensive experience with Git, Docker, Kubernetes, and other DevOps tools and a good understanding of Linux for managing servers.
- Experience with cloud-based ecosystems, especially AWS ML services. Experience with AWS SageMaker highly preferred.
- Good to have experience in developing, fine-tuning, and optimizing large language models, such as GPT-3, BERT, or similar.
- Exposure to machine learning frameworks and tools.
- Excellent communication and collaboration skills.
- Ability to work independently and in a team-oriented environment.
- Methodical and meticulous towards work and planning.
Employment Type: Full Time, Permanent
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Anonymous · Data Science & Analytics
in Coimbatore
1. Good work culture 2. Supportive seniors 3. Competitive salary and benefits
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