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Sr Software Engineer- Backend

Sr Software Engineer- Backend

Name: Jobpe
Address: T-Hub, Plot No 1/C, Sy No 83/1, Raidurgam panmaktha, Knowledge City Rd, Hyderabad, Telangana, 500081, IN
Telephone: +91-83339-09630
Price range: Free

Xoom

5 - 10 years

6 - 10 Lacs

bengaluru

Posted:5 days ago| Platform:

Apply

Skills Required

root cause analysis rca backend version control linux machine learning mysql data processing recruitment

Work Mode

Work from Office

Job Type

Full Time

Job Description

This job will lead the design, development, and implementation of advanced monitoring and RCA(root cause analysis) functions for machine learning models and strategies to solve complex problems. You will work closely with data scientists, software engineers, and product teams to enhance services through backend application and AI/ML solutions. Your role will involve building scalable monitoring backend applications, enable RCA(root cause analysis) capabilities for detected anomalies, and fix issues in production environments to drive business insights and improve customer experiences

Essential Responsibilities

Develop and optimize machine learning models for various applications.
Preprocess and analyze large datasets to extract meaningful insights.
Deploy ML solutions into production environments using appropriate tools and frameworks.
Collaborate with cross-functional teams to integrate ML models into products and services.
Monitor and evaluate the performance of deployed models.

Minimum Qualifications

Minimum of 5 years of relevant work experience and a Bachelors degree or equivalent experience.
Experience with ML frameworks like TensorFlow, PyTorch, or scikit-learn.
Familiarity with cloud platforms (AWS, Azure, GCP) and tools for data processing and model deployment.
Several years of experience in designing, implementing, and deploying machine learning models.

Preferred Qualification

Lead the development , optimization and maintanance of monitoring and RCA applications to enable self-service for business partners to establish capabilities in fraud/incident detection and investigation.

Build and optimize a self-service monitoring&RCA systems using Java/Python frameworks and technologies

Maintain and improve existing applications , ensuring high availability and fault tolerance

Collaborate with engineers from other sites, data scientists and business stakeholders to understand data requirements and deliver appropriate solutions .

P roficiency in Java with Spring Boot framework and Spring ecosystem, or Python with knowledge of npm package management

Experience with Maven for dependency management and build automation

Solid understanding of RESTful API development and HTTP client libraries

Experience with cloud-based data platforms ( e.g. Google BigQuery)

Experience with relational databases (e.g., PostgreSQL, MySQL) and/or NoSQL databases (e.g., MongoDB)

Experience with time-series databases (InfluxDB)

Experience with Devops best practises, containaerization(Docker / Kubernetes) , version control systems (Git) and CI/CD

Familiar with Linux environments; able to perform troubleshooting of scripts (Shell/Python)

Good documentation skills, and have flexibility to sync up with teams across different locations /timezones remotely

Experience with message queues (RabbitMQ, Apache Kafka)

Experience in building GenAI based solutions

Strong problem-solving skills and attention to detail

Experience working in agile development environments

Excellent communication and collaboration skills

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Sr Software Engineer- Backend