What are the responsibilities and job description for the Machine Learning Specialist position at GBIT (Global Bridge InfoTech Inc)?
Position: Machine Learning Engineer
Location: North Chicago, IL 60064 ||Onsite
Duration: 6 Months
Job Type: Contract
Job Description:
- We are seeking a skilled and motivated Machine Learning Developer to join our team.
- In this role, you will be instrumental in the development, training, and deployment of vision models into production environments.
- You will collaborate with a talented team to design and implement machine learning solutions that solve complex problems and enhance our capabilities.
Key Responsibilities:
- Design, develop, and train vision models to meet specific business objectives.
- Deploy machine learning models to production environments efficiently and reliably.
- Ensure scalability, robustness, and performance in the deployment of machine learning models.
- Collaborate with cross-functional teams to understand requirements and translate them into data-driven solutions.
- Integrate machine learning models with existing systems and develop APIs for model consumption.
- Implement continuous integration/continuous deployment (CI/CD) pipelines to automate model training and deployment processes.
- Monitor and optimize the performance of deployed models, ensuring they meet expected benchmarks.
- Document the process, results, and learnings to facilitate knowledge sharing and improve future iterations.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- 3-5 years of experience in developing and deploying machine learning models.
- Proficiency in Python and experience with machine learning libraries such as TensorFlow, PyTorch, or Keras.
- Strong understanding of computer vision techniques and tools.
- Experience with MLOps practices, including CI/CD, automated model testing, and monitoring.
- Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies like Docker and Kubernetes.
- Excellent problem-solving skills and the ability to work independently and collaboratively in a fast-paced environment.
- Effective communication skills to convey complex technical concepts to non-technical stakeholders.
