Senior Analyst

2 months ago

Bengaluru, India Tiger Analytics Full time
Job Title: Senior Analyst / MLE (Backend - ML Platform)India Locations: Chennai | Hyderabad | BangaloreTiger Analytics is one of the fastest growing advanced analytics consulting and Engineering services firm. We are the trusted analytics partner for several Fortune 100 companies, enabling them to generate business value from data. Our consultants bring deep expertise in Data Science, Machine Learning and Al, and our engineers bring innovative engineering techniques to enable scalable data platforms and data products that are insights driven. Our business value and leadership has been recognized by various market research firms, including Forrester and Gartner.About the role: Lead cross-functional technical teams across deep learning, machine learning, distributed systems, program management, app engineering and product teams while working on all aspects of design, development and delivery of machine learning enabled end-to-end pipelines and solutions. Design and architect microservices to support the full Machine learning Lifecycle right from Development to Deployment Build scalable micro services architectures than can handle high volume data requests and high concurrency Architect solutions for High Availability, Low Latency and High Throughput. Improve system reliability-Troubleshoot and investigate any identified issues Build and perfect test cases to introduce highly reliable and scalable application platforms Writing high-performance, reliable and maintainable code. Interface with various interactive services and clients including web and mobile applicationsDesired Skills and Experience: 3 - 6 years’ experience server-side/back-end full cycle product development in a production environment in Python Hands on experience in building microservices based Data Products, Data Pipeline design, Event driven Programming, and in design and deployment of ML Algorithms in Production Core experience as a Lead engineer in Data Oriented Product Platform in a Core Backend Role. Excellent programming skills in Python, a good understanding in Go is a plus. Experience in Statistics, Data Mining, hypothesis validation, Data Science and Design of Algorithms Understanding of ML/AI Pipeline & Development life-cycle & tools, MLOps Knowledge Exposure to Front end frameworks like React, Angular , Vue js having led teams and built applications Experience in Test driven Development Expert knowledge of building and maintaining in Production, large scale micro services-based applications Proficient with SQL, RDBMS such as Postgres, MySQL, SQL Server, Oracle and/or experience with NoSQL DBMSs such as Mongodb Hands on experience in python server frameworks like Flask, FastAPI Familiarity with some ORM (Object Relational Mapper) libraries. Eg: SQLAlchemy Experience in cloud - AWS/Azure/Google is preferred Understanding of the threading limitations of Python, and multi-process architecture. Familiarity with event-driven programming in Python. Strong unit test and debugging skills. Good understanding of Big Data Stack technologies such as Apache Spark, pyspark API. Experience in working with Event driven architectures, Streaming data and technologies such as Apache Kafka, Apache Nifi etc Leveraging DFR for software, Agile and Lean software development methodologies to drive reliability upstream into the product development life cycle Strong trouble-shooting skills that span systems(Linux), network, and application Basic knowledge of version control (GIT) and Dev ops Bachelor’s Degree in Computer Science or related field High integrity, and great hunger to learn and develop as a software engineer

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