Scientist - Research Engg (ML)

Job Description

Job Description

Why work at OpTech/GTech?
OpTech is a woman-owned company that values your ideas, encourages your growth, and always has your back. When you work at OpTech, not only do you get health and dental benefits, but you also have training opportunities, flexible/remote work options, growth opportunities, 401K and competitive pay. Apply today!

We are seeking a highly motivated Scientist / Research Engineer to develop and deploy advanced prognostics and predictive maintenance solutions for vehicle systems. The ideal candidate will leverage data science, machine learning, physics-based modeling, and signal processing techniques to predict component degradation and estimate Remaining Useful Life (RUL) for automotive applications.

Key Responsibilities

• Develop prognostic and predictive maintenance algorithms using vehicle and connected vehicle data.
• Build machine learning and physics-informed models to analyze component health and degradation.
• Process and analyze large datasets using Python, SQL, and cloud platforms.
• Develop fault detection and anomaly detection solutions for vehicle systems.
• Perform modeling and simulation using MATLAB/Simulink.
• Collaborate with cross-functional teams to deploy solutions into production vehicles.
• Support embedded software implementation in C++ environments.

Required Skills

• Python
• SQL
• C++
• Data Science & Machine Learning
• MATLAB / Simulink
• Algorithms & Statistical Analysis
• Google Cloud Platform (Google Cloud Platform) or other cloud environments
• Signal Processing (DSP)
• Predictive Analytics & Prognostics

Required Qualifications

• Master''s degree in Mechanical Engineering, Electrical Engineering, Computer Science, Computer Engineering, Mathematics, Physics, or related field.
• 4+ years of experience applying statistical and machine learning techniques.
• 3+ years of experience with Python and SQL.
• Experience with predictive modeling, sensor data analysis, and vehicle diagnostics.
• Strong analytical and problem-solving skills.

Preferred Qualifications

• PhD in a related technical field.
• Experience in Automotive, Connected Vehicle, EV, Controls, Robotics, or Prognostics & Health Management (PHM).
• Knowledge of Spark, Hadoop, ATI, ETAS, and embedded systems.
• Experience with machine learning techniques such as PCA, ANOVA, Clustering, Neural Networks, Time Series Forecasting, and Causal Inference.
  By submitting your application, you acknowledge that recruiting technologies, including AI-assisted tools, may be used to support candidate evaluation, sourcing, matching, and communications. OpTech/GTech is an Equal Opportunity Employer (EOE), all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

G-TECH Services, Inc. is a leading certified recruitment and placement firm that specializes in providing highly skilled staff in technical fields such as engineering, IT, procurement, finance and accounting. We have well-established relationships with some of the most respected companies in the country and know our clients' job requirements and corporate cultures. Once we understand your experience and career aspirations, we aim to connect you with the right opportunity.

Company Description

G-TECH Services, Inc. is a leading certified recruitment and placement firm that specializes in providing highly skilled staff in technical fields such as engineering, IT, procurement, finance and accounting. We have well-established relationships with some of the most respected companies in the country and know our clients' job requirements and corporate cultures. Once we understand your experience and career aspirations, we aim to connect you with the right opportunity.