A Place for Mom · 1 month ago
Sr. Machine Learning Engineer — ML/AI Team
United States
Full-time
Remote
Senior Level
$120K/yr - $135K/yr
5+ years expA Place for Mom is seeking a Senior Machine Learning Engineer to design, build, and scale production-grade machine learning and Generative AI systems. This role will focus on developing advanced ML and LLM-powered applications that leverage structured and unstructured data to drive business impact.
HealthcareFamily & CareHome ServicesAssisted LivingElder CareHome Health Care
No H1B
Responsibilities
Machine Learning Model Development and Maintenance:
+ Study and transform data science prototypes using appropriate ML and GenAI architectures
+ Design and develop machine learning and LLM-powered systems using modern GenAI architectures (e.g., RAG, prompt engineering, embeddings, vector databases)
+ Solve complex problems with multilayered data sets and optimize existing machine learning libraries and frameworks
+ Construct optimized data pipelines to feed both traditional ML models and LLM-based systems
+ Run machine learning tests and experiments and document findings and results
Model Maintenance and Monitoring:
+ Implement and monitor model and data quality checks to ensure accuracy and consistency of our models and pipelines in production
+ Ensure system reliability, performance optimization, and responsible deployment of ML and LLM solutions in production
+ Manage the full model lifecycle, including retraining, performance monitoring, and continuous improvement
Collaboration and Support:
+ Partner with Product, Engineering and Business stakeholders to translate requirements into scalable AI/ML and GenAI solutions, contributing to system architecture and technical design
+ Provide technical guidance and support on AI/ML initiatives, delivering clear, actionable insights to stakeholders
+ Contribute to AI engineering standards and best practices across the organization
Best Practices and Documentation:
+ Create and maintain comprehensive documentation for ML and GenAI systems, including prompt libraries, evaluation frameworks, and architectural decisions
+ Establish and promote best practices across MLOps, LLMOps and AI system governance
Qualification
Required
Master's degree in Computer Science, Mathematics, or a related field, or equivalent working experience
5+ years of proven experience as a Machine Learning Engineer, with significant experience working with data from structured and unstructured data sources, ETL processes, and data quality management
Strong proficiency in SQL, Databricks, AWS services, Python, and Spark
Experience with ML frameworks such as XGBoost, Scikit-learn, TensorFlow, Keras, or PyTorch
Hands-on experience building and deploying LLM-powered applications, including prompt engineering, evaluation frameworks, Retrieval-Augmented Generation (RAG), embedding models/vector databases
Familiarity with MLOps and/or LLMOps tooling and CI/CD workflows
Excellent analytical and problem-solving skills with a strong ability to derive insights from complex data sets
Effective communication skills with the ability to convey technical information and business impact to non-technical stakeholders
Benefits
10% Bonus
401(k) plus match
Dental insurance
Health insurance
Vision Insurance
Paid Time Off
Company
A Place for Mom
A Place for Mom is a for-profit senior care referral service providing information about senior housing and elder care providers.
501-1000 employees
Funding
Current Stage
Late StageTotal Funding
$184.5MKey Investors
Insight PartnersBattery Ventures
2022-01-24Private Equity· $175M
2017-08-14Private Equity
2010-07-09Acquired
Leadership Team
Tatyana Zlotsky
Chief Executive Officer
Recent News
2026-07-11
aplaceformom.com
2026-07-11
2026-06-17
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