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Senior Data Scientist, Cloud Analytics - Redwood City

Company: Informatica
Location: Redwood City
Posted on: June 14, 2018

Job Description:

Our CompanyInformatica is the only Enterprise Cloud Data Management leader that accelerates data-driven digital transformation. Informatica enables companies to unleash the power of data to become more agile, realize new growth opportunities, lead to new inventions resulting in intelligent market disruptions. With over 7,000 customers worldwide, Informatica is the trusted leader in Enterprise Cloud Data Management.Our TeamThe Cloud Data Management organization within Informatica delivers platform as a service for Integration, Data Governance, Data Quality, Master Data Management, and Data Security.The Cloud Analytics team, within the organization is in need of a Senior Data Scientist to join our team. You will drive analytics, reporting, modeling, and tuning of rules and machine learning models in our cloud analytics capabilities both for internal and customer use. You will be involved in all facets of cloud analytics needs including infrastructure usage analytics, service usage analytics, user behavioral analytics, and the entire customer journey for our various business functions. You will also be involved in analytics to help our customers gain more value from our offerings, perform planning, forecasting, diagnostics, improve productivity, ease of use, and input to the companys investment decisions. You will regularly evaluate alternate models via experimentation and testing.In addition to working hands on with reporting tools, database models, data collection, modeling, and analytics approaches, this role will also be responsible for interpreting data and telling impactful stories with data. The position will participate in a wide variety of analytics efforts and be working with a variety of data sources and their corresponding owners to enable the product team, other business functions, and key executive stakeholders across the company to make data-driven business decisions. Vital to this role is the ability to partner, collaborate, iterate and guide the business users in the interpretation of trends, anomalies and areas of concern.Also foundational to the role will be the ability to gather and evaluate requirements, ensure quality data structures, use proper statistical analyses and implement visualization best practices through Tableau or Microstrategy, establishing foundational processes for the automation of updates.This is the perfect opportunity for to spearhead and grow this discipline within the Cloud product team.Your Responsibilities:
As part of the Cloud Data Management organization, you will work closely with the Cloud Analytics product managers, each Cloud offering product manager, and the cross-functional operations, marketing, customer success, Architects, R&D, and the CloudTrust team to understand the business requirements and translate that into analytical results. You will also be working closely with the IT and R&D teams to drive the implementation of requirements:
Collaborate with product management, R&D, marketing, operations, finance, customer success functions to understand company needs and devise possible solutionsCreate interactive dashboards and visualizations to bring easily understandable results that can be easily interpreted by business and executive level stakeholders to make decisionsMine and analyze data from company databases to drive optimization and improvement of product development, marketing, finance, renewals, customer support, and the entire customer journey.Assess the effectiveness and accuracy of new data sources and data gathering techniques.Keep up-to-date with latest data mining and analytics trendsCommunicate results and ideas to key decision makersImplement new statistical or other mathematical methodologies as needed for specific models or analysisCreate functional and technical documentation related to Business Intelligence solutions and corresponding processesOptimize joint development efforts through appropriate database use and analytics designYour Qualifications:
Bachelors Degree in Computer Science, Statistics, Applied Math or related fieldMinimum of 5 years experience of practical experience with SAS, ETL, business intelligence, data processing, database programming, statistical analysis, data analytics and mining.Intermediate to advanced knowledge of SQLKnowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.Knowledge and experience in statistical and data mining techniques:
GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.Able to understand various data structures and common methods in data transformationExcellent pattern recognition and predictive modeling skillsExperience with programming languages such as Java, C, C++, Python, R, SQLExperience using web services:
Redshift, S3, SparkExperience analyzing data from 3rd party providers:
Google Analytics, MixPanel, Facebook Insights, etc.Experience with big data computing solutions:
Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.Experience visualizing/presenting data for stakeholders using:
Microstrategy, Tableau, D3, ggplot, Grafana, etc.Very strong written and oral communications along with presentation, negotiating and interpersonal skillsHighly self-motivated to deliver both independently and with strong team collaborationExceptional analytical, conceptual, and problem-solving abilitiesAbility to creatively take on new challenges and work outside comfort zone Associated topics:
artificial intelligence, c++, c c++, computer science, informatic, machine learning, programming, radar, robotics, schematic

Keywords: Informatica, San Francisco, Senior Data Scientist, Cloud Analytics - Redwood City, Accounting, Auditing, Redwood City, California

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