Actalent is seeking an Algorithm Engineer - Machine Learning Engineer to drive results in the sensor development industry, with a focus on algorithm development and data science.
Requirements
- Experience with algorithm development using time series data sets.
- Hands-on experience with embedded systems and sensors.
- Proficiency in cloud and data architecture, particularly in building machine learning models and workflows for cloud tasks.
- Expertise in AWS or similar cloud environments.
- Proficient in embedded C, Python, PyTorch, and microcontrollers.
- Experience in building APIs and data analysis.
- Familiarity with standard machine learning frameworks like TensorFlow, Pytorch, and sci-kit-learn.
Responsibilities
- Design and develop algorithmic approaches to detect and identify events through multi-sensor fusion, focusing on chemical and gas detection.
- Research and implement appropriate algorithms and tools, including machine learning, deep learning, and deterministic approaches.
- Develop machine learning applications according to customer and product requirements.
- Improve internal tools to process data and analyze algorithm results.
- Enhance processes for data collection, labeling, and data pipelines.
- Perform statistical analysis and fine-tuning using test results.
- Stay updated with developments in the field.
Other
- BS in Computer Science or related technical degree with 5-10 years of experience.
- Ability to code in Python and lower-level C/C++ languages.
- Experience with chemical, gas, or similar sensors is highly preferred.
- Advanced degrees such as MS or PhD are a plus.
- Must be eligible to work in the US
