Principal Product Developer - India (Data scientist)

Basic Information

Country:

India

State:

Maharashtra

City:

IND Pune - Business Bay

Date published:

11-Aug-2020

Job ID:

27988

Travel Amount:

up to 10%

Description and Requirements

From core to cloud to edge, BMC delivers the software and services that enable over 10,000 global customers, including 84% of the Forbes Global 100, to thrive in their ongoing evolution to an Autonomous Digital Enterprise.
Our SaaS-based platform, Autonomous Digital Enterprise ingests huge amount of data collected from the customers’ IT environments. Imagine a Data Lake to store both structured and unstructured data. On this data we apply various machine learning and AI based algorithms to find actionable insights in near real-time. In addition to this our AIOps uses advanced analytics and machine learning techniques to make predictions about unknown future outages/degradations in an IT environment. Helix Monitor is built around industry leading technologies and we are now expanding our advanced AI/ML capabilities to deliver over and above the industry demands

BU Description/Position Description:
The ideal candidate will be actively involved in running analytical experiments in a methodical
manner, and will regularly evaluate alternate models via theoretical approaches. This is the
perfect opportunity for the successful candidate to become a part of an innovative and energetic
team that develops data analytics solutions which will influence both our products and clients.
Participates in module design with focus paid to the production of high quality, portable,
maintainable and BMC standards compliant software; Provides design and requirement inputs to
product architect in support of aforementioned goals

A team member who is passionate about quality and demonstrate creativity and innovation in
enhancing the product, with excellent problem solving, debugging, analytical and communication
skills. Ability to quickly learn new languages and technologies as required for a successful project
delivery. Works on complex problems where analysis of situations or data requires an in-depth evaluation of various factors. Critiques the initial problem analysis and ensures that all documentation necessary for problem resolution is available in a timely manner.
Reviews and monitors the problem status data to ensure enough backup for the support team.
Coaches junior support team members in handling difficult customer situations.


Primary Roles and Responsibilities:
  • 13 + years of experience
  • Expertise in solving machine learning problems using Python, Numpy, Pandas, Scikit Learn
  • Expertise in working with large data sets to draw insights.
  • Experience working with and creating data architectures
  • Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial
  • neural networks, etc.) and their real-world advantages/drawbacks
  • Knowledge of advanced statistical techniques and concepts (regression, properties of
  • distributions, statistical tests and proper usage, etc.) and experience with applications.
  • Knowledge and experience in statistical and data mining techniques: Regression, Random
  • Forest, Boosting, Trees, text mining, log analysis, etc
  • Experience creating and using advanced machine learning algorithms and statistics: regression,
  • simulation, scenario analysis, modelling, clustering, decision trees, neural networks, etc
  • Knowledge of the following technologies:
  • Core & Advanced Java (Threading, Design Patterns, Data Structures), REST API
  • Good DB concept with experience in Postgres or Oracle.
  • Resteasy, Tomcat Application Server
  • Build tools: maven and Ant.
  • Good knowledge or familiarity with any of the below will be an added advantage
  • Spring Boot framework
  • Docker, Kubernetes, Helm and Rancher based deployments
  • Cassandra, Kafka, elasticsearch, VictoriaMetrics
  • HTML5, CSS3, Angular JS framework or any open source user interface technologies
  • AWS, Azure
  • Git repository
  • TestTrack, JIRA, Jenkins tools.
  • Bachelor’s degree in computer science or related disciplines preferred
  • Good written and oral communication skills in English.
  • Experience working in an agile development environment and tools is required
  • Experience in diagnosing and troubleshooting technical issues.
  • Excellent communication and interpersonal skills.
  • Focus on customer satisfaction with the ability to provide problem resolution in a timely manner.
  • Experience in designing applications and executing it.
  • Experience in executing and managing the scrum team technically.
  • Quickly develop working knowledge of many products and integrations.
  • Coordinate effective problem isolation across multiple product teams
  • Experienced in bug fixing and testing the fixes in various environments and for various releases


Experience/ Qualifications:

  • Bachelor’s degree in computer science or Master in Statistics/Mathematics related disciplines preferred
  • 13+ years of experience
It is the policy of BMC Software to afford equal opportunity for employment to all individuals regardless of race, color, age, national origin, physical or mental disability, history of disability, ancestry, citizenship status, political affiliation, religion, gender, transgender, gender identity, gender expression, marital status, status as a parent, sexual orientation, veteran status, genetic information or other factors prohibited by law, and to prohibit harassment or retaliation based on any of these factors. BMC never asks for payment from individuals seeking employment with the company.

If you need a reasonable accommodation for any part of the application and hiring process, visit the accommodation request page.