Senior Industrial Data Scientist/Statistical Modeling Lead
2 weeks ago
Our focus revolves around elevating technology-driven enterprises to new heights. However, it's important to understand that our scope at Trinesis encompasses more than just software development. Our objective is to provide comprehensive assistance to startups and enterprises throughout every phase of their journey.
As our Team expands, we're actively seeking new talent. Currently, we're on the lookout for a skilled Senior Industrial Data Scientist to lead the development of robust statistical models for manufacturing forecasting and optimization. This is a hands-on technical leadership role focused on applying proven statistical methods, time-series analysis, and industrial process knowledge to solve real manufacturing problems with measurable business impact.
Data ScienceMachine Learning
Python
R
SQL
Responsibilities
- Statistical Modeling & Analytics (40%)
- Time-Series Forecasting: Build robust forecasting models using ARIMA, exponential smoothing, and regression methods
- Statistical Process Control: Implement control charts, capability analysis, and process monitoring systems
- Predictive Maintenance: Develop survival analysis and degradation models for equipment failure prediction
- Anomaly Detection: Create statistical outlier detection and control limit-based monitoring systems
- Model Validation: Ensure statistical rigor, hypothesis testing, and confidence intervals for all predictions
- Technical Leadership (35%)
- Define Analytics Strategy: Lead the technical approach for industrial forecasting and optimization
- Production Systems: Ensure models are reliable, explainable, and deployable in industrial environments
- Team Mentoring: Guide junior analysts and engineers in statistical methods and industrial applications
- Quality Assurance: Establish validation processes and accuracy benchmarks for all models
- Tool Selection: Choose appropriate statistical software and deployment technologies
- Business Impact & Domain Expertise (15%)
- Manufacturing Domain: Understand and model complex manufacturing processes, failure modes, and quality parameters
- ROI Quantification: Translate ML predictions into measurable business value (cost savings, quality improvements)
- Client Collaboration: Work directly with manufacturing engineers and plant managers to understand requirements
- Model Validation: Ensure model accuracy and reliability in real-world manufacturing environments
- Team Building & Operations (10%)
- Team Leadership: Build and lead a high-performing data science team
- Process Establishment: Define ML development processes, model governance, and quality standards
- Cross-functional Collaboration: Work closely with data engineering, software engineering, and domain experts
- Knowledge Sharing: Establish documentation standards and knowledge transfer processes
- 7+ years of hands-on experience in data science and machine learning
- 3+ years in leadership or senior individual contributor roles
- 2+ years experience with real-time ML systems or industrial applications
- Statistical Methods & Analytics
- Time-Series Analysis: ARIMA, exponential smoothing, seasonal decomposition, trend analysis, Box-Jenkins methodology
- Statistical Process Control: Control charts (X-bar, R, CUSUM), process capability analysis, Six Sigma methods
- Regression Analysis: Linear/non-linear regression, logistic regression, robust regression methods
- Survival Analysis: Kaplan-Meier, Cox regression, Weibull analysis for equipment failure prediction
- Hypothesis Testing: t-tests, ANOVA, chi-square, non-parametric tests, power analysis
- Industrial Statistics: DOE (Design of Experiments), response surface methodology, reliability analysis
- Programming & Tools
- Python: Advanced proficiency (pandas, numpy, scipy, statsmodels, scikit-learn)
- R: Statistical analysis (preferred for advanced statistical modeling)
- SQL: Complex queries, time-series databases (InfluxDB, TimescaleDB)
- Statistical Software: Experience with SAS, SPSS, Minitab, or JMP
- Visualization: Statistical plots, process control charts (matplotlib, ggplot2, Tableau)
- Industry Experience
- Manufacturing/Industrial: 3+ years experience with manufacturing processes, quality control, or industrial operations
- Statistical Applications: Applied statistics in manufacturing, process industries, or quality improvement
- Industrial Data: Working with sensor data, process parameters, equipment monitoring systems
- Quality Systems: Six Sigma, Lean Manufacturing, ISO 9001, or similar quality frameworks
- Data Science
- Machine Learning
- Python
- R
- SQL
- Great team of smart people, in a friendly and open culture.
- Competitive salary and benefits package.
- Opportunity for professional growth and advancement.
- Dynamic and collaborative work environment.
- Flexible working hours and remote work options.
- Various learning opportunities and training programs.
Each employee has a chance to see the impact of his work. You can make a real contribution to the success of the company.
Several activities are often organized all over the year, such as weekly sports sessions, team building events, monthly drink, and much more
PerksA full-time position
Attractive salary package.
Trainings12 days / year, including
6 of your choice.
Sport ActivityPlay any sport with colleagues,
the bill is covered.
Eat & DrinkFruit, coffee and
snacks provided.
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