This is a full-time position that is responsible for focusing on extending our machine learning-driven solutions in the realm of computational leak detection. The ideal candidate will be a key contributor to our team and organization, requiring a unique blend of skills in machine learning, scientific computing, and physics-informed modeling. To perform this job successfully, an individual must be able to perform each essential duty satisfactorily with or without reasonable accommodation.
•Analyze time series sensor data to enhance our machine learning models for leak detection in complex fluids and settings.
•Leverage recent advances in Machine Learning and Artificial Intelligence to build innovative systems for enhanced detection of leaks in complex fluids.
•Build machine learning model architectures that integrate and are bounded by the principles of physics to develop robust, physics-informed solutions.
•Stay abreast of the latest research and technological breakthroughs and apply them to develop innovative solutions that advance our project goals.
•Design experiments, establish success measures, and formulate comprehensive project plans.
•Conduct rigorous research, evaluate results, and effectively communicate findings and issues to stakeholders and management.
•Collaborate closely with the team to ensure alignment with project objectives and timelines.
•Graduate degree in Computer Science, Engineering, Physics, or a related field.
•2-5 years of professional experience in developing machine learning solutions or scientific computing.
•Strong background in time series analysis, machine learning, and AI developments.
•Proficiency in Python, including its scientific computing and machine learning libraries such as Pandas, NumPy, SciPy, NetworkX, TensorFlow, and PyTorch.
•Proven ability to adapt to changing priorities, needs, and deadlines.
•Excellent time management skills and ability to deliver results with minimal oversight.
•Strong collaborative skills, with a history of working effectively in team environments.
•Must have US residency; no visa support available.
•English language fluency, verbal and written.
•Acceptable results of a pre-employment background check and drug/alcohol test.
This is a full-time position with a competitive wage, 100% funded profit-sharing plan, vacation, paid sick leave, basic life insurance, voluntary life insurance, identity theft protection benefit, family health plan, dental insurance, vision insurance, short term disability, tuition reimbursement, 401(k) - Roth and Traditional with employer match and incentives.
Flowstate Technologies is an Equal Opportunity Employer - Vets, Disability
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