Note: The job is a remote job and is open to candidates in USA. BeaconMedaes is a part of Edwards, a leading developer and manufacturer of sophisticated vacuum products. They are seeking a Data Scientist to build and improve machine-learning driven predictive models to help customers anticipate vacuum asset failures.
Responsibilities
- Build ML-based tooling that turns large training datasets into highly accurate, generic predictive models that can be applied on Day 1 of a customer engagement
- Design and iterate model training processes, and help transition them into automated, production-grade pipelines (including retraining and re-tuning as new data arrives)
- Partner with Data Engineers, DevOps, and domain experts to shape datasets, features, evaluation approaches, and deployment patterns
- Communicate insights and recommendations clearly to stakeholders, choosing the right medium for the audience (technical deep-dives, storytelling, dashboards, presentations)
- Participate in design sessions and code peer reviews, contributing to shared standards and best practices
- Stay current with state-of-the-art data science methods and tooling, building internal/external peer networks to accelerate learning for yourself and the team
Skills
- 5+ years of experience, working as a Data Scientist (or in a closely related role) building machine-learning models from real-world data
- Degree (or equivalent experience) in Computer Science, Engineering, Physical Sciences, or another mathematics-based discipline
- Strong hands-on experience with mainstream analytics/programming languages (e.g., Python, R, MATLAB, Scala)
- Proven ability to develop, evaluate, and iterate predictive models using large datasets and sound statistical/ML methods
- Comfortable building production-minded code: version control (e.g., Git/SVN), reproducibility, and collaborative development
- Experience with cloud and scalable computing environments; containers and automated deployment are a plus
- Excellent written and spoken English
- Additional European or Asian language skills are beneficial
Benefits
- Culture of trust and accountability
- Lifelong learning and career growth
- Innovation powered by people
- Comprehensive compensation and benefits
- Health and well-being
Company Overview