Data Science at TRACTIAN
The Data Science team at TRACTIAN focuses on extracting valuable insights from vast amounts of industrial data. Using advanced statistical methods, algorithms, and data visualization techniques, this team transforms raw data into actionable intelligence that drives decision-making across engineering, product development, and operational strategies. The team constantly works on optimizing prediction models, identifying trends, and providing data-driven solutions that directly enhance the company’s operational efficiency and the quality of its products.
What you'll do
In the Senior Data Scientist role, your primary responsibility will be to delve deep into complex datasets, using your advanced analytical skills to uncover insights, develop predictive models, and provide data-driven solutions. Your work will directly contribute to enhancing our product offerings and improving business strategies through rigorous data analysis and model development.
Responsibilities
- Develop sophisticated statistical models and machine learning algorithms to analyze complex datasets.
- Extract and interpret data to identify patterns, trends, and relationships.
- Perform data preprocessing, cleansing, and analysis to ensure data quality.
- Implement predictive models and conduct A/B testing for continuous improvement.
- Utilize advanced analytics techniques to solve specific business problems.
- Collaborate with cross-functional teams to integrate data science methodologies into various business processes.
- Present complex data findings in a clear and understandable manner to non-technical stakeholders.
Requirements
- Master’s degree in Data Science, Statistics, Computer Science, or a related field.
- 5+ years of experience in data science, focusing on statistical modeling and machine learning.
- Strong proficiency in data science programming languages (Python, C++) and SQL.
- In-depth knowledge of machine learning techniques and algorithms.
- Experience with big data technologies (e.g., Hadoop, Spark).
- Excellent analytical and problem-solving skills.
- Ability to communicate complex data insights effectively.
Bonus Points
- Experience with deep learning frameworks (TensorFlow, PyTorch).
- Publications in relevant scientific journals or conferences.
- Fluent in English.
Top Skills
What We Do
Tractian is a machine intelligence company that offers industrial monitoring systems. Tractian builds streamlined hardware-software solutions to give maintenance technicians and industrial decision-makers comprehensive oversight of their operations. It is democratizing access to sophisticated real-time monitoring and asset operations tools.
Tractian's solutions are used in environments that address a combined total of 5% of global industrial output. The company’s broad market reach is evidenced in its customer base from various industries, such as John Deere, Procter & Gamble, Caterpillar, Goodyear, Carrier, Johnson Controls, and Bimbo, the owner of the brands Little Bites and Thomas Bagels. Tractian's customers see a 6-12x ROI with savings of $6,000 per monitored machine annually on average.
In a major milestone and a first for the industry, Tractian launched the AI-Assisted Maintenance category in the industrial sector. In this new paradigm, artificial intelligence identifies machine problems and suggests preventive actions to be taken, giving invaluable insight and support to maintenance professionals. It is important to highlight that the intent of Assisted Maintenance is firmly rooted in augmenting maintenance professionals to provide more assertive diagnosis with human-in-the-loop feedback.
Tractian's mission is to elevate this category of workers in a highly impactful way. The Assisted Maintenance category will provide unimaginable support for maintenance professionals. By combining shop floor expertise with our technology, maintainers will be able to anticipate and address issues with unprecedented accuracy and speed
