A cutting-edge AI company is driving innovation in infrastructure management by automating inspections and delivering advanced data insights. We are seeking a Machine Learning Engineer to enhance and optimize machine learning pipelines that provide real-time analytics and data-driven decision-making.
- Master's or PhD in a quantitative field (or equivalent experience).
- 3+ years of experience deploying ML models in production.
- Expertise in tabular and time-series data, classical and modern ML techniques (gradient boosted trees, neural networks).
- Strong background in statistics, Bayesian inference, and probabilistic modeling.
- Proficiency in Python (NumPy, SciPy, Pandas, Jupyter) and SQL.
- Experience with data visualization, cloud-based ML pipelines, and real-time analytics.
- Ability to communicate complex data models to non-technical stakeholders.
This role focuses on evolving AI-powered insights, moving beyond individual inspections to a systems-wide approach. The ideal candidate is comfortable working with noisy, real-world data and is passionate about creating scalable ML solutions.
- Collaborate with AI and Product teams to define problem domains and technical requirements.
- Collect, clean, and process data to develop key ML features.
- Build, test, and refine machine learning models.
- Oversee and optimize the ML pipeline for scalability and efficiency.
- Participate in an agile development environment and contribute across the tech stack.
- Work on real-world AI applications that address critical industry challenges.
- Join a high-growth company with a strong client base and cutting-edge technology.
- Competitive salary + potential equity.
- Hybrid work environment (2 days in the office).
- Unlimited PTO, professional development budget, and access to top-tier tools.
AI, Machine Learning, Statistics, Time-Series, Python, Scipy, Data Science, Cloud ML Pipelines, Real-Time Analytics.
Interested in leveraging AI to solve real-world challenges? Let's connect!
Darwin Recruitment is acting as an Employment Agency in relation to this vacancy.
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- Posted
- Feb 13, 2025
- Type
- Full-time
- Level
- Entry
- Location
- San Francisco County
- Company
- Darwin Recruitment
Industries
Categories
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