Lead Data Scientist - Neural Networks & Statistical Modeling (3-12 Yrs) Bangalore (Analytics & Data Science)

Lead Data Scientist - Neural Networks & Statistical Modeling (3-12 Yrs) Bangalore (Analytics & Data Science)
Company:

The Modern Dimension


Lead Data Scientist - Neural Networks & Statistical Modeling (3-12 Yrs) Bangalore (Analytics & Data Science)

Details of the offer

Your Opportunity : As a Staff Data Scientist, you will have the opportunity to : - Apply and/or develop statistical modeling techniques (such as deep nueral networks and Bayesian models), optimization methods and other ML techniques. - Develop efficient and scalable models at Company scale. - Collaborate with counterparts in business, engineering and science to find impactful solutions to business problems. - Define and/or own the model goodness metrics and track the business impact over time. - Present recommendations from complex analysis to business partners in clear and actionable form, influencing the future plans. Your Responsibility : - Manage the continuous improvement of data science and machine learning by following industry best practices and staying up-to-date with and extending the state-of-the-art in Machine Learning Research. - Integrate data science solutions into current business processes. - Develop and recommend process standards and best practices in Machine Learning as applicable to the retail industry. - Mentor peers and junior members and handle multiple projects at the same time. - Consult with business stakeholders across stores and eCommerce businesses regarding algorithm-based recommendations and be a thought-leader to develop these into business actions. - Engage and partner with universities, institutes and vendor partners to bring in ideas and innovation into the lab's environment. - Peer review and publish work in top tier ML/AI conferences such as NIPS, ICML, AAAI and COLT - Participate and speak at various external forums such as research conferences and technical summits. - Promote and support company policies, procedures, mission, values, and standards of ethics and integrity Your Qualifications : - PhD/Doctor of Philosophy with > 3 years of relevant experience. - Experience in analyzing complex problems and translating them to data science algorithms with due attention to computational efficiency and testing at scale. - Expertise in machine learning supervised and unsupervised : Forecasting, Classification, Data/Text Mining, NLP, Decision Trees, Adaptive Decision Algorithms, Random Forest, Search Algorithms, Neural Networks, Deep Learning Algorithms and Reinforcement Learning - Experience in statistical learning: Predictive & Prescriptive Analytics, Web Analytics, Parametric and Non-parametric models, Regression, Time Series, Dynamic / Causal Model, Statistical Learning, Guided Decisions, Topic Modeling - Experience working with big data - identifying trends, patterns, and outliers in large volumes of data. - Experience in leading Junior Data Scientists on approach and results. - Experience with Python and one Object Oriented Programming Language. - Worked with at least one mainstream machine learning framework such as caffe, convNet, Tensor Flow and Torch - Experience with SQL, relational databases and data warehouse - Experience with big data platforms - Hadoop(Hive, Pig, Map Reduce, HQL) / Spark / H20 - Domain Knowledge : Merchandising Divisions in Retail. Additional Preferred Qualifications : - Expertise in Reinforcement Learning and Deep RL. - Experience with Google Cloud Platform or equivalent. - Experience with GPU/CUDA for computational efficiency Our Ideal Candidate : - You are a technically strong and high performing individual with excellent communication skills, proven research skills and strong customer focus. - You stay updated with latest research and technology ideas, and have a passion to utilize innovative ways to solve problems. - You have published in top peer-reviewed international journals and conferences in Machine Learning such as ICML, NIPS, AAAI and COLT. - You are a good story-teller and able to simply articulate the intricacies of your models as well as explain your results clearly to stakeholders. - You have industry knowledge of the retail space, with keen interest in keeping up to date on the latest happenings in this space. (ref:hirist.com)


Source: Adzuna_Ppc


Area:

Requirements


Knowledges:

  • Python

Hr operations analyst | fortune 500 cpg firm | 5-6 years

About the Job A great opportunity for an HR Operations Analyst to join the team leading digital innovation at a Fortune 500 company. This company is a leading...


From Fortune 500 Cpg Firm - Andhra Pradesh

Published 24 days ago

Software automation tester

Juntrax is looking for a Software Automation Tester who can assist in testing office management product for SMEs. Support software quality assurance by...


From Juntrax Solutions - Karnataka

Published 24 days ago

Full stack developer- reactjs

The ideal candidate is a detail-oriented team player with a good attitude to work well in a fast-paced environment. As part of our team, you will be working on...


From Juntrax Solutions - Karnataka

Published 24 days ago

Technical lead

Juntrax is a global integrated office management platform for SMEs. What we are looking for : Someone who has led a team of developers in a product-centric...


From Juntrax Solutions - Karnataka

Published 24 days ago