Machine Learning Engineer

Infinite Computer Solutions (ICS)
Infinite Computer Solutions (ICS)

Job Overview

Job Title AIML Engineer Duration Long term contract Location Irving, TX Job Description (26674) Description Responsible for developing strategies for effective data analysis and reporting. Selects, configures, and implements analytical solutions. Develops and implements data analytics, data collection systems, and other strategies that optimize statistical efficiency and quality. Identifies, analyzes, and interprets trends or patterns in complex data sets. Manages computer systems in a business environment and responsible for resolving technical issues. Knowledgeable in programming, data structures, computer systems, and software engineering. Bachelor’s or Master’s degree in computer science, software engineering, or other related field. Ability to manage multiple assignments. Superior written and oral communication skills. 6-12+ years of experience. Requirement – Strong Background in Predictive Analytics, Machine Learning, Consulting Reporting and Business Development – Worked on various modelling techniques like Linear Regression, Logistic Regression (Binomial and Multi-Class), Robust Regression, DBSCAN, Text Analytics (NLP), 3 Dimensional Tensor Factorization, Time-Series Analysis, Clustering, Holt-Winterrsquos Forecasting Technique, Decision Tree Analysis, Boosted Decision Tree Analysis, CNNrsquos like Resnet, Inception etc. – Has an overall experience of 6- 12 years and worked on wide array of domains such as Telecom, Networking, Healthcare (Payer Provider) , Pharmaceuticals and Supply Chain – Experience on data manipulation and various statistical techniques and tools such as SAS – Proven understanding and related experience with Hadoop, HBase, Hive, Pig, Sqoop, Flume, Hbase, MapReduce, Apache Spark as well as Unix OS Core Java programming, Scala, shell scripting experience. – Solid experience in writing SQL, stored procedures, query performance tuning preferably on Oracle 12c. Responsibilities Development of the System of Insights platform – Analysed various data sources like online, call center, chat, notifications, network, social media, sales etc. to create a unified view which helps in generating multiple propensity scores – Determine factors and predict the possibility of customer repeat visit to the store to create a logistic regression to determine the important factors and predict the possible time frame in which a customer would revisit – Root Cause Analysis of Network Logs – Design the algorithm to generate Log Templates from normal Log Messages Optimized the Template generation process through use of SCALA, SPARK cluster to process logs faster. – Design a Tensor Factorization algorithm in R to optimize the log template patterns existing in the network logs – Design of new Algorithm in R to handle 3 Dimensional Network Data – Design and Develop Customized Multistage Control Charts in R Defined and developed the metrics to calculate success rates across various channels available for each individual – Identify channel and influence of other factors like activities on the success and failure of the self-service – Develop a predictive model to determine the Diagnosis, Demographic and lifestyle factors. – Anomaly Detection using Analytics – Define and develop key criteria for detecting anomalies in the data Statistical modeling to predict the degree of accuracy of the data – Forecast the sales for various products across various locations for the client EDUCATIONCERTIFICATIONS Bachelor’sMasters in Computer Engineering or Information Technology Hadoop and AIML Certification is added advantage

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