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Data Scientist

Montreal, Quebec  - Permanent



Job Description

Our client are one of the first networks devoted to helping B2B enterprise. Their first-of-its-kind Sales Analytics platform combines a proprietary, self-learning network with applications that is ready to use, data backed, and built on predictive analyses.

We are looking for a data scientist for our first-of-its-kind sales analytics platform, which combines a proprietary, active-learning network with applications that are ready to use, data backed, and built on predictive analyses.

Our ideal candidate will have a strong computational background (complimented by Statistics/Math/Algorithmic expertise), a healthy portfolio of dealing with Big Data, a passion for empirical research, a solid understanding of machine learning algorithms, and will absolutely love finding meaning in multiple imperfect, mixed, varied, and inconsistent data sets.


Must Have Skills:

•MS or PhD in quantitative disciplines (e.g. computer science, mathematics, physics, statistics, operations research)
•6+ years of relevant work experience (e.g. data scientist/machine learning scientist) including deep expertise and experience with data analysis such as linear models, multivariate analysis, stochastic models, sampling methods
•Applied experience with machine learning on large datasets
•Experience using Bayesian analyses numerical optimization, graph analysis and reinforcement learning solving marketing science or similar problems
•Technical competence to perform advanced analytics: coding skills (Scala, Python) and analytics tools experience such as Spark, Pandas,SQL
•Experience with deep learning methods such as CNN, RNN, LSTMs
•Familiarity with Bayesian Multi-Armed Bandit Tests
•Experience articulating business questions and using mathematical techniques to arrive at an answer using available data
•Experience translating analysis results into business recommendations
•Demonstrated effective written and verbal communication skills
•Demonstrated willingness to both teach others and learn new techniques
•Ability to work independently but have great collaboration skills
•Believe in what you do and feel a vested interest in the company’s success


Details:
Starting: ASAP
Travel: 15%
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