7 дней назад
ME Systems - Manufacturing Data Scientist (Machine Learning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ME Systems - Manufacturing Data Scientist (Machine Learning) (Python/Manufacturing): Analyzing manufacturing engineering process data, developing time-series features and forecasting models, and communicating insights with an accent on statistical process control, data quality, and machine learning. Focus on optimizing Python-based algorithms, benchmarking model performance, and exploring advanced approaches such as causal ML.
Location: Lisbon, Portugal. Candidates must be legally eligible to work in Portugal and hold a valid residence permit or work visa, Portuguese NIF, and Portuguese NISS.
Company
designs electrical distribution systems for vehicles, robotics, energy platforms, and other electrified, automated, and connected products.
What you will do
- Analyze manufacturing engineering data from processes such as ultrasonic welding, torque machines, ROB, and crimping.
- Identify patterns, trends, and insights using historical data and statistical process control comparisons.
- Clean and validate data, handle missing or anomalous values, and build feature engineering pipelines for time-series data.
- Develop, optimize, and benchmark statistical, forecasting, and machine learning models in Python.
- Visualize results and communicate technical findings to management and non-technical stakeholders.
- Participate in code reviews, knowledge sharing, planning, and experimentation with new machine learning techniques.
Requirements
- 0–2 years of experience in a relevant project.
- Knowledge of machine learning fundamentals, data analysis, and data visualization.
- Intermediate knowledge of Python, Scikit-Learn, Streamlit, Seaborn, NumPy, Pandas, SQL, Plotly, and StatsModels.
- Advanced knowledge of mathematics and statistics.
- Experience collaborating with stakeholders in dynamic, cross-functional environments.
- Fluent English and legal eligibility to work in Portugal are required.
Nice to have
- Master’s degree in Data Science, Computer Science, Mathematics, Information Technology, or Engineering.
- Interest in causal machine learning and expanding expertise across machine learning domains.
Culture & Benefits
- Opportunities to build skills, take on new challenges, and develop over time.
- Work on systems with visible impact in real-world industries.
- Private healthcare from the first day of employment.
- Learning and development opportunities.
- Opportunities to contribute to the community.
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