Data Scientist - Research Engineer (ML)
OpTech LLC
Dearborn, MI, United States
about 1 month ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Compensation
$83,200.0 - $87,360.0
Working hours
Regular working hours
Job source
Tech stack
Analysis of Variance (ANOVA)
Artificial Neural Networks
Big Data
C++ (Programming Language)
Cloud Computing
Cluster Analysis
Computer Engineering
Embedded Software
Apache Hadoop
Python (Programming Language)
MATLAB
Machine Learning
+8 more
Standard Sql
Signal Processing
SQL Databases
Google Cloud
Cloud Platform System
Apache Spark
Information Technology
Modeling and Simulation
Job description
- 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.
Requirements
- 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, * 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., * 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.
Benefits & conditions
4.24.2 out of 5 stars Dearborn, MI 48121 $40 - $42 an hour - Contract, Pulled from the full job description
- 401(k)
- Health insurance
- Paid time off
- Vision insurance
- Dental insurance
- Life insurance, * 401(k)
- Dental insurance
- Health insurance
- Life insurance
- Paid time off
- Vision insurance
About the company
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!
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Prepare application
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