Junior Machine Learning Scientist
Job description
Junior Machine Learning Scientist
- (3236541)
Develop, optimize and train machine learning models to improve patient care and provide efficiency gains in the clinical workflow.
- Effectively communicate with shareholders of a project
- Publish interesting and novel results in both machine learning and clinical communities.
- Develop tooling to facilitate model development in a healthcare setting.
- Use the Partners HealthCare values to govern decisions, actions and behaviors. These values guide how we get our work done: Patients, Affordability, Accountability & Service Commitment, Decisiveness, Innovation & Thoughtful Risk; and how we treat each other: Diversity & Inclusion,
Integrity & Respect, Learning, Continuous Improvement & Personal Growth, Teamwork & Collaboration
Strong sense of urgency and proactiveness
- Ability to function effectively and independently in a fast-paced environment, organize and prioritize work independently, and meet tight deadlines
- Self-motivated, with an entrepreneurial mindset and ability to learn quickly
- Strong analytical, planning, organization and time management skills with a high attention to detail
- Excellent interpersonal skills to effectively communicate with technical teams, cross-functional teams, and staff at all levels of the organization including both technical and non-technical personnel
- Ability to relate to and gain insights from product end users
- Excellent and succinct written and oral communication skills
- Ability to effectively conduct meetings and lead and facilitate large working sessions with all levels of staff and across various stakeholder groups
- Strong decision making skills, with the ability to negotiate/balance decisions and priorities across functions; comfort making hard decisions with incomplete data and in a timely manner
- Demonstrates strong evidence of algorithmic and structured thinking, and intuition for logic, pattern matching, what-if analysis, problem decomposition. and synthesis
- Demonstrates ability to organize and incorporate complex systems requirements into product features and prioritize features effectively
- Strong background in machine learning
- Capable to quickly learn new knowledge (new algorithms, architectures, models and optimizations etc)
- Capable to code in Python or another programming language (with a willingness to learn Python)
- Highly comfortable with traditional machine learning algorithms (e.g., SVM, boosting, bagging, etc.)
- Comfortable working independently and defining measurable, achievable goals
- Interest in developing machine learning models in a research and commercial setting
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