Machine Learning Software Engineer Position
3 days ago
IT8, a leading engineering company, is seeking an experienced Machine Learning Software Engineer to join their team in Normal, IL, US. This role involves optimizing and improving existing machine learning models and systems, contributing to the backend development necessary to support machine learning infrastructure.
About the JobThis specialized position deals with the design, development, and research of artificial intelligence (AI) systems to automate predictive models. The ideal candidate will have extensive experience in Python, C#, and other relevant programming languages.
Key Responsibilities:- Design, develop, and implement machine learning models and algorithms.
- Create AI algorithm prototypes based on project specifications.
- Work on computer vision projects, including annotation, training, augmentation, and YOLO.
- Research, build, and design artificial intelligence responsible for machine learning and maintain and improve existing artificial intelligence systems.
- Generate data-driven predictive learning models to provide solutions to problems according to needs.
- Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks.
- Collaborate with data scientists, administrators, data analysts, data engineers, and data architects on production systems and applications.
- Identify differences in data distribution that could potentially affect model performance in real-world applications.
- Ensure algorithms generate accurate user recommendations.
- Study and transform data science prototypes and apply appropriate machine learning algorithms and tools.
- Run machine learning tests and experiments, and document findings and results.
- Train, retrain, and monitor machine learning systems and models as needed.
- Construct optimized data pipelines to feed machine learning models.
- Consult with managers to determine and refine machine learning objectives.
- Extend existing machine learning libraries and frameworks.
The ideal candidate will have a deep understanding of computer vision, TensorFlow, and various aspects of machine learning such as annotation, training, augmentation, and YOLO. Familiarity with platforms like Kubernetes (K8) or AWS; knowledge in backend.
- Impeccable analytical and problem-solving skills.
- Extensive math and computer skills, with a deep understanding of probability, statistics, and algorithms.
- In-depth knowledge of machine learning frameworks, like Keras or PyTorch.
- Familiarity with data structures, data modeling, and software architecture.
- Excellent time management and organizational skills.
- Desire to learn.
- Proven experience as a machine learning engineer or similar role.
- Familiarity with Python, Java, and R.
- Excellent communication and collaboration skills.
- Innovative mind with a passion for continuous learning.
- General knowledge of building machine learning systems.
- Bachelor's degree (or equivalent) in computer science, mathematics, or related field.
We offer a competitive compensation package and a great opportunity to join a dynamic project with high growth potential. Our team provides flexibility, teamwork, and a great work environment.
Why Choose IT8?IT8 is an equal-opportunity employer committed to diversity and inclusion in the workplace. We prohibit discrimination and harassment of any kind based on protected characteristics.
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