What are the responsibilities and job description for the Data Engineer position at HILOS?
Role
Build the future of AI at HILOS in collaboration with cross-functional teams of innovative 3D engineers, designers, and data scientists. HILOS is looking for a Data Engineer responsible for collecting, analyzing, and interpreting large datasets within the footwear industry to develop and train machine learning models for our cloud-based developer platform Interplay.
Responsibilities
Build the future of AI at HILOS in collaboration with cross-functional teams of innovative 3D engineers, designers, and data scientists. HILOS is looking for a Data Engineer responsible for collecting, analyzing, and interpreting large datasets within the footwear industry to develop and train machine learning models for our cloud-based developer platform Interplay.
Responsibilities
- Establishing a data pipeline that involves extracting data from diverse sources, transforming it into a consistent format, and storing it efficiently
- Refining datasets through multiple experiments to fine-tune AI models for optimal performance in real-world applications
- Selecting and transforming specific features from the data that are most relevant for the AI model to learn from
- Integrating trained models into production systems and continuously monitoring their performance to identify potential issues and necessary updates
- Proficiency in various machine learning techniques like regression, classification, clustering, and neural networks
- Knowledge of data pipelines and big data frameworks to handle large datasets efficiently
- Expertise in languages like Python and SQL for data manipulation and analysis
- Experience using accelerated data processing to spearhead groundbreaking AI initiatives
- Experience with 3D printing and other digital fabrication techniques
- Experience deploying software
Salary : $70,000 - $140,000
