3 - 10 years

9 - 10 Lacs

Posted:6 hours ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

Digitalto and from coreis the DNA of Colruyt Group- We have been pioneering inadapting IT technologies from the advent of IT revolution- As a Data Science Engineer, you will be collaboratingwith multiple stake holders involving Data Scientists, Business, Project Managers, and Software Engineers- You will have an opportunity towork with culturally diversified group of individuals- We are looking for anindividual with Passion, Innovation, out of the box thinking to join our team-

Responsibilities:


Design data pipelines and machine learning infrastructure,whether its on-premise (on our internal enterprise machine learning platform)or in the cloud (Azure), at scale-
Contribute to the development of automation tools andinfrastructure as code (IaC) practices to streamline the deployment andmanagement of machine learning solutions-
Industrialize models built by the data scientists andturn them into production ready machine learning systems-
Contribute to the development of reusable/internalcomponents, libraries and frameworks-
Develop and deploy tools and services (preferably opensource) for internal stakeholders to handle ML training and deployment-
Containerize machine learning applications to ensureconsistency, reproducibility, and portability across different cloudenvironments-
Stay informed about new software and hardware trendsand innovations to improve performance, maintainability, and reliability of themachine learning solutions-
Apply best software engineering practices to build efficientmachine learning pipelines, including CI/CD, scripts to automate repetitivetasks etc-
Support the data science solutions with an extraemphasis on versioning, data security, auditability and performance-
Contribute to the development and deployment of proofof concepts, quickly-
Involved in different phases of a project, includingarchitecture, system design, coding, unit testing, integrations, maintenanceand improvements-
Document the solution & solution designefficiently-

Profile

:


Strong fundamentals in software engineering, systemengineering, machine learning concepts and debugging-
Experience in working with large-scale data / MLpipelines and their supporting infrastructure-
Strong knowledge in Linux
Design complex analytical systems/solutions (high-level and low-levelsystem design)-
Ability to solve complex problems using efficientalgorithms/software engineering techniques-
Strong knowledge of software developmentstages/processes, debuggers, DBMS and source code management tools (git)-
Ability to write high quality code with a keenattention to detail-
Comfortable with writing complex and efficient SQLqueries-
Effective communication and strong interpersonal skills-
Proven experience in implementing CI/CD on large-scaleML pipelines-
Enjoy solving ambiguous and challenging technicalproblems-

Good to have

:


Exposure to large-language models and deploying LLMbased solutions in production-
Experience and familiarity with Kubernetes-
Experience with shell scripting-
Awareness of application and informationsecurity-

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Colruyt It Consultancy India

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