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Cloud Data Science Lead
2 weeks ago
Pointwest is seeking a seasoned Senior Cloud Data Scientist and AI/ML Engineer to lead our AI/ML team.
The ideal candidate will be well-versed in cloud technologies, particularly AWS, with expertise in designing optimal solutions and identifying deployment strategies that maximize computational efficiency and minimize cost.
Duties and Responsibilities:
- Solution Design
- Analyze business requirements and design a solution utilizing data science techniques, AI algorithms, machine learning models, and cloud services to address pain points.
- Design AI algorithms and machine learning systems in areas such as Computer Vision, Natural Language Processing, Sound Processing, Anomaly Detection, and Forecasting.
- Technical Leadership
- Explore new technologies and cascade their usage to other team members.
- Convert solution designs into low-level task breakdowns for developer teams.
- Estimate tasks considering possible risks that may extend development.
- Review outputs of team members and ensure they follow best practices.
- Help resolve technical issues faced by team members using critical thinking.
- Development of Data Science and AI/ML Solutions
- Develop AI algorithms and train machine learning models, including deep learning models, for classification, regression, forecasting, and anomaly detection.
- Analyze datasets for advanced analytics and machine learning systems, including visualization of datasets.
- Perform exploratory analysis on datasets using advanced analytics techniques.
- Evaluate AI and ML solutions to assess performance.
- Deploy models and algorithms using cloud deployment technologies.
Qualifications:
- At least 4 years of experience in developing advanced analytics, AI, and machine learning solutions.
- At least 1 year of experience leading a team of data scientists and/or AI/ML engineers.
- Bachelor's degree in Math, Statistics, Hard Sciences, Engineering, or related field with proficiency in Python programming and cloud services.
- Strong analytical and critical thinking skills.