Perform predictive analytics modeling to forecast potential failures and validate the effectiveness of OBD diagnostic monitors during extended durability testing * Set up instrumentation and monitor ...
Perform predictive analytics modeling to forecast potential failures and validate the effectiveness of OBD diagnostic monitors during extended durability testing * Set up instrumentation and monitor ...
Perform predictive analytics modeling to forecast potential failures and validate the effectiveness of OBD diagnostic monitors during extended durability testing * Set up instrumentation and monitor ...
Perform predictive analytics modeling to forecast potential failures and validate the effectiveness of OBD diagnostic monitors during extended durability testing * Set up instrumentation and monitor ...
Customer Analytic Manager
Detroit, MI · On-site
Who holds 2+ years of experience Customer Analytics delivery Who holds 2+ years of experience in CRM Modeling, Reporting, Analytics who is experienced in predictive analytics tools Qualifications Who ...
Customer Analytic Manager
Detroit, MI · On-site
Who holds 2+ years of experience Customer Analytics delivery Who holds 2+ years of experience in CRM Modeling, Reporting, Analytics who is experienced in predictive analytics tools Qualifications Who ...
Actuarial Data Scientist (FCAS)
Gaylord, MI · On-site +1
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Gaylord, MI · On-site +1
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Ann Arbor, MI · On-site
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Ann Arbor, MI · On-site
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Gaylord, MI · On-site
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Gaylord, MI · On-site
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Ann Arbor, MI · On-site +1
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Actuarial Data Scientist (FCAS)
Ann Arbor, MI · On-site +1
We are looking for an FCAS to join the American Modern Predictive Analytics team as a Principal Data Scientist and play a key leadership role in advancing pricing model strategy. American Modern ...
Portfolio Analytics & Strategy Specialist - Data, Modeling & Analytics
Portage, MI · On-site
$91K - $202K/yr
As a Portfolio Analytics & Strategy Specialist within PNC's Data, Modeling & Analytics Retail ... Applies predictive models, third party data, and other tools to develop and execute appropriate ...
Portfolio Analytics & Strategy Specialist - Data, Modeling & Analytics
Portage, MI · On-site
$91K - $202K/yr
As a Portfolio Analytics & Strategy Specialist within PNC's Data, Modeling & Analytics Retail ... Applies predictive models, third party data, and other tools to develop and execute appropriate ...
Portfolio Analytics & Strategy Specialist - Data, Modeling & Analytics
Portage, MI · On-site
$91K - $202K/yr
As a Portfolio Analytics & Strategy Specialist within PNC's Data, Modeling & Analytics Retail ... Applies predictive models, third party data, and other tools to develop and execute appropriate ...
Portfolio Analytics & Strategy Specialist - Data, Modeling & Analytics
Portage, MI · On-site
$91K - $202K/yr
As a Portfolio Analytics & Strategy Specialist within PNC's Data, Modeling & Analytics Retail ... Applies predictive models, third party data, and other tools to develop and execute appropriate ...
Portfolio Analytics & Strategy Specialist - Data, Modeling & Analytics
Portage, MI · On-site
$91K - $202K/yr
As a Portfolio Analytics & Strategy Specialist within PNC's Data, Modeling & Analytics Retail ... Applies predictive models, third party data, and other tools to develop and execute appropriate ...
Portfolio Analytics & Strategy Specialist - Data, Modeling & Analytics
Portage, MI · On-site
$91K - $202K/yr
As a Portfolio Analytics & Strategy Specialist within PNC's Data, Modeling & Analytics Retail ... Applies predictive models, third party data, and other tools to develop and execute appropriate ...
Data Scientist
Ann Arbor, MI · On-site +1
Explain advanced analytic and modeling procedures in the language that audiences with no predictive analytics training can easily find connections to. Understand stakeholders' requests and hidden ...
Data Scientist
Ann Arbor, MI · On-site +1
Explain advanced analytic and modeling procedures in the language that audiences with no predictive analytics training can easily find connections to. Understand stakeholders' requests and hidden ...
Early Warning Detection Investigator
Auburn Hills, MI · On-site
$48.08/hr
Recommend improvements to proactive sensing logic and predictive analytic techniques to enhance product safety and performance. What's Needed? * Bachelor's degree in Data Analytics, Management ...
Early Warning Detection Investigator
Auburn Hills, MI · On-site
$48.08/hr
Recommend improvements to proactive sensing logic and predictive analytic techniques to enhance product safety and performance. What's Needed? * Bachelor's degree in Data Analytics, Management ...
Senior ML Engineer - Computer Vision & AI (Production)
Auburn Hills, MI · On-site
$98K - $135K/yr
In this role, candidates will focus on applied machine learning solutions emphasizing computer vision and predictive analytics, collaborating with engineering teams to ensure model effectiveness. The ...
