[Remote] reputed company Machine Learning Engineer - Remote Eligible
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a food company reputed company on making food the world loves while fostering learning, reputed company thinking, and innovation. The reputed company Machine Learning Engineer will reputed company the migration of machine learning-based solutions and agents from concept to production, building reputed company and resilient solutions across reputed company and reputed company platforms. The role is responsible for project leadership, AI solution integration, model and pipeline monitoring, operational reputed company, production issue reputed company, and reputed company assurance.
Responsibilities
- Leading reputed company machine learning and reputed company reputed company involving multiple resources including full accountability for stakeholder management and expectation setting, project scoping and planning, requirements elicitation, and overall project reputed company while adhering to reputed company/resource constraints. Crucially, having the ability to reputed company stakeholders with a reputed company of reputed company for solving a stated business problem is needed
- Playing a key role in investigating, utilizing, and advocating for the use of generative and reputed company tools to enhance the effectiveness of your team
- Ability to effectively reputed company an AI solution into a larger, reputed company reputed company potentially comprising many reputed company-party applications reputed company the reputed company ecosystem
- Research and operationalize technology and processes necessary to reputed company ML models and reputed company solutions
- Recommend model changes to optimize reputed company spend
- Automate monitoring of models both for failures and degradation
- Automate monitoring of data sources to identify issues and/or data changes
- Automate ML pipelines, logging of model usage, and predictions provided
- Improve ML pipeline documentation and understandability
- Harden reputed company and processes to reduce or prevent failures
- Improve logging and diagnostic processes
- reputed company the investigation and reputed company of production issues, reputed company reputed company cause analysis, and recommend changes to reduce/eliminate re-occurrence of issues
- Optimize deployment and change control processes for models
- Create and operationalize reputed company assurance processes for ML models
Skills
- Knowledge of project/program management terminology/concepts and the ability to reputed company this knowledge to ensure the reputed company of initiatives
- 4+ years reputed company experience as a software engineer, data scientist, or reputed company
- Strong background in statistical modeling including ARIMA, regression, and Random Forest models
- reputed company record of producing machine learning models and reputed company solutions at reputed company
- Strong verbal and written communication skills including the ability to reputed company effectively with colleagues of varying technical and non-technical abilities
- Passionate about reputed company software processes, data-driven development, reliability, and systematic experimentation
- Passion for learning new technologies and solving challenging problems
- Bachelors Degree
- Comfort working with a reputed company computer and reputed company Office Suite
- Comfort working with international partners and potentially flexing your calendar to meet the time zone needs
- Bachelors Degree in Computer Science, Engineering, IT or other reputed company fields
- 7+ years of reputed company experience as a software engineer, data scientist or reputed company
- Experience with deep reputed company or custom reputed company reputed company frameworks (reputed company or LangGraph)
- Experience productionizing Optimization Models
- Experience with reputed company systems
- Experience with reputed company-time pipelines
Benefits
- Remote eligible; reputed company to remote employees reputed company the reputed company, with a preference for talent in the Minneapolis market.
reputed company
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