Job description
<p><p><b>Roles & Responsibilities :</b><br/><br/>- The Primary focus of this role is to develop and manage applications involved with Search Systems.
</p><p><br/></p><p>- Maintain and upgrade search indices for large document repositories, as well as optimizing indexing/queries and supporting analytics.
</p><p><br/></p><p>- He will be leading a Team of search engineers who build Tags, taxonomy, Thesaurus and ontology data models and standard to define and organize our customers search experience.<br/><br/></p><p>- Drive and coordinate cross-functional projects with broad range of Loan, Insurance and investment products owners, engineers, designers and other groups that may include architecting new data solutions<br/><br/></p><p>- Analyze website metrics and customer behaviour data to make intelligent decisions on optimizing our search model.
</p><p><br/></p><p>- Collaborate and consult directly with key stakeholders, technical teams and leadership on solutions for taxonomy and metadata that will positively impact the customers search experience<br/><br/></p><p>- Expand and refine data retrieval techniques to use our extensive product catalog and improve customer data quality </p><p><br/></p><p>- This role is for machine learning and data-oriented product development (horizontal capability builds) but it will also require strong program management and execution skills.
</p><p><br/></p><p>- Technical Interactions with vendor or partners in technical capacity for business/capability deliverables.
Develops proof of concept to prove or disprove validity of concept.
</p><p><br/></p><p>- Work with cross functional team to integrate these models into larger solutions.
</p><p><br/></p><p>- Works collaboratively in a multi-disciplinary team environment</p><p><br/></p><p>- Establishes and maintains professional networks with subject matter experts.
</p><p><br/></p><p>- Responsible for artificial intelligence / machine learning technology and application analysis, understand latest industrial and academic developments in AI/ML.
</p><p><br/></p><p>- Design competitive AI/ML services and user experience for next generation products and create prototypes for demonstration.
Strong empowerment and self-drive is a must.<br/><br/><b>Ideal Candidate :</b><br/><br/>- PhD/MTech/BE/ BTech/MSc in CS or Math, Operation research, Statistics, Econometrics or in any quantitative field<br/><br/></p><p>- 10+ years of industrial experience in Search, Information retrieval, NLP, Machine learning, predictive analytics solution development and deployment<br/><br/></p><p>- Strong Problem-solving ability<br/><br/></p><p>- Should have strong experience in anyone or more programming languages Python or JAVA.
</p><p><br/></p><p>- Experience in RESTful, Web Services,<br/><br/></p><p>- Experience in using Python, R, SAS or any other statistical software (plus other open source libraries)<br/><br/></p><p>- Skills with Shell/Perl (or similar scripting language), Scala and Java<br/><br/></p><p>- Experience with development tools like Eclipse, Git, Gradle, Jenkins, Jira, JFrog Artifactory etc.<br/><br/></p><p>- Experience with web application server like Tomcat, Jetty, JBoss etc.<br/><br/></p><p>- Strong understanding of OOP design patterns and industry best practices.<br/><br/></p><p>- Fair knowledge of scripting and working in Linux environment<br/><br/></p><p>Good to have :</p><p><br/></p><p>- Experience of building Solutions with latest front-end technologies (JavaScript libraries like React or Angular, CSS3, HTML5).<br/><br/></p><p>- Hands-on experience of API Integration single-sign -on and token-based authentication.
Experience integrating with SQL and NoSQL databases (Cosmos DB, Cassandra, MongoDB)<br/><br/></p><p>- Good understanding of DevOps pipeline like Azure Devops.
Experience in Agile environment<br/><br/></p><p>- Experience in any of the following area could be plus : Lucene based search engines (Elasticsearch, Solr)<br/><br/></p><p>- Experience Container Orchestration technologies (Kubernetes), distributed systems, scalable data analytics technologies (Spark)<br/><br/></p><p>- Experience in mentoring junior team members, and guiding them on machine learning, NLP, Computer Vision, Speech analytics and data modeling applications<br/><br/></p><p>- Strong communication and data presentation skills<br/><br/></p><p>- Skills with Relational Databases, Data warehouses, Structured & Unstructured data forms.<br/><br/></p><p>- Publications /patents/presentation in recognized Machine Learning and Data Mining journals/conferences is preferred<br/><br/></p><p>- Solid knowledge in deep learning algorithms and AI system design and architecture.<br/><br/></p><p>- Strong hands-on nature (ability to self-code is a must).<br/><br/></p><p>- Strong capability to work on server class (cloud machines) for data science capability builds<br/><br/></p><p>- Strong IT & Business interactions capability<br/><br/></p><p>- Strong team player with exceptional program management.<br/><br/><b>Perks, Benefits & Culture :</b><br/><br/>Our people define our passion and our audacious, incredibly rewarding achievements.
Bajaj Finance Limited is one of Indias most diversified Non-banking financial companies, and among Asias top 10 Large workplaces.
If you have the drive to get ahead, we can help find you an opportunity at any of the 500+ locations were present in India.</p><br/></p> (ref:hirist.tech)
Required Skill Profession
Computer Occupations