Senior ML Engineer - Computer Vision & AI (Production)
Auburn Hills, MI · On-site
$98K - $135K/yr
In this role, candidates will focus on applied machine learning solutions emphasizing computer vision and predictive analytics, collaborating with engineering teams to ensure model effectiveness. The ...
V&V Governance Engineer
Dearborn, MI · On-site
$85K - $150K/yr
Develop dashboards, KPIs/KRIs, audit automation, and quality predictive analytics to identify leading indicators, defect escape risk, evidence risk, and milestone readiness concerns. Drive corrective ...
V&V Governance Engineer
Dearborn, MI · On-site
$85K - $150K/yr
Develop dashboards, KPIs/KRIs, audit automation, and quality predictive analytics to identify leading indicators, defect escape risk, evidence risk, and milestone readiness concerns. Drive corrective ...
V&V Governance Engineer
Dearborn, MI · On-site
$85K - $150K/yr
Develop dashboards, KPIs/KRIs, audit automation, and quality predictive analytics to identify leading indicators, defect escape risk, evidence risk, and milestone readiness concerns. * Drive ...
V&V Governance Engineer
Dearborn, MI · On-site
$85K - $150K/yr
Develop dashboards, KPIs/KRIs, audit automation, and quality predictive analytics to identify leading indicators, defect escape risk, evidence risk, and milestone readiness concerns. * Drive ...
Predictive Modeler
Lansing, MI · Hybrid
$55.50 - $72/hr
Auto-Owners Insurance, a top-rated insurance carrier, is seeking a predictive modeler to join our ... Conduct ad-hoc analysis and present results clearly at multiple-levels of stakeholders through ...
Predictive Modeler
Lansing, MI · Hybrid
$55.50 - $72/hr
Auto-Owners Insurance, a top-rated insurance carrier, is seeking a predictive modeler to join our ... Conduct ad-hoc analysis and present results clearly at multiple-levels of stakeholders through ...
Investigations Specialist
Auburn Hills, MI · On-site
Help improve the company's data analytics, predictive modeling, and alert systems so future problems can be detected earlier. Must Have Skills : * 3-5 years of experience working with large, complex ...
Investigations Specialist
Auburn Hills, MI · On-site
Help improve the company's data analytics, predictive modeling, and alert systems so future problems can be detected earlier. Must Have Skills : * 3-5 years of experience working with large, complex ...
You will build a highly proactive team that pushes our business leaders on their strategic thinking, challenges status-quo assumptions with deep, diagnostic and predictive analytics, and unlocks the ...
You will build a highly proactive team that pushes our business leaders on their strategic thinking, challenges status-quo assumptions with deep, diagnostic and predictive analytics, and unlocks the ...
Predictive Analytics: Develop and implement predictive analytics models to forecast financial performance, identify trends, and support strategic planning. Utilize cross-functional data (S&OP) to ...
Predictive Analytics: Develop and implement predictive analytics models to forecast financial performance, identify trends, and support strategic planning. Utilize cross-functional data (S&OP) to ...
Predictive Modeler
Lansing, MI · On-site
$55.50 - $72/hr
Auto-Owners Insurance, a top-rated insurance carrier, is seeking a predictive modeler to join our ... Conduct ad-hoc analysis and present results clearly at multiple-levels of stakeholders through ...
Predictive Modeler
Lansing, MI · On-site
$55.50 - $72/hr
Auto-Owners Insurance, a top-rated insurance carrier, is seeking a predictive modeler to join our ... Conduct ad-hoc analysis and present results clearly at multiple-levels of stakeholders through ...
Predictive Analytics information
See Michigan salary details
$23.5K - $37.3K
4% of jobs
$37.3K - $51K
1% of jobs
$51K - $64.8K
14% of jobs
$71.6K is the 25th percentile. Wages below this are outliers.
$64.8K - $78.5K
12% of jobs
$78.5K - $92.3K
14% of jobs
The median wage is $95.4K / yr.
$92.3K - $106K
23% of jobs
$110.5K is the 75th percentile. Wages above this are outliers.
$106K - $119.8K
21% of jobs
$119.8K - $133.5K
2% of jobs
$133.5K - $147.3K
2% of jobs
$147.3K - $161K
5% of jobs
$161K - $174.8K
1% of jobs
$23.5K
$98.2K
$174.8K
How much do predictive analytics jobs pay per year?
What is predictive analytics?
