On behalf of NDA, Mental Health Tech SD Solutions is looking for a talented Senior Data Engineer - ML Infrastructure to step onto a unicorn rocketship!
SD Solutions is a staffing company operating globally. Contact us to get more details about the benefits we offer.
We're seeking an experienced Data Engineer with a strong background in supporting ML teams. In this role, you'll be the critical bridge between ML research and production systems, ensuring our models deliver real-world value efficiently and reliably.
Responsibilities:
- Design, build, and maintain robust ETL pipelines that feed our ML models with high-quality data
- Develop and maintain APIs for integrating with external LLM providers and other systems
- Collaborate closely with MLEs to translate experimental ML code into reliable production pipelines
- Implement and optimize data storage solutions with PostgreSQL
- Explore and implement caching strategies where beneficial
- Contribute to our growing LLM infrastructure and capabilities
Requirements:
- Approximately 5 years of professional experience in data engineering, with a specific focus on ML systems
- Strong PostgreSQL experience, including performance optimization, schema design, and query tuning
- Proven experience building and maintaining scalable ETL pipelines
- Experience developing and maintaining APIs for data services and external integrations
- Familiarity with caching mechanisms and when to apply them
- Exceptional attention to detail when implementing specifications
- Ability to seek clarification rather than making assumptions when translating ML code to production
- Interest in large language models and experience integrating with LLM providers
- Comfort with cloud environments
What makes you stand out:
- You're methodical and detail-oriented, recognizing that small implementation errors can have outsized impacts on ML systems
- You have deep knowledge of PostgreSQL best practices and performance optimization techniques
- You understand various caching approaches and can implement appropriate solutions
- You prioritize clear communication and aren't afraid to ask questions when specifications are ambiguous
- You balance technical excellence with pragmatic solutions that meet business needs
- You're excited about the potential of LLMs and eager to help build the infrastructure that connects to them
About the company:
NDA's mission is to radically improve the efficacy of mental health care across the world. NDA has developed a novel care model that combines teletherapy sessions with personalized AI support. With NDA, your therapy care team includes your licensed clinician and your always-available AI therapy assistant, who work together to help you achieve your goals.
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