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48 New Relic One Jobs

Senior Machine learning Engineer

3-7 years

Bangalore / Bengaluru

1 vacancy

Senior Machine learning Engineer

New Relic One

posted 1d ago

Job Description

Your opportunity
Join our dynamic team as a Senior Machine Learning Engineer, where youll drive innovation across the entire ML lifecycle. Youll work on cutting-edge conversational AI bots, a Retrieval-Augmented Generation (RAG) system, and traditional ML solutions for our observability platform. This role involves both operational and engineering tasks, including building production-ready inference pipelines, deploying and versioning models, and implementing continuous validation processes. You will also focus on fine-tuning generative AI models, designing agentic language chains, and prototyping recommender system experiments.
What youll do
  • Model Fine-Tuning: Enhance the performance of generative AI models.
  • AI Agent Design: Create intelligent agents for conversational AI applications.
  • Innovation Experimentation: Utilize new techniques to develop models for observability-related use cases.
  • Pipeline Development: Build and maintain efficient inference pipelines for model deployment.
  • Model Management: Oversee deployment and model versioning for seamless updates.
  • Continuous Validation: Develop tools to ensure model accuracy and performance in production environments.
This role requires
Experience: 5+ years in machine learning or related fields.
Education: Bachelor s or advanced degree (Masters or Ph.D.) in Computer Science, Engineering, Mathematics, or related disciplines.

Technical Expertise:
  • Proven proficiency in deploying and managing ML models in production.
  • Hands-on experience with transformer models and text embeddings.
  • Familiarity with ML/NLP libraries, such as PyTorch, TensorFlow, Hugging Face Transformers, and SpaCy.
  • 3+ years of experience with Python for developing production-grade applications.
  • Proficiency in Kubernetes and containerization technologies.
  • Knowledge of scikit-learn, Kubeflow and Seldon.
  • Expertise in Python, C++, Kotlin, or similar programming languages.
  • Experience creating scalable distributed systems.
  • Familiarity with message broker systems (e.g., Kafka, RabbitMQ).
  • Understanding of application instrumentation and monitoring practices.
  • Experience with ML workflow management tools like Airflow, Argo or SageMaker.

Bonus points if you have
  • Familiarity with the AWS ecosystem.
  • Experience with the construction of agentic language chains

Employment Type: Full Time, Permanent

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New Relic One Benefits

Child care
Work From Home
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Health Insurance
Job Training
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