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About
Location: Boston, MA (Remote Till Covid) Duration: 12+ month The Expertise You Have:
Preferred Master’s Degree in Engineering, Computer Science, Mathematics, Computational Statistics, Operations Research, Machine Learning or related technical fields. Advanced knowledge in model evaluation, tuning and performance, operationalization and scalability of scientific techniques and establishing decision strategies. Hands on experience developing supervised and unsupervised machine learning algorithms (regression, decision trees/random forest, neural networks, feature selection/reduction, clustering, parameter tuning, etc.). Familiarity with reinforcement learning is highly desirable. Experience in evaluating and making decisions around the use of new or existing tools for a project. Experience in projects involving large scale-multi dimensional databases, complex business infrastructure, and cross-functional teams. Three to five successfully launched ML projects would be ideal. Programming skills in Python, Spark, Scala, R, SQL, or MatLab Experience in the financial domain and familiarity with financial models are highly desirable The Skills You Bring:
Ability to partner closely with a diverse set of business partners to identify needs and deliver solutions Ability to gather and analyze large amounts of information expeditiously. Develop compelling and insightful recommendations to inform strategi research decisions by leaders and teams. Ability to improve the diversity of thought of the broader AI team through your background and/or experience Proven expertise synthesizing and presenting research/technical findings to diverse audiences Your solid skills in algorithm development and predictive modeling Your deep knowledge of some combination of the following: Natural Language Processing (NLP) Deep Learning, Neural Networks Reinforcement Learning Real Time Event Detection and Scoring Multivariate Statistics Time series analysis, Econometrics Robotic Process Automation Cloud ML Your Personality:
Sound discernment and a strategic mentality vis-à-vis the broader context of your research Thrives in a fast-paced, agile business environment Leads execution against recommendations quickly and accurately. Prioritizes pace over perfection and is comfortable in the face of changing circumstances and business priorities Excited by complex and high-impact AI research questions Approaches every project with passion, conscientiousness, and inclusiveness Intellectually curious and open to new experiences, challenging the status quo Has fun at work and brings joy to the team with a positive attitude and humor! Enjoys teaching, mentoring, and building relationships with partners across the organization.
Languages
- English
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