Machine Learning Engineer
4 weeks ago
Company Overview
Optical Arc Pvt. Ltd. is a full-service company of custom software development and other IT services. We help businesses grow and succeed by providing end-to-end solutions tailored to their unique needs. Join our team and be a part of our innovative and dynamic work environment.
Job Description:
We are seeking a highly skilled and experienced Machine Learning Engineer or Senior Machine Learning Engineer to join our dynamic team. The successful candidate will contribute to the development and implementation of cutting-edge machine learning models and algorithms. As a key member of our technical team, you will play a crucial role in solving complex problems and driving innovation in our machine learning initiatives.
Responsibilities:
- Develop and implement machine learning models and algorithms for various applications, ensuring high performance, accuracy, and scalability.
- Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to understand business requirements and design effective machine learning solutions.
- Pre-process and analyze large datasets to extract meaningful insights and features for model development.
- Evaluate and fine-tune existing models for enhanced performance and adaptability.
- Stay current with the latest advancements in machine learning and artificial intelligence, incorporating new technologies and methodologies into our projects.
- Design and conduct experiments to assess model robustness, reliability, and generalization capabilities.
- Collaborate with engineering teams to integrate machine learning models into production systems.
- Mentor junior members of the team, providing guidance on best practices and fostering a collaborative learning environment.
Qualifications:
- Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
- Minimum of 5+ years of hands-on experience in machine learning model development and deployment.
- Proven track record of leading and successfully delivering complex machine learning projects.
- Expertise in programming languages such as Python, and proficiency with relevant libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- In-depth understanding of statistical modeling and machine learning algorithms.
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