AI Data Development Platform Engineer
7 days ago
We're pushing the boundaries of AI by building a cutting-edge platform for data development. Our mission is to empower organizations to create custom AI solutions with unparalleled speed and performance. At Snorkel AI, we work closely with leading companies to harness the power of AI for differentiation and high-quality systems. If you're passionate about revolutionizing the AI landscape, join our team as an AI Data Development Platform Engineer.
About UsSnorkel AI is a pioneering force in democratizing AI. From our inception as a research project in the Stanford AI Lab to our current breakthroughs in generative AI, one constant remains: data quality is the key to achieving success. We strive to create an inclusive environment that values diverse perspectives and expertise. As a Snorkel AIer, you'll be part of a dynamic team that's shaping the future of AI and software engineering.
Job DescriptionAs an AI Data Development Platform Engineer on our Forward Deployed ML (FDML) team, you'll collaborate with cross-functional teams to develop project-specific adjustments and automations. Your focus will be on customizing and implementing machine learning solutions for automating data annotation and quality checks. This role requires strong communication skills, enabling you to work closely with the delivery manager to ensure efficient delivery on critical ML data annotation projects.
Main Responsibilities- Interact with the Ops team to understand their immediate needs and propose innovative solutions to meet those requirements.
- Rapidly prototype using Large Language Models (LLMs), scripting, dashboarding, and data munging.
To succeed in this role, you'll need:
- Bachelor's degree in Computer Science, Software Engineering, or a related field.
- 2-5 years of professional experience in software development, preferably focusing on backend development and data-intensive applications.
- Proven track record of building, deploying, and maintaining APIs and microservices in production environments.
- Python coding proficiency.
- Hands-on experience working with relational databases for complex data queries and schema design.
- Experience with developing and optimizing machine learning pipelines or integrating LLM inference systems into applications.
- Proficiency in FastAPI for API development.
- Expertise in Pandas and NumPy for data manipulation and analysis.
- Experience with containerization using Docker and Kubernetes.
- Familiarity with OpenAI APIs or other LLM-related tools for AI/ML use cases.
Our estimated salary range for this position is $200,000 - $250,000 annually, depending on location and qualifications. As a Full-time employee at Snorkel AI, you'll enjoy comprehensive medical, dental, and vision plans for yourself and your family, plus a yearly wellness stipend. Our 401k program helps you plan for your future, and our parental leave policy allows new parents to take up to 20 weeks of paid time off. Learn more about these benefits on our Careers page.
Snorkel AI is proud to be an Equal Employment Opportunity employer, committed to building a diverse team that represents various backgrounds, perspectives, and skills. We value diversity and provide equal employment opportunities to all employees and applicants. All employment decisions are based on qualifications, performance, merit, and business need.
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