
Advanced Machine Learning Solutions Developer
4 days ago
We are currently modernizing our demand forecasting capabilities through an enterprise-grade machine learning platform. Our goal is to design and operationalize advanced forecasting solutions at scale.
This role blends hands-on machine learning with solid software engineering practices to deliver robust, scalable, and transparent forecasting capabilities.
- Design, build, and deploy production-grade forecasting models using state-of-the-art techniques.
- Develop end-to-end machine learning pipelines for data ingestion, feature engineering, model training, and deployment.
- Build probabilistic models to quantify forecast uncertainty and make informed business decisions.
- Write clean, modular, object-oriented code following industry best practices.
- Implement MLOps best practices including model versioning, monitoring, and continuous integration/continuous deployment (CI/CD).
- Work with distributed training frameworks for scalable model development and large-scale data processing.
- Collaborate with cross-functional teams to align solutions with business needs and objectives.
To be successful in this role, you will need:
- 3–6 years of relevant experience in Data Science / ML Engineering.
- Strong proficiency in Python and core libraries such as pandas, numpy, scikit-learn.
- Hands-on experience with deep learning frameworks (preferably PyTorch).
- Experience with distributed training and large-scale datasets.
- Proven ability to build scalable, production-grade ML pipelines.
- Familiarity with MLOps practices (CI/CD, monitoring, retraining pipelines).
- Solid understanding of statistical modeling, regression, and time series analysis.
- Experience working in cloud environments (Databricks, AWS, GCP).
- Strong software engineering skills with a focus on clean, modular, object-oriented code.
- Excellent problem-solving, communication, and collaboration skills.
In addition to a competitive salary, we offer:
- A collaborative and dynamic work environment.
- Opportunities for professional growth and development.
- A comprehensive benefits package.
- A generous PTO policy.
This is an exciting opportunity to join our team and contribute to the development of cutting-edge machine learning solutions.
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