Job Summary
Job description
Overview of job
Key Responsibilities:
- Develop, test, and deploy machine learning models to solve business challenges, including forecasting and optimization tasks.
- Work with AWS cloud infrastructure to build scalable data pipelines and deploy ML models.
- Analyze datasets to extract actionable insights and support decision-making.
- Communicate findings effectively to U.S.-based stakeholders in verbal and written English.
Benefits:
- Competitive salary ranging from $1,000 to $2,000 per month, based on experience and qualifications.
- Quarterly performance bonuses tied to individual and team achievements.
- Extended health insurance package.
- Opportunities for professional growth and career development in a fast-paced and innovative environment.
- Collaborative and dynamic team culture, where creativity and innovation are encouraged.
- Hands-on experience with real-world business problems and practical solutions in the retail and logistics industries.
- Encouragement of innovation, with the freedom to bring new ideas, challenge the status quo, and help shape the direction of the company’s data strategies.
- Flexible working hours and the ability to work in a remote-first environment, allowing you to balance personal and professional commitments effectively.
- Team-building events and activities, fostering a fun and inclusive company culture.
Job Requirement
Requirements:
- Minimum 2 years of experience in data science, machine learning, or a related field.
- Hands-on experience with AWS (e.g., Sagemaker, Lambda, S3, EC2, etc.) for model development and deployment.
- Proficiency in probability and statistics with demonstrated applications in business contexts.
- Strong programming skills in Python (e.g., Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, etc.).
- English communication skills (verbal and written) for effective collaboration with U.S.-based users.
- Open to remote work within the PST timezone or a hybrid model (onsite at VNT + remote PST).
Bonus Skills (Preferred but Not Required):
- Experience in e-commerce and logistics domains.
- Familiarity with optimization techniques (e.g., graph algorithm) for routing/path-finding problems.
- Knowledge of time-series analysis and forecasting methods (e.g., ARIMA, or deep learning-based approaches).
Languages
-
English
Speaking: Intermediate - Reading: Intermediate - Writing: Intermediate
Technical Skill
- Python
- AWS
- Machine Learning
- Algorithm
- Statistics
- AWS Lambda
- Amazon S3
- Pandas
- Amazon EC2
- Ecommerce
- Tensorflow
- Deep Learning
- scikit-learn
- PyTorch
- Numpy
- Amazon Sagemaker
COMPETENCES
- Communication Skills
- Teamwork
- Analytic Skills
BUSINESS PROFILE
R1 Concepts is a major E-commerce company in the US.
We are building a system of product management, order management, sales website in an automated, fast, efficient way, meeting a large number of users. In addition, we have also built a system to allow products to be put on large marketplaces (Amazon, eBay, etc.). automatically and effectively.