A Predictive Analytics job involves using statistical techniques, machine learning models, and data analysis to forecast future trends and outcomes. Professionals in this field work with large datasets to identify patterns, assess risks, and provide data-driven recommendations. They commonly apply predictive models in industries such as finance, marketing, healthcare, and supply chain management. The role typically requires expertise in programming languages like Python or R, data visualization, and strong problem-solving skills.
What are the key skills and qualifications needed to thrive in predictive analytics?
To thrive in Predictive Analytics, you need strong skills in statistical analysis, data modeling, and a solid educational background in mathematics, statistics, computer science, or a related field. Proficiency with tools such as Python, R, SQL, and data visualization platforms, as well as certifications like SAS or Microsoft Certified Data Analyst, is highly valued. Excellent problem-solving abilities, attention to detail, and effective communication are crucial soft skills for translating complex data into actionable insights. These skills are essential for accurately forecasting trends, informing business decisions, and effectively collaborating with cross-functional teams.
What are some typical challenges faced in a predictive analytics position?
Professionals in Predictive Analytics often encounter challenges such as dealing with incomplete or inconsistent data, selecting the most appropriate modeling techniques, and ensuring models are both accurate and interpretable for business stakeholders. Additionally, balancing multiple projects with tight deadlines and aligning analytics solutions with strategic objectives can be demanding. However, these challenges provide excellent opportunities for creative problem-solving, collaboration with various departments, and continuous learning in a rapidly evolving field. Supportive team structures and access to up-to-date analytical tools typically help professionals overcome these obstacles. Embracing these challenges can significantly enhance your expertise and career trajectory in predictive analytics.
What degree do I need for predictive analytics?
What is a predictive analytics job description?
What jobs use predictive analytics?
What are the most commonly searched types of Predictive Analytics jobs in Michigan?
The most popular types of Predictive Analytics jobs in Michigan are:
What are popular job titles related to Predictive Analytics jobs in Michigan?
For Predictive Analytics jobs in Michigan, the most frequently searched job titles are:
What job categories do people searching Predictive Analytics jobs in Michigan look for?
The top searched job categories for Predictive Analytics jobs in Michigan are:

OBD Fleet Durability Analytics Engineer
Superior, MI • On-site
Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 13 days ago
Job description
About Hyundai America Technical Center, Inc. (HATCI)
Hyundai America Technical Center, Inc. (HATCI) serves as Hyundai Motor Group's North American R&D headquarters, supporting Hyundai, Kia, and Genesis products in one of the world's most competitive automotive markets. Our teams drive innovation across product planning, design, engineering, quality, testing, and advanced technology development.
With our main R&D campus in Michigan and additional engineering, development, and proving ground facilities in California, HATCI provides a dynamic environment where ideas accelerate into real-world vehicle advancements.
About the Team
The Emissions and OBD Validation (EMOV) team is part of the Electrified Propulsion division of HATCI. We advance propulsion efficiency and performance across Hyundai, Kia, and Genesis internal combustion and hybrid powertrains, directly shaping the refinement, competitiveness, and technological leadership of the vehicles our customers drive every day. EMOV leads local market testing and validation of engine and electrified propulsion management systems controlling vehicle emissions and diagnostics.
Position Overview
We are seeking an innovative, analytically-minded, and self-driven OBD Fleet Durability Analytics Engineer to join our team in Superior Township, Michigan. In this role, you will drive data-driven decision making for the validation of engine management and on-board diagnostics systems for pre-production vehicles undergoing extensive mileage accumulation and emissions durability testing. You will analyze CAN/XCP parameters collected from our instrumented fleet vehicles to identify failure modes, detect early indicators of component degradation, and validate the robustness of OBD calibrations and engine management calibrations.
This position offers the opportunity to work with data-intensive development programs, advanced calibration technologies, and cross-functional engineering teams. You will help shape the next generation of internal combustion, hybrid, and electrified propulsion systems through rigorous data analysis, predictive analytics, and data-driven insights that directly inform calibration refinement and vehicle durability validation.
