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(Jr.) Machine Learning (ML) Developer
- Somerville, Massachusetts, United States
- Somerville, Massachusetts, United States
Über
At Laminar (formerly H2Ok Innovations), we're leading the charge in cleantech innovation, reshaping process industrials and manufacturing to drive operational efficiency and sustainability for our world’s most foundational industries. Powered by our Laminar AI Co-pilot models and state-of-the-art sensors, our solutions optimize facility performance across various processes, including process manufacturing, production, water management, energy reduction, and waste minimization. Based at Greentown Labs, North America's premier cleantech innovation community, we're a woman-founded startup backed by renowned investors like Greycroft, Construct Capital, 2048 Ventures, and Flybridge Capital. Our groundbreaking technologies have earned accolades and adoption from industry giants like Unilever, The Coca-Cola Company, ABinBev, and Mitsubishi Electric. We're committed to unlocking untapped data for our customers, empowering them to gain a competitive edge and create Industry 4.0.
Transforming our most foundational sectors of society is hard. Very hard. But we’re building an empire. And empire building is not easy. It’s deeply fulfilling, and you will learn and grow tremendously while driving sustainable impact globally with some of the largest players that make everything we eat, use, and wear. Our culture is to foster extraordinary growth within our teammates. We believe in autonomy, ownership, empowerment, demanding excellence, being mission-driven. We believe in creativity, authenticity, and extraordinary growth. We’re looking for relentless, ambitious, creative, and exceptional people to join our team and build the factory of the future.
What You Will Do Build machine learning models that usher in the next generation of data-driven, fluid-based industrial processes powered by Laminar's proprietary spectral sensors and software platform.
Design and run experiments to evaluate and select machine learning models that are generalizable, accurate, and robust to day-to-day process variability.
Work with spectral and multi‑modal sensor data, building preprocessing and feature extraction pipelines that can derive insights from noisy, real‑world sensors.
Support model reliability by developing monitoring (and correction systems, when applicable) for model drift, sensor drift, and process anomalies.
Develop performant ML infrastructure and tooling in collaboration with ML/Data Scientists and software team members.
Work across problem domains including chemometrics, hybrid modeling, and self-supervised learning. Modeling tasks include distribution modeling, drift and anomaly detections, similarity analyses, and continuous calibration.
About You Required:
Proficient in at least one Python ML framework (PyTorch, JAX, TensorFlow).
Fluent with Python packages for numeric computing and data workflows (NumPy, Polars, Pandas, scikit-learn).
An engineer who favors clean, testable code and has a proven track record of delivering high-quality work on a timeline.
An executor who thrives with direction and can independently complete technical project objectives.
Someone detail-oriented who has a natural curiosity about data. You are enthusiastic to test hypotheses, understand in detail how our models work, and run physical experiments to improve our modeling capabilities.
Preferred:
Chemical engineering, process engineering, or manufacturing domain knowledge (highly valued).
Experience with cloud environments (AWS, GCP) and/or Databricks.
Familiarity with spectral data, time‑series modeling, or sensor-driven ML.
Familiarity with Bayesian modeling and probabilistic reasoning.
Experience building real products (ideally utilizing machine learning) and practicing user‑centric design.
Benefits:
Direct impact on product and culture.
Comprehensive benefits package including Medical, Dental, Vision, Life Insurance, Disability, Transportation benefit, Health and Wellness benefit, and more.
401(k) plan with employer matching.
Equity.
Competitive salary and bonus opportunities.
Dynamic and inclusive work environment.
Opportunities for growth and professional development.
Access to Greentown Labs' extensive network of cleantech startups.
Why Laminar (formerly H2Ok Innovations)? Impact: Work on cutting‑edge AI and sensor tech that’s already transforming how factories use water, energy, and chemicals. Join a tight‑knit, ambitious team where your contributions can reshape the industry.
Growth: Join a fast‑growing startup where you’ll have the opportunity to shape our content strategy. We value fostering extraordinary growth in our teammates.
Innovative Culture: Work in a high-performance environment that values empowerment, creativity, ownership, autonomy, innovation, excellence, passion, and continuous growth.
Sustainability Focus: Play a key role in promoting sustainability and Industry 4.0 advancements in manufacturing.
Build the intelligence layer powering the next generation of industrial efficiency – with a team that moves fast and delivers real impact.
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