Jobs · Engineering · Illinois

Machine Learning Engineer

Burtch Works · Chicago, IL · 5 days ago
EngineeringFull-time
About The Company Our client is a consulting firm that gives its people a platform to shape the future of their clients’ businesses. They look for people who think differently, build boldly, and lead with impact, and they value individual perspective and ambition. Growth through challenge: The firm holds itself to high standards of excellence and accountability. You’ll work alongside elite consultants who push you to expand your skills and think more creatively, and you’ll own your work and its impact.Autonomy to do your best work: The firm cares about outcomes more than outputs. You’ll have room to shape your work, drive decisions, and anticipate client needs, in a culture that rewards bold thinking and challenges conventional wisdom.Diverse perspectives driving innovation: The firm champions inclusivity and authenticity and believes diverse perspectives lead to better solutions. The culture is energetic and collaborative, and the team believes great work should be fun. What You’ll Do Design scalable machine learning infrastructure, including CI/CD pipelines for model training and deploymentMonitor models in productionDevelop Generative AI solutions, including LLM-based applications, RAG infrastructure, and common search paradigmsEnsure security and compliancePreprocess and analyze datasetsDevelop and fine-tune ML models to optimize performanceCollaborate with client stakeholders to define and build robust AI solutions What You’ll Bring Strong software engineering principlesExperience designing and building cloud-native AI solutions (AWS, Azure, GCP)Familiarity with CI/CD and DevOpsExpertise in data preprocessing and ML techniquesFamiliarity with model evaluation and libraries like TensorFlow and PyTorchProven ML engineering experience, including model hosting, inference optimization, and model registry managementStrong programming skills (Python, R)Experience with infrastructure as code and cloud services (networking, IAM, compute platforms, databases)Familiarity with containerization and orchestration tools (Docker, Kubernetes)Understanding of Agile methodologies

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