WHAT YOU WILL DO
Key Responsibilities
- Lead data analytics activities for engine management and OBD systems using second-by-second vehicle data collected from long-term fleet testing
- Develop and execute statistical analysis plans to extract trends, detect anomalies, and identify correlations between operating conditions and system performance degradation
- Perform predictive analytics modeling to forecast potential failures and validate the effectiveness of OBD diagnostic monitors during extended durability testing
- Set up instrumentation and monitor fleet vehicles to ensure accurate data acquisition from data loggers (XCP/CAN), reliable test execution, and data integrity
- Analyze multivariate time-series data using Python, MATLAB, or similar tools to perform root cause analysis on high-occurrence issues and calibration weaknesses
- Conduct data-driven investigations using statistical hypothesis testing and cross-functional collaboration to evaluate diagnostic trouble codes (DTCs) and OBD monitor robustness
- Support fleet operation activities including calibration updates, software flashing, diagnostic evaluation, and instrumentation troubleshooting
- Prepare advanced technical visualizations and dashboards to communicate data findings, trends, and actionable recommendations to calibration engineers and engineering leadership
- Validate aftertreatment durability and regulatory compliance through analysis of emissions testing data at defined mileage intervals
- Evaluate emerging data analytics technologies that support enhanced OBD validation, predictive maintenance capabilities, and compliance with evolving emissions regulations
- Manage fleet data governance including database administration, parameter definition validation, signal quality assurance, and test data archival
- Plan, coordinate, and track analytics project activities to ensure timely and high-quality execution aligned with program milestones
- Travel up to 15% both domestically and internationally
Core Competencies
- Advanced proficiency in Python - data manipulation (Pandas, NumPy), statistical analysis (SciPy, Statsmodels), and time-series analysis frameworks
- SQL database management - querying, joining, and optimizing large datasets from fleet data loggers
- Statistical analysis expertise - regression modeling, hypothesis testing, correlation analysis, and multivariate analysis techniques (PCA, clustering)
- Time-series analytics - trend detection, anomaly identification, and pattern recognition across long-duration vehicle operating data
- Data visualization - creating technical dashboards and visualizations using Matplotlib, Seaborn, Plotly, or Power BI/Tableau
- Predictive analytics modeling - machine learning techniques (classification, regression) for fault prediction and OBD monitor validation
- Strong foundation in engine controls, combustion, and exhaust aftertreatment systems
- Knowledge of diagnostic trouble code (DTC) development and OBD monitor calibration processes
- Understanding of EPA and CARB emissions and OBD regulatory requirements and testing procedures
- Experience with hybrid powertrain operation and associated propulsion control strategies
- Ability to specify, configure, and operate data acquisition systems and instrumentation for fleet vehicles
- Experience with vehicle calibration tools such as ETAS INCA, MDA, or similar ECU calibration platforms
- Strong verbal, written, and interpersonal communication skills
- Commitment to professional integrity, sound judgment, and responsible handling of sensitive information
WHAT YOU WILL BRING TO THE ROLE
Basic Qualifications
- B.S. in Mechanical Engineering, Electrical Engineering, Computer Science, or related discipline
- 2+ years of experience in powertrain calibration, emissions development, OBD-II calibration or system validation
- Proficiency in Python for data analysis or equivalent programming experience (Pandas, NumPy, SciPy)
- Working knowledge of automotive communication protocols such as CAN and LIN
- Experience with vehicle calibration tools such as ETAS INCA, MDA, or similar platforms
- Knowledge of propulsion system fundamentals including hybrid powertrain operation
- Familiarity with emissions and OBD regulatory frameworks (EPA, CARB)
- Experience conducting or supporting emissions testing, OBD monitor development, or vehicle test procedures
- Strong verbal, written, and interpersonal communication skills
- Valid driver's license and a satisfactory driving record
Preferred Qualifications
- M.S. in Mechanical Engineering, Electrical Engineering, Computer Science, or related field
- 5+ years of experience in emissions development, OBD calibration, and vehicle validation
- Advanced data analysis proficiency with MATLAB/Simulink, Python (Pandas, Scikit-learn, SciPy), or SQL
- Experience validating OBD-II features for mass-production launch or durability programs
- Hands-on experience with fleet data analysis or long-duration time-series data from vehicle testing
- Familiarity with statistical methods for automotive applications - trend analysis, anomaly detection, multivariate analysis
- Experience with data visualization tools - Power BI, Tableau, or advanced matplotlib/plotly dashboards
- Knowledge of machine learning fundamentals - predictive modeling, classification algorithms, or anomaly detection
- Experience with XCP/CAN data acquisition systems and automotive diagnostic databases (ODX)
- Cross-functional collaboration experience working with calibration engineers, test engineers, and vehicle development teams
WHAT HYUNDAI CAN OFFER YOU
- Zero-dollar Employee Premiums on Medical, Dental, and Vision for You and Your Family
- 100% Employer-paid Disability and Life Insurance
- Generous Paid Time Off Including Vacation, Sick, and Abundant Holidays
- Competitive Salaries
- A Global Environment that Fosters Diversity
- Retirement Savings and Planning Benefits
- Access to Health Savings Accounts and Flexible Spending Accounts
- Flexible Work Hours
OTHER DETAILS
- Candidates applying for positions with Hyundai KIA must be legally authorized to work in the United States. Verification of employment eligibility will be required at the time of hire.
- HATCI is an Equal Opportunity Employer including Disabled and Veteran. VEVRM Federal contractor.