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Senior Analyst - MLE (ML Platform - Python)

Senior Analyst - MLE (ML Platform - Python)

Tiger AnalyticsHyderabad, Telangana, India
15 hours ago
Job description

Job Description

  • .css-ylb{color : var( chakra-colors-black-);}.css-l0deym h1{margin : 0;padding : 0;font-size : 26px;}.css-l0deym h2{margin : 0;padding : 0;font-size : 20px;}.css-l0deym h3{margin : 0;padding : 0;font-size : 15px;}.css-l0deym h4{margin : 0;padding : 0;font-size : 13px;}.css-l0deym ul{list-style-type : disc;margin : 0.5rem;margin-bottom : 1.5rem;}.css-l0deym ul ul{list-style-type : circle;}.css-l0deym ul ul ul{list-style-type : square;}.css-l0deym ol{margin : 0.5rem;margin-bottom : 1.5rem;list-style-type : decimal;}.css-l0deym ol ol{list-style-type : lower-alpha;}.css-l0deym ol ol ol{list-style-type : lower-roman;}.css-l0deym ol ol ol ol{list-style-type : decimal;}.css-l0deym strong{font-weight : bold;}.css-l0deym blockquote{border-left : 5px solid #eee;color : #;font-family : 'Hoefler Text','Georgia',serif;font-style : italic;margin : 16px 0;padding : 10px 20px;}.css-l0deym p code{font-family : 'Courier New',monospace,'Lucida Console';} Senior Analyst - MLE (ML Platform - Python) India Locations : Chennai | Hyderabad | Bangalore Who we are Tiger Analytics is a global leader in AI and analytics, helping Fortune companies solve their toughest challenges. We offer full-stack AI and analytics services & solutions to empower businesses to achieve real outcomes and value at scale. We are on a mission to push the boundaries of what AI and analytics can do to help enterprises navigate uncertainty and move forward decisively. Our purpose is to provide certainty to shape a better tomorrow.Our team of + technologists and consultants are based in the US, Canada, the UK, India, Singapore, and Australia, working closely with clients across CPG, Retail, Insurance, BFS, Manufacturing, Life Sciences, and Healthcare. Many of our team leaders rank in the Top 10 and 40 Under 40 lists, exemplifying our dedication to innovation and excellence. Curious about the role? What your typical day would look like?
  • 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 applications

What do we expect?

  • 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
  • You are important to us, let’s stay connected! Every individual comes with a different set of skills and qualities so even if you don’t tick all the boxes for the role today, we urge you to apply as there might be a suitable / unique role for you tomorrow.We are an equal-opportunity employer. Our diverse and inclusive culture and values guide us to listen, trust, respect, and encourage people to grow the way they desire. Note : The designation will be commensurate with expertise and experience. Compensation packages are among the best in the industry.Additional Benefits : Health insurance (self & family), virtual wellness platform, and knowledge communities..css-1uw51ih{padding : 28px 0;display : -webkit-box;display : -webkit-flex;display : -ms-flexbox;display : flex;-webkit-flex-direction : row;-ms-flex-direction : row;flex-direction : row;-webkit-box-flex-wrap : wrap;-webkit-flex-wrap : wrap;-ms-flex-wrap : wrap;flex-wrap : wrap;-webkit-align-items : baseline;-webkit-box-align : baseline;-ms-flex-align : baseline;align-items : baseline;-webkit-box-pack : justify;-webkit-justify-content : space-between;justify-content : space-between;padding-bottom : 16px;}.css-12oy1kx{font-size : 1rem;font-weight : inherit;display : inline-block;padding-right : var( chakra-space-5);}.css-jkbrc8{position : relative;width : %;margin : 0 auto;box-sizing : border-box;}.css-1ylu0bo{display : -webkit-box;display : -webkit-flex;display : -ms-flexbox;display : flex;-webkit-flex-direction : column;-ms-flex-direction : column;flex-direction : column;-webkit-box-flex : 1;-webkit-flex-grow : 1;-ms-flex-positive : 1;flex-grow : 1;}.css-1n7cw71{width : %;-webkit-margin-start : auto;margin-inline-start : auto;-webkit-margin-end : auto;margin-inline-end : auto;max-width : var( chakra-sizes-container-lg);-webkit-padding-start : 1rem;padding-inline-start : 1rem;-webkit-padding-end : 1rem;padding-inline-end : 1rem;-webkit-box-pack : center;-ms-flex-pack : center;-webkit-justify-content : center;justify-content : center;display : -webkit-box;display : -webkit-flex;display : -ms-flexbox;display : flex;}.css-1yrkcw4{transition-property : var( chakra-transition-property-common);transition-duration : var( chakra-transition-duration-fast);transition-timing-function : var( chakra-transition-easing-ease-out);cursor : pointer;-webkit-text-decoration : none;text-decoration : none;outline : 2px solid transparent;outline-offset : 2px;color : inherit;font-weight : ;font-size : var( chakra-fontSizes-md);margin : 20px;}.css-1yrkcw4 : hover,.css-1yrkcw4(data-hover){-webkit-text-decoration : underline;text-decoration : underline;cursor : pointer;}.css-1yrkcw4 : focus,.css-1yrkcw4(data-focus){box-shadow : var( chakra-shadows-outline);}

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    Analyst Platform • Hyderabad, Telangana, India

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