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Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing large-scale analytical and data science products, utilizing machine learning and deep learning algorithms to derive insights from complex data sets. Proficient in implementing end-to-end data science solutions and collaborating with cross-functional teams to enhance technology and processes.
Highest-signal resume keywords
Data Science Product DevelopmentMachine Learning AlgorithmsDeep Learning AlgorithmsCloud Engineering with AWSStatistical Libraries
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Develop large-scale, high-impact analytical and data science products
- Understand and derive insights from structured and unstructured data using scientific methods, processes, algorithms, and systems
- Build metaheuristic algorithms to derive optimal data insights
- Develop multi-level forecasting algorithms to predict user trends
- Implement end-to-end data science products
- Work closely with U.S. colleagues and other partners to improve technology and processes and develop innovative ideas
Requirements
What you’ll need- 3+ years of work experience required
- University degree preferred
- Extensive knowledge and experience of data and machine learning algorithms, including Decision Trees, SVM, GBMs, Topic Modelling, and Regression
- Knowledge of deep learning algorithms, including CNN, RNN, and LSTMs
- Experience with statistical libraries such as TensorFlow, Keras, and PyTorch
- Hands-on experience with user profiling, optimization, pattern mining/detection, classification/regression modelling, recommender systems, and deep learning models
- Experience in cloud engineering with AWS
- Knowledge of data preprocessing, predictive modeling, programming, and statistics
Benefits
Comp & perks- Collaborative in-office environment
- Meaningful learning experiences and development pathways
- Future-focused skills and AI tools
- Equal employment opportunity
- Accessibility support for the online application process
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Data AnalysisMachine LearningMetaheuristic AlgorithmsForecasting AlgorithmsUser ProfilingOptimizationPattern MiningClassification ModellingRegression ModellingRecommender Systems
Tools & Technologies
TensorFlowKerasPyTorchAWS
Industry Keywords
Structured DataUnstructured DataPredictive ModelingData PreprocessingStatistical Analysis