Staff ML Engineer – ML/AI
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Staff ML/AI Engineer architecting Lyra Health’s enterprise AI platforms for evidence-based mental health care. Driving generative AI infrastructure, reliability, security, and clinical precision.
Responsibilities:
- Design and execute the long-term roadmap for Lyra’s machine learning and generative AI platform
- Enable fast, safe, and reliable deployment of frontier models across the company
- Architect end-to-end training, fine-tuning, and low-latency inference platforms
- Develop centralized RAG architecture, vector databases, and enterprise evaluation/guardrail frameworks
- Establish organizational standards for the full AI/ML SDLC, including dataset lineage, CI/CD pipelines, automated model evaluation, red-teaming, and production monitoring
- Partner with Product Management, Data Science, Security, and Clinical leaders to translate strategic clinical goals into AI capability roadmaps
- Mentor Senior ML Engineers and conduct architectural reviews
- Establish engineering best practices across teams
- Lead technical prototypes, critical-path architecture, and strategic coding contributions
- Write production code
Requirements:
- 8+ years of experience deploying complex ML/AI solutions into mission-critical production environments, with a proven track record of technical leadership
- Mastery of Python, RESTful API design, Protobuf, and microservices architecture
- Deep expertise with Docker, Kubernetes, container orchestration, and real-time inference services
- Hands-on experience designing and deploying RAG pipelines, fine-tuning LLMs, managing vector databases, and building LLM evaluation/guardrail frameworks
- Expertise with relational databases, low-latency key-value stores, distributed queueing system architectures such as Celery and Kafka, and data pipeline orchestration
- Strong experience architecting cloud-native solutions on AWS or equivalent cloud providers
- Exceptional ability to distill ambiguous technical problems into clear strategic priorities and influence leadership across engineering, product, and business disciplines
- Preferred: experience writing high-performance production code in Java or Kotlin
- Preferred: experience architecting AI/ML systems in regulated environments, including HIPAA compliance, SOC2, and handling PHI/PII
- Preferred: experience building internal developer platforms or ML tooling used by dozens of data scientists and engineers
Benefits:
- Comprehensive healthcare coverage (including medical, dental, vision, FSA/HSA, life and disability insurances)
- Lyra for Lyrians; coaching and therapy services
- Equity in the company through discretionary restricted stock units
- Competitive time off with pay policies including vacation, sick days, and company holidays
- Paid parental leave
- 401K with up to 3% matching
- Monthly tech allowance
- Well-being perks and activities
- Surprise swag
- Regular community celebration
Similar Jobs
Staff Machine Learning Engineer – Gen AI, Voice & Speech
Staff GenAI Engineer building scalable voice and speech AI platforms for Weave, a healthcare communications technology company. Leading ML infrastructure, architecture, and cross-team technical strategy.
Machine Learning Engineer – Model Evaluation, Experimentation
Machine learning engineer authoring experiments and evaluating frontier AI models for a leading AI lab. Implementing ML and reinforcement-learning tasks, analyzing results, and identifying model limitations remotely in the United States.
Senior ML Engineer – MLOps
Senior MLOps Engineer building production ML and generative AI infrastructure for Lyra Health, an evidence-based mental healthcare provider. Developing platforms, evaluation frameworks, and AI product services.
Applied AI/ML Engineer
Applied AI/ML Engineer building NLP, LLM, and knowledge-graph systems for Intangible’s interactive 3D creative tools. Developing AI assistants that help users visualize and communicate spatial ideas.
Senior Machine Learning Engineer
Senior ML Engineer developing production computer-vision models for GBG’s digital identity verification technology. Deploying, evaluating, and improving AI systems while mentoring CVML engineers in an Agile environment.
Staff ML Engineer, GenAI, Voice & Speech
Staff ML Engineer building scalable voice and speech GenAI infrastructure for Weave’s AI-powered products. Designing models, platforms, and distributed services for high-volume customer experiences.
Senior Machine Learning Software Engineer
Machine Learning Senior Software Engineer building model validation, optimization, and safety systems for Akamai’s distributed cloud platform. Developing secure inference pipelines, guardrails, and model evaluation frameworks.
Forward Deployed Machine Learning Engineer
Forward Deployed ML Engineer building benchmarks, model evaluations, and backend infrastructure for Protege’s secure AI training-data exchange platform. Partnering with researchers, customers, and DataLab to turn evaluation engagements into products.
Machine Learning Scientist 5 – Forecasting Aggregation
Machine Learning Scientist building Netflix’s ad-campaign forecasting models. Developing interpretable predictions for inventory, delivery risk, reach, and frequency at scale.
ML Software Engineer
ML Software Engineer building multimodal data pipelines, foundation models, and inference systems. Advancing reliable autonomous freight vehicles through physical AI and production-grade tooling.
Staff ML Engineer – Scene Generation
Staff ML Engineer leading neural rendering and generative modeling for Torc Robotics’ autonomous truck software. Building scalable Camera, LiDAR, and Radar simulation pipelines for AV training and validation.
VP of Research, Machine Learning
Leading research and production ML systems for A1’s proactive smart assistant. Defining reasoning, evaluation, safety, and orchestration for reliable everyday task completion.
Machine Learning Engineer, Speech – Joint Audio-Video Modeling
Research/ML Engineer specializing in audio generation and AI systems at Cantina. Leading development of advanced speech and audio models for joint audio-video applications.
Machine Learning Engineer
Machine Learning Engineer at Interval solving technical problems related to AI, privacy, and distributed systems. Collaborating to build models using enterprise data while maintaining privacy.
Machine Learning Engineer, Especialista II – Dados, Consumidor
Machine Learning Engineer responsible for developing ML solutions and pipelines at Grupo Boticário. Collaborating in a dynamic data ecosystem for beauty brands globally.
Senior Machine Learning Engineer
Senior Machine Learning Engineer developing core AI systems for proactive smart assistant solutions. Collaborating with cross-functional teams to deliver impactful AI products at scale.
Senior Machine Learning Engineer
Senior Machine Learning Engineer at A1 Engineering building AI-native systems. Owning critical ML subsystems, collaborating with teams, and ensuring production reliability.
Senior Machine Learning Engineer
Senior Machine Learning Engineer building and shipping machine learning systems for proactive AI products. Collaborating with research teams and mentoring other engineers.
Senior Machine Learning Engineer
Senior Machine Learning Engineer building and shipping ML systems that are reliable in production. Collaborating with cross-functional teams and mentoring ML engineers to enhance performance.
Member of Technical Staff, Machine Learning
Join A1 Engineering as a Member of Technical Staff, Machine Learning. Build ML components and improve production systems with real-world applications.