Staff Machine Learning Engineer
Crisis Text Line
full-time
Posted on:
Location Type: Remote
Location: Spain
Visit company websiteExplore more
Job Level
Tech Stack
About the role
- Fully own the model pipeline, from data collection and labeling to deployment and monitoring.
- Identify product and operational opportunities to build solutions that create efficiencies.
- Work with Product, Design, and Engineering to bring use cases into production.
- Establish effective partnerships and collaboration with subject matter experts, including Clinical Supervisors, Learning Experts, and Coaches.
- Communicate and share model performance and impact in a digestible and accessible way with the rest of the organization.
- Consider ethics, equity, security, privacy, and confidentiality in all work.
Requirements
- 6+ years of experience in the data science space.
- Theoretical and practical understanding of ML/AI models for both structured and unstructured data.
- Experience across the model development pipeline, from inception to deployment and monitoring.
- Proficiency in Python and relevant data and ML/AI libraries.
- Experience with text as a data source, including knowledge of NLP techniques and associated ML/AI models.
- Ability to write clean, modular code and work with version control tools.
- Ability to create project plans that identify tasks, milestones, and deliverables.
Benefits
- Reliable High-Speed Internet Required: Must have a stable high-speed internet connection to support seamless remote collaboration, virtual meetings, online job tasks, etc.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
data collectiondata labelingmodel pipelineML modelsAI modelsPythonNLP techniquesversion controlclean codemodel monitoring
Soft Skills
communicationcollaborationpartnershipsproject planningefficiency identificationdigestible reportingethical considerationsequity awarenesssecurity awarenessprivacy awareness