Lead - It/senior Lead - It Job in Bajaj Finance Limited
Lead - It/senior Lead - It
Bajaj Finance Limited
4+ weeks ago
- Pune, Pune Division, Maharashtra
- Not Disclosed
- Full-time
Job Summary
Job Reference
* JR00054008Job Summary
* Job Summary not providedJob Purpose
This position is open with Bajaj finserv ltd. Position Summary: We are looking for an exceptional hands-on Artificial Intelligence Engineer with a proven track record of experience in applying techniques like knowledge representation and reasoning (KRR), Natural language processing (NLP), speech recognition, Computer vision and/or machine learning/ AI and deep learning/complex algorithms. Someone who loves sophisticated machine learning methodology and mathematical precision but at the same time enjoys Building real systems for business relevant use cases. Ability to work independently and take ownership and accountability on assigned tasks during execution through completion while being part of collaborative team. Strong Product sense and empathy of user search needs and pain points. Build and Lead team of ML and AI scientist and Engineers. Be hands-on leader to mentor the team in latest machine learning and deep learning approaches and introduce New Technologies and Processes. Ability to easily go from idea to working prototype in Python, Java and or Scala. Experience with Hadoop, Spark. Large Scale Machine Learning Algorithms and infrastructure that powers our search ranking module and personalized recommendation engine. Natural Language Processing to understand text content including named entity resolution and recognition of reviews descriptions and interventions between users on marketplace. Experience in building end-to-end state -of -art Machine Learning system that serve production traffic. Proven experience of driving incremental value and repeatable growth through products and services directly tied to machine learning techniques and technologies. Ability to produce robust production quality code incorporating testing, evaluations, and monitoring. Collaborate with fellow data scientists and Engineers to implement effective and specific methodologies. Generate and present clear and concise reports.Job Duties & Key Responsibilities
* Duties and Responsibilities - This role is for NLP and data-oriented product development (horizontal capability builds) but it will also require strong program management and execution skills. Technical Interactions with vendor or partners in technical capacity for business/capability deliverables. Develops proof of concept to prove or disprove validity of concept. Work with cross functional team to integrate these models into larger solutions. Works collaboratively in a multi-disciplinary team environment; Establishes and maintains professional networks with subject matter experts. Responsible for artificial intelligence / machine learning technology and application analysis, understand latest industrial and academic developments in AI/ML. 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.Required Qualifications and Experience
* 1. PhD/MTech/BE/ BTech/MSc in CS or Math, Operation research, Statistics, Econometrics or in any quantitative field 2. 6+ years of industrial experience in analytics, predictive modeling, Machine learning, NLP, predictive analytics solution development and deployment 3. Strong Problem-solving ability 4. Should have strong experience in anyone or more programming languages Python or JAVA. Experience in RESTful, Web Services. 5. Experience in using Python, R, SAS or any other statistical software (plus other open source libraries) 6. skills with Shell/Perl (or similar scripting language), Scala and Java 7. Experience with development tools like Eclipse, Git, Gradle, Jenkins, Jira, JFrog Artifactory etc. 8. Experience with web application server like Tomcat, Jetty, JBoss etc. 9. Strong understanding of OOP design patterns and industry best practices. 10. Fair knowledge of scripting and working in Linux environment 11. Good to have Experience of building Solutions with latest front-end technologies (JavaScript libraries like React or Angular, CSS3, HTML5). 12. Hands-on experience of API Integration single-sign -on and token-based authentication. Experience integrating with SQL and NoSQL databases (Cosmos DB, Cassandra, MongoDB) 13. Good understanding of DevOps pipeline like Azure Devops. Experience in Agile environment 14. Experience in any of the following area could be plus: Lucene based search engines (Elasticsearch, Solr) 15. Experience Container Orchestration technologies (Kubernetes), distributed systems, scalable data analytics technologies (Spark) 16. Experience in mentoring junior team members, and guiding them on machine learning, NLP, Computer Vision, Speech analytics and data modeling applications 17. Strong communication and data presentation skills 18. Skills with Relational Databases, Data warehouses, Structured & Unstructured data forms. 19. Publications /patents/presentation in recognized Machine Learning and Data Mining journals/conf
Experience Required :
Fresher
Vacancy :
2 - 4 Hires
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