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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