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    AI ML Engineer - Bengaluru, India - Dautom

    Dautom
    Dautom Bengaluru, India

    6 days ago

    Default job background
    Description

    Positionoverview

    Strong coding knowledgein python and machine learning. Ability to write well tested codeusing standard coding practices deploy it using docker.Aware of recent developments in Machine learningsuch as Generative AIeg. Transformers LLAMAetc.Can work independently with littlesupervision can create API endpoints using REST orGraphQL.

    Good to have knowledge ofSQL Spark and Mongo db.

    Good analytic skills andlearning ability are a must to succeed in this role. Demonstratedability to understand modern ML algorithms includingNLP RL and deep learning will bevalued.

    Prior research publicationsin top conferences will be an valuedadvantage.

    Role andResponsibilities

    • Ability to understand and implement ML algorithms go through MLlibraries for recommendations.
    • Ability tocreate APIs and integrate with other systems usingDocker
    • Follow Agile best practices and toolsadopted by the team.
    • Integrate varioussoftware platforms and external 3rd party systems through vendorAPIs.
    • Work with vendor(s) on APIimplementation and troubleshooting suggesting necessary featuresand identifying enhancement opportunities.
    • Configure Dev QA and Production environments with proper packagesand dependencies to enable development working closely with DevOpsCI and QA team members
    • Strong communicationand presentation skills Proactive Thinking Quality Focusedmindset

    Required SkillSet

    • Strong proficiencywith one of either recommendation systems generative AI orReinforcement learning.
    • Solid experienceworking within a Docker including REST/API developmentexperience.
    • Good to have experience with AWSincluding EC2 CloudWatch S3 Cloud Front API Gateway Fargate Route53Kafka(MSK) ELBs VPC RDS.
    • Languages: Pythonprimarily
    • Solid experience working withUnix/Linux environments for development includingpackage
    • management and basic systemadministration.
    • Experience developing softwareagainst documented thirdparty APIs and working with vendors toidentify and correct issues and driveenhancements.
    • Experience with CI/CD PipelinesUnit and Automated Integration Testing Application Logging andMonitoring tools.
    • Earlier Experience ofECommerce is a Plus.
    • Good Experience inMongoDB MySQL.
    • Understanding accessibility andsecurity compliance.
    • User authentication andauthorization between multiple systems servers andenvironments.
    • Integration of multiple datasources and databases into one system.
    • Understanding fundamental design principles behind a scalableapplication.
    • Understanding differences betweenmultiple delivery platforms such as mobile vs. desktop andoptimizing output to match the specificplatform.
    • Creating database schemas thatrepresent and support business processes.
    • Implementing automated testing platforms and unit tests Proficientunderstanding of code versioning tools such asGit.

    Preferred SkillSet

    Extensive knowledge of PythonML libraries andframeworks.

    Experience Level /Years of Experience

    5 years ofexperience in Machine learning application development usingpython

    Remote Work :

    No

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