Machine Learning Software Engineer
InnoVantage
- Makati, PhilippinesDela Rosa Street , Makati, Metro Manila, PhilippinesMakatiMetro ManilaPhilippinesPhilippines
- Full timeFULL_TIME
Job Description
> Apply (and/or improve) machine learning/deep learning methods to architect solutions for tasks in natural language processing (NLP) and computer vision
> Obtain, process, and clean datasets used for training and analysis
> Analyze and visualize diverse sources of data, and interpret results in a business context
> Manipulate high-volume, high-dimensionality data to discover trends and anomalies
> Work closely with product managers, software engineers, and fellow ML engineers to define, implement, and refine solutions to problems for tasks that require machine learning
> Deploy predictive models and integrate them with existing automation software
Minimum Qualifications
> At least 1 year of experience in both machine learning/deep learning and software design and development
> Adept at Python; must be able to write robust, Pythonic code
> Must exhibit clear communication skills; as you will need to explain your process to both technical and non-technical individuals
> Must be able to properly evaluate models to ensure efficient (and correct) ones are deployed
> Strong fundamental statistics, linear algebra, and quantitative analysis skills
> Familiarity with core toolkits such as keras, numpy, opencv, nltk, scikit-learn, Jupyter, pandas, the like
> Experience with different forms of neural network topologies such as CNNs, RNNs, and their derivatives, including an intuitive understanding of how they work (non-negotiable requirement)
> Comfortable with reading through research papers and properly interpret findings presented in them
> adaptable
> A team player.
> Must exhibit a degree of creative freedom
> Must be a graduate BSC/BA in Computer Science, or other relevant field
Jobs Summary
- Job Level
- Entry Level / Junior, Apprentice
- Job Category
- IT and Software
- Educational Requirement
- Bachelor's degree graduate
- Recruiter response to application
- Always
- Office Address
- Kalayaan Building, Dela Rosa Street, Legazpi Village, Makati, Metro Manila, Philippines