IBM jobs - Product Manager Analytics

Product Manager Analytics

IBM
experience 0 to 3 Years
salary Salary not disclosed
qualification
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Posted: 3 Years ago
Views: 1
Applications: 1
Openings: 1

Job Description

Introduction
Software Developers at IBM are the backbone of our strategic initiatives to design, code, test, and provide industry-leading solutions that make the world run today - planes and trains take off on time, bank transactions complete in the blink of an eye and the world remains safe because of the work our software developers do. Whether you are working on projects internally or for a client, software development is critical to the success of IBM and our clients worldwide. At IBM, you will use the latest software development tools, techniques and approaches and work with leading minds in the industry to build solutions you can be proud of.

Your Role and Responsibilities
As a Data Scientist, you will be part of our growing team of data scientists and experts. You will be responsible for expanding and optimizing our data models, prediction algorithms correlation algorithms as well as text analytics models. You will support our software developers, data engineers on building and enhancing models. You must be self- directed and comfortable supporting the data needs of multiple teams, systems and products. The right candidate will be excited by the prospect of optimizing or even re- designing our real time anomaly detection, correlation and forecasting models. You will be working on as a Data Scientist. The solutions developed by you would be highly scalable leveraging that needs to be run in Kubernetes Container environment.

Responsibilities

Some of the Solutions we work involve the following
  • Real time anomaly detection solutions that proactively identify service impacting incidents and prevent system downtimes. This is done by leveraging an ensemble of Deep learning and LSTM models.
  • Natural Language Processing for entity, topic clusters and relationship extraction
  • Text Analytics in human generated tickets and correlation with event tickets for event noise reduction . Apply Natural Language Classification and RNN algorithms to automatically route tickets
  • Log Analysis - Text mining, message clustering / templatization, Logs to metrics, anomaly detection, event annotation and sequencing
  • Learn Log Message Sequence for each mainframe batch job and Identify Anomalies during job runs using sequence mining techniques and provide early warning / alerts
  • Cloud Migration - Patterns-based discovery optimization: Identify potential business application boundaries using algorithmic approach from Cloudscape data.
  • Wave planner: Employ goal-based reasoning from AI planning capabilities for Server affinity, cost, time, black-out windows, etc. To power the above use cases, we have a Big Data system that can handle 2-3 TB of data daily and we manage a data lake that is 15 PB in size.

Required Technical and Professional Expertise
  • Degree in Statistics, Mathematics, Computer Science or another quantitative field with 4 to 6 years of experience in manipulating data sets and building statistical models
  • Experience in using statistical computer languages (R, Python, SQL, etc.) to manipulate data and draw insights from large data sets
  • Experience in creating and using advanced machine learning algorithms and statistics such as regression, simulation, scenario analysis, modelling, clustering, decision trees, neural networks, etc.
  • Experience in visualizing or presenting data for stakeholders using Excel, PowerBI, Tableau etc.
  • Experience with distributed data or computing tools such as Hive, Spark, MySQL, etc
  • Experience creating and using advanced machine learning algorithms and statistics:
    regression, simulation, scenario analysis, modelling, clustering, decision trees, etc.
  • Strong knowledge of Java or Python and general software development skills
    (source code management, debugging, testing, deployment, etc.)

Preferred Technical And Professional Expertise
  • Bachelor’s degree in Computer Science, Mathematics, Physics, Computational Linguistics, or related field
  • Experience with open-source distributed data processing frameworks, such as Spark
  • Experience working in a Linux environment
  • Experience working on a development team building product
  • Experience with presenting complex data science processes/information to non-data scientists
  • Experience with Information Retrieval and relevant tools such as Lucene, Elasticsearch, Solr
  • Experience with conducting projects from requirements generation, annotation, and modelling, through NLP output deliverables and management of internal/external clients
  • Prioritization skills; ability to manage ad-hoc requests in parallel with ongoing projects

About Business Unit

At Global Technology Services (GTS),we help our clients envision the future by offering end-to-end IT and technology support services, supported by an unmatched global delivery network. It's a unique blend of bold new ideas and client-first thinking. If you can restlessly reinvent yourself and solve problems in new ways, work on both technology and business projects, and ask, 'What else is possible?' GTS is the place for you!

Your Life @ IBM
What matters to you when you’re looking for your next career challenge?

Maybe you want to get involved in work that really changes the world? What about somewhere with incredible and diverse career and development opportunities – where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust – where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible.

Impact. Inclusion. Infinite Experiences. Do your best work ever.

About IBM

IBM’s greatest invention is the IBMer. We believe that progress is made through progressive thinking, progressive leadership, progressive policy and progressive action. IBMers believe that the application of intelligence, reason and science can improve business, society and the human condition. Restlessly reinventing since 1911, we are the largest technology and consulting employer in the world, with more than 380,000 IBMers serving clients in 170 countries.

Location Statement
For additional information about location requirements, please discuss with the recruiter following submission of your application.

Being You @ IBM
IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.


Job Particulars

Role Others
Who can applyFreshers and Experienced (0 to 3 Years )
Hiring Process Face to Face Interview
Employment TypeFull Time
Job Id381054
Job Category Others
StateMaharashtra
Country India

About Company

IBM
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