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Hiring: senior Data Scientist, Ph.D/Masters

Company: OnwardPath Technology Solutions LLC
Location: Orange
Posted on: October 14, 2020

Job Description:

Hiring senior Data Scientist, Ph.DMasters in economics, statistics, physics, math, or another quantitative field Senior Data Scientist Location -Costa Mesa, CA Duration 1 Year Ph.D. in economics, statistics, physics, math, or another quantitative field is must. RESPONSIBILITIES bull Partner with various departments (e.g. Product, Engineering, etc.) to frame problems, both mathematically and within the business context bull Partner with Product and Engineering teams to bring models to production bull Debug Maintain, Tune, and Improve model behavior and performance with live data. bull Oversee and facilitate the training of a range of Machine Learning models, bull Evaluate the quality of the trained models, using existing and new measures bull Report on the current and historical state of our modelsrsquo performance, along with issues and progress, bull Incident resolution Low accuracy troubleshooting, mis-categorization issue analysis bull Maintenance and improvement of the existing model development pipeline bull Produce ad-hoc analysisinvestigations on the modelling pipeline bull Document parts of the modelingtesting process bull Support development, enhancement and maintenance of training datasets ABOUT YOU bull At least 1 year on the job experience with Text Analytics and NLP (natural language processing) techniques and sparse data bull Advanced degree in economics, statistics, physics, math, or another quantitative field bull Strong grasp of probability, statistical inference, optimization algorithms, linear algebra, and calculus. bull Understanding of how and when to apply different Machine Learning algorithms bull Ability to write production-level code in Python, as well as proficiency with SQL bull Strong grasp of Pandas, NumPy, SciPy and Scikit-Learn Python packages, as well as other analytics packages in Python, or Spark bull Demonstrable analytical and problem-solving abilities, coupled with an enquiring mind and the ability to learn quickly bull Experience or familiarity designing and running both simulated and live experiments (AB and multivariate tests) to drive KPI improvement bull Experience or familiarity building supervised and unsupervised models using statistical or machine learning approaches bull Ability to creatively problem-solve, and to thrive in a highly collaborative, multidisciplinary environment bull Measure and optimize products and business processes to identify opportunities, assess risk potentials and explain trends to drive audience and revenue growth bull Holistic and end to end approach to data, including querying, aggregation, deep analysis, visualization and models communicate and present findingsactionable insights to audiences at varying levels of technical sophistication bull Assist in data requirements gathering and data validations to improve data platforms bull Flexible and adaptable to learn and understand new technologies bull Strong business acumen with ability to clearly articulate research goals and results to technical and business audiences bull Efficiently manage hisher own project queue and develop streamlined workflows BONUS POINTS FOR bull Prior professional experience in the financial industry bull Ph.D. in economics, statistics, physics, math, or another quantitative field bull Ability to initiate and drive projects from ideation to implementation bull Prior professional experience building deep-learning models and familiarity with the popular frameworks (TensorFlow or PyTorch is a huge bonus) bull Experience with deep learning and other advanced modeling approaches to extract and automate insights from data bull Understanding of current trends in machine learning interpretability and transparency Thanks regardshellip Uday Raj OnwardPath Technology Solutions 2701 Larsen Rd, Green Bay, WI 54303 Ph Email Web www.onwardpath.com httpwww.onwardpath.com

Keywords: OnwardPath Technology Solutions LLC, Orange , Hiring: senior Data Scientist, Ph.D/Masters, Other , Orange, California

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