MLOps Engineer

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Logo of Solvd, Inc.

Solvd, Inc.

501 - 1000 employees

Founded 2010

💼 Consulting

🏥 Healthcare

📦 Logistics

Consulting • Healthcare • Logistics

Solvd, Inc. is a global software engineering and consulting company that delivers comprehensive end-to-end solutions. Founded in 2011, Solvd offers core engineering services, including software development for web and mobile platforms, digital experience and design, data and AI/ML solutions, and cloud platform modernization. The company is an AWS partner and is known for optimizing resources, solving complex problems, and enhancing user satisfaction. Solvd emphasizes innovation and quality assurance, employing over 800 international professionals across 8 offices worldwide. The company prides itself on transforming businesses by providing feature-rich digital products, manual testing, automation, and employing cutting-edge technology solutions. Their proprietary tools like Zebrunner and Carina aid in improving development and QA processes. Solvd operates with a focus on collaboration, top talent cultivation, and customized technical solutions tailored to individual client needs, serving clients across 15 countries.

📋 Description

• Design, implement, and maintain a cloud-native platform supporting AI and data workloads, focused on Databricks and AWS Bedrock • Build and manage scalable data pipelines for ML and analytics use cases • Develop infrastructure-as-code with CloudFormation and AWS CDK • Integrate AI models and LLMs into production systems, including RAG architectures and model-serving workflows • Drive observability through monitoring, alerting, and logging across AI platforms • Collaborate with AI engineers, data engineers, and platform teams to improve model performance, reliability, and cost-efficiency • Contribute to the evolution of the AI platform for new ML frameworks, workflows, and data types • Stay current with emerging tooling and recommend architecture and operations improvements

🎯 Requirements

• 7+ years of professional experience in software and infrastructure engineering • Extensive production experience building and maintaining AI/ML infrastructure, including model deployment, lifecycle management, and serving workflows • Production-level experience with Databricks and MLflow, including model registration, versioning, asset bundles, and serving • Strong AWS and infrastructure-as-code knowledge, specifically AWS CDK • Expert-level coding skills in Python and TypeScript for robust APIs and backend services • Strong Docker containerization knowledge and hands-on CI/CD pipeline experience • Ability to design reliable, secure, and scalable infrastructure for real-time and batch ML workloads • Strong communication and collaboration skills • Familiarity with DSPy or similar LLM orchestration frameworks • Experience with LLM cost monitoring, latency optimization, and usage analytics in production • Knowledge of vector databases and embedding stores such as OpenSearch for semantic search and RAG architectures • Experience with ECS or other container orchestration tools • Required English proficiency level indicated on the application form • Legal right to work in the country where the role is based is requested on the application form

🏖️ Benefits

• Work on real-world AI-driven projects across key industries • Collaboration with a global team across continents and cultures • Inclusive environment • Continuous learning • Innovation-focused environment • Ethical AI standards • Equal opportunity employer

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