Machine Learning Engineer
InnoVantage
- Makati, PhilippinesUnit 601 6/F RCI Building, 105 Rada Street Legaspi Village, San Lorenzo, Makati City, Makati, Metro Manila, PhilippinesMakatiMetro ManilaPhilippinesPhilippines
- Toàn thời gianFULL_TIME
Công việc đã đóng.
Miêu Tả Về Công Việc
- Apply AI/Machine Learning technology to develop solutions for real-world problems.
- Analyze and visualize diverse sources of data, interpret results in the business context and report results clearly and concisely
- Manipulate high-volume, high-dimensionality data to highlight patterns, anomalies, relationships and trends.
- Design, prototype, train and evaluate various machine learning methods for use in detection, classification and regression tasks, significantly improving performance and/or reducing cost.
- Develop, evaluate and compare deep learning algorithms for specific applications and tasks to improve performance, data collection, training, and suitability for embedded applications
- Work closely with product managers, data scientists and software engineers to define, implement, and refine machine learning solutions to problems for complex NLP and Computer Vision.
- Work collaboratively with different business partners and be able to present result in a clear and concise manner.
- Mentor others in the use of AI/Machine Learning.
Trình độ tối thiểu
- 2 years or more experience in Machine Learning.
- Bachelor’s Degree (Masters or PhD is a plus) in Computer Science, Electrical Engineering, Computer Science, Statistics/Mathematics, or related discipline.
- Able to implement computational solutions based on research papers findings.
- Experience with classical machine learning and statistical techniques, including regression, Bayesian methods, regularization, boosting, ensembles, support vector machines, etc.
- Experience with deep learning methods, including CNN, RNN, GAN, Reinforcement Learning.
- Familiar with existing machine learning tools or libraries such as scikit-learn, numpy, scipy, pandas, etc.
- Familiar with existing deep learning tools or libraries (Tensorflow or PyTorch). Tensorflow / Deep learning Experience is a Requirement (non-negotiable).
- Experience in multiple computer hardware, operating systems and tools, e.g., GPUs; Windows, Linux; git, bash, CUDA, etc.
- Familiarity with software development best practices and agile development is a huge plus.
- Experience with online learning methods a plus.
- Familiarity with big data tools and frameworks, eg., Apache Hadoop, Spark, MLlib, a plus.
Tóm tắt công việc
- Trình Độ Công Việc
- Phó Giám Sát/Giám Sát
- Ngành Nghề
- IT and Software
- Yêu cầu học vấn
- Tốt nghiệp Cử nhân
- Nhà tuyển dụng trả lời hồ sơ
- Sometimes
- Địa chỉ văn phòng
- Unit 601 6/F RCI Building, 105 Rada Street Legaspi Village, San Lorenzo, Makati City, Makati, Metro Manila, Philippines
- Ngành nghề
- Computer Software / Engineering
- Vị trí đang tuyển
- 1 vị trí tuyển dụng mới
- Trang web
- http://aiah.ai
Về InnoVantage
We believe that combining AI and humans will result in high-performing organizations. As such our mission is to empower shared services teams with AI and Automation tools so that they can create positive experiences for their customers while giving them the extra time that they need to improve themselves.