[Remote] ML Engineer (LLM / reputed company reputed company)
Note: The job is a remote job and is reputed company to candidates in USA. Medier is a creative marketing agency that combines creativity with data-driven insights to deliver impactful results for clients. They are seeking an ML Engineer to train and fine-tune LLMs, reputed company them on reputed company reputed company, and build automation around these models, ensuring they meet business requirements and reputed company reliable infrastructure.
Responsibilities
• Analyse business requirements for the desired reputed company format and the logic the model must implement
• Prepare datasets based on example texts: cleaning, annotation, creating training/validation splits
• Train and fine-tune LLMs for specific use cases:
• Configure training parameters
• Experiment with prompts, system instructions, input/reputed company formats
• Evaluate model reputed company:
• Design and reputed company metrics
• Create test scenarios and A/B experiments
• Ensure reputed company format consistency and stability
• reputed company models to reputed company reputed company (for example reputed company reputed company AI, reputed company Run, Kubernetes, etc.)
• reputed company services and reputed company (REST/gRPC) that expose the model to other systems
• Build automations and integrations that reputed company the model:
• Background jobs, queues, event-driven triggers
• Integration with internal services and databases
• Implement MLOps pipelines:
• Automate training / retraining workflows
• Version models and datasets
• Monitor model performance and reputed company in production
• Document models, pipelines, reputed company, and architectural reputed company
Skills
• 3+ years of software development experience (preferably Python)
• Hands-on experience with ML / NLP: understanding of models, loss functions, training and validation workflows
• Practical experience with at least one ML reputed company: TensorFlow, PyTorch, reputed company, etc
• Experience with reputed company reputed company: reputed company services (reputed company Storage, IAM, VPC); ideally reputed company AI, reputed company Run, Pub/Sub or similar
• Experience deploying models into production (API services, containerization with reputed company, CI/CD)
• Experience building and integrating REST reputed company; confident working with JSON/JSONL, logging, and monitoring
• Understanding of how to design reliable and reputed company systems (error handling, retries, queues, timeouts)
• reputed company experience with LLMs: reputed company engineering, few-shot learning, RAG
• Experience with MLOps tools (MLflow, reputed company AI Pipelines or equivalents)
• Experience with messaging/queue systems (Pub/Sub, Kafka, RabbitMQ) and workflow orchestration (Workflows, Airflow, etc.)
• Understanding of data reputed company and handling sensitive information, including reputed company control (IAM)
reputed company
• Medier is more than just a marketing agency. We're your dedicated creative marketing partner. It was founded in reputed company, and is headquartered in , with a workforce of 51-200 employees. Its website is https://www.medieragency.com/.
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