Cloud Data Scientist/ AI/ML Engineer
Full time @AI Jobs Philippines posted 1 day ago in Information Technology and Services Shortlist Email JobJob Detail
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Job ID 489
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Experience 4 Years
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Qualifications Degree Bachelor
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Job Location Type Office
Job Description
Senior Cloud Data Scientist and AI/ML Engineer
Pointwest is looking for a highly motivated senior data scientist and AI/ML engineer who is well-versed in cloud technologies, particularly AWS, to join us for a lead role in the AI/ML team.
Duties and Responsibilities:
- Solutioning and Design
- Analyze business requirements and design a solution utilizing a possible combination of data science techniques, AI algorithms, machine learning models, and existing cloud services to address the pain points
- Design optimal solutions and identify the optimal deployment strategies that maximize computational efficiency and minimize cost
- Design of AI algorithms and machine learning systems in the following areas:
- Computer Vision
- Natural Language Processing
- Sound Processing
- Anomaly Detection
- Forecasting
- Technical Leadership
- Spearhead the exploration of new technologies and cascade their usage to other team members
- Convert solution designs into low-level task breakdowns that may be distributed among developer teams, taking into consideration the inter-dependencies of the tasks
- Lead the estimation of tasks, taking into consideration possible risks that may extend the development
- Review the outputs of other team members and ensure that they follow best practices
- Help in resolving technical issues faced by team members, employing critical out-of-the-box thinking when considering possible solutions
- Development of Data Science and AI/ML Solutions
- Develop AI algorithms and training of machine learning models, including deep learning models, that perform the following functions:
- Classification
- Regression
- Forecasting
- Anomaly Detection
- Analyze datasets in the context of usage for advanced analytics and machine learning systems, including visualization of datasets for easier analysis
- Perform exploratory analysis on datasets using advanced analytics techniques to generate useful insights
- Perform basic data collection and data manipulation
- Evaluate AI and ML solutions to assess performance
- Deploy models and algorithms, especially using cloud deployment technologies
- Develop AI algorithms and training of machine learning models, including deep learning models, that perform the following functions:
Qualifications:
- At least 4 years of experience in developing advanced analytics, AI, and machine learning solutions
- At least 1 year of experience in leading a team of data scientists and/or AI/ML engineers
- Bachelor’s degree in Math, Statistics, Hard Sciences (Physics, Chemistry, Biology, etc.), Engineering, or related field with a good grasp of the following subjects:
- Probability and Statistics
- Calculus
- Linear Algebra
- Analysis of Algorithms
- Proficiency in Python programming and usage of cloud services, particularly AWS
- Strong analytical and critical thinking skills