AI Industry Research Consultant
il y a 7 jours
Schneider Electric's purpose is to empower all to make the most of our energy and resources, bridging progress and sustainability for all. At Schneider, we call this Life Is On.
We are driving digital transformation by integrating the most advanced energy and automation technologies. We connect products, control platforms, software and services throughout the lifecycle of our customers' activities to the cloud for integrated management of residential housing, commercial buildings, data centers, infrastructures and industries.
Artificial intelligence has the potential to transform industries and help unlock efficiency and sustainability. You' re interested in solving real world problems with AI? Join our AI Hub to create a sustainable, digitized, new electric future.
We combine our long-standing manufacturing and domain expertise with cutting-edge innovation in AI, machine learning, and deep learning to empower smarter decision-making, agility, and decarbonization.
The AI Industry Researcher will be working with the New Value Streams team to identify, evaluate and develop advanced Analytical, Machine Learning and AI Solutions for Schneider Electric's AI HUB and its clients. The time horizon for the Research team is forward focussed between 12 and 36 months. The core challenges will be to find creative solutions for upcoming Client Challenges by leveraging the Schneider DNA, experimental technologies from the AI/ML methodologies and the wealth of existing methodologies from the AI/ML World.
Responsibilities :
Take ownership for an entire project workstream or work with your colleagues jointly on a bigger project. Provide AI Resarch Services to Schneider Electric Clients and PartnersDevelop Next Generation AI and Data Products together with Schneider Electric Clients and PartnersSuccessfully develop, conceptualize and test various statistical, AI and machine learning solutions to solve the future challengesIntegrate the outcomes into the existing Schneider EcoStruxure Landscape to elevate Schneider Electric's ability to create value for clients in areas and through means not immediately apparent to clientsResearches, develops and maintains machine learning and statistical models for business requirementsPartners with lines of business to translate business analytic problems into technical solutions and actionable recommendations across the organizationWork across the spectrum of statistical modelling including supervised, unsupervised, & deep learning techniques to apply the right level of solution to the right problemBuild frameworks leveraging APIs to industrialize AI models across the organizationCoordinate with different functional teams to monitor outcomes and refine/ improve the machine learning modelsBuild frameworks leveraging APIs to industrialize AI models across the organizationCollaborate with data and software engineers to enable deployment of models that will scale across the company's ecosystemAdhere to stringent quality assurance and documentation standards using version control and code repositories (e.g., Git, GitHub, Markdown)AI Industry Researchers in Data and AI projects following state-of-the-art approaches for project execution from adapting existing assets to Analytics use cases, exploring third-party and open source solutions for speed to execution and for specific use cases, and engaging in fundamental research to develop novel solutions.
Basic Qualifications:
Masters or Ph.D. (Computer Science, Statistics, Engineering, Physics, Mathematics, Economics)Minimum 3 years of Data Science experience for Ph.D. candidates and 5 years for master's candidatesMinimum 3 years of work experience in relevant domains (Energy, Oil & Gas, Chemicals, Natural Resources, Mining & Metals, Utilities or Power) – with hands on experience handling data driven decisionsMinimum 3 years of experience in at least one of the following – Supervised and Unsupervised Learning, Classification Models, Cluster Analysis, Neural Networks, Non-parametric Methods, Multivariate Statistics, Reliability Models, Markov Models, Stochastic models, Bayesian Models, Deep Learning, Genetic Algorithms, Fuzzy Logic, Inference SystemsMinimum of 3 years of experience in various statistical and machine learning models, data mining, unstructured data analytics in corporate or academic research environmentsMinimum of 3 years of experience in consulting or relevant client facing engagementsMinimum 3 years of experience in statistical software - Python, R, Octave, TensorFlow, Caffe or Theano)Minimum 3 years of programming experience (Python, R or similar)Preferred Qualifications:
AI and Data Research field experienceFamiliarity with relational databases and intermediate level knowledge of SQL Ability to think creatively to solve real world business problemsAbility to work in a global collaborative team environmentExperience leading or collaborating with a team of data scientists in developing and delivering machine learning models that work in a production settingKnowledge of UNIX or Linux environmentsExperience working with large data sets and tools like MapReduce, Hadoop, Hive, etc.Experience working with large data streaming technologies like Spark, Flink, etc.Familiarity with relational databases and intermediate level knowledge of SQLProficient verbal and written communication skills in English
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