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Ai/Ml Engineer Jobs
Company | Heliosz.AI |
Address | Boca Raton, FL, United States |
Employment type | FULL_TIME |
Salary | |
Category | IT Services and IT Consulting |
Expires | 2023-08-18 |
Posted at | 9 months ago |
:
The ideal candidate will play a crucial role in developing and deploying cutting-edge machine learning models and algorithms to solve complex problems. You will work closely with cross-functional teams, including data scientists, engineers, and product managers, to design and implement scalable and high-performance solutions that drive business impact. You will have the opportunity to apply your expertise in machine learning to deliver innovative solutions and contribute to advancing this company’s technology.
Responsibilities:
- Collaborate with cross-functional teams to evaluate and incorporate external libraries, tools, and frameworks to enhance our machine-learning capabilities.
- Collaborate with software engineers to integrate machine learning models into production systems, ensuring robustness, scalability, and performance.
- Stay up-to-date with the latest advancements in machine learning and related fields, and leverage this knowledge to propose and implement innovative solutions.
- Design, develop, and optimize machine learning models and algorithms to tackle complex problems in areas such as natural language processing, computer vision, recommendation systems, or predictive analytics.
- Mentor and provide technical guidance to junior members of the team, fostering a culture of continuous learning and growth.
- Collaborate with the research team to bridge the gap between academic research and practical applications, contributing to the organization's thought leadership.
- Conduct exploratory data analysis, feature engineering, and model evaluation to gain insights and improve model performance
- Implement and deploy scalable machine learning pipelines and frameworks to process and analyze large-scale datasets efficiently.
Qualifications:
- Bachelor's, Master's, or Ph.D. degree in Computer Science or a related field with a strong focus on machine learning or artificial intelligence.
- Proven track record of designing, developing, and implementing machine learning models and algorithms in real-world applications.
- Strong communication and collaboration skills, with the ability to work effectively in cross-functional teams and present complex concepts to both technical and non-technical stakeholders.
- Excellent problem-solving and analytical skills, with the ability to translate business requirements into technical solutions.
- Experience with large-scale data processing frameworks (e.g., Spark, Hadoop) and cloud computing platforms (e.g., AWS, GCP) is highly desirable.
- Proficiency in programming languages such as Python, along with experience with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, sci-kit-learn).
- Solid understanding of software engineering principles, including software design, coding best practices, and version control systems.
- Strong understanding of various machine learning techniques, including deep learning, reinforcement learning, ensemble methods, and statistical modeling.
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