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ML-Ops ( part-time involvement ) IRC156047

Job: IRC156047
Location: Poland - Krakow
Designation: Software Engineer
Experience: 3-5 years
Function: Engineering
Skills: AWS, Kubeflow, Kubernetes
Remote Yes

Description:

Great opportunity to join the small tight-knit team of a well-funded startup taking

part in the design and development of the backbone infrastructure and delivery
the pipeline of our first software product.

Our client is building an ML-based solution used in the Sports industry. ML algorithms can extract valuable information from the footage taken during sports events. Whether it is a basketball match or a football match you can calculate the number of goals, find interesting moments, and create beautiful highlights automatically.

Details:

We build an iOS (iPhone) application for camera usage and video captures with real-time object detection as well as uploading to AWS videos for further processing. We need to work with the camera frames and timestamps to have good enough information for the ML processing. We also have to build the interface for the mask creation in real-time. The solution will detect players and balls in real-time.

The data is being analyzed on the AWS cloud.

Requirements:

    • Knowledge of programming languages (Python).

    • Python is a must
    • KubeFlow is a must

    • 2-3 Years experience in Dev-Ops development
    • Excellent team working and communication skills
    • Excellent organizational and time management skills with the ability to work
    on multiple projects in parallel
    • Experience with all aspects of software architecture, including security,
    scalability, monitoring, computing, and throughput
    • Container and orchestration experience with Docker and Kubernetes (AKS,
    EKS, GKE)
    • Working experience with cloud providers – AWS, GCP, Azure
    • Awareness of DevOps and Agile principles

    • Strong problem-solving skills
    • Good attention to detail
    • A Start-up spirit

    Good to have:

    • Familiarity with modern DevOps practices and ability to establish CI/CD
    processes
    • Deploying production-grade AI/deep learning solutions in a cloud
    environment
    • Experience with Peer-to-Peer networking technologies such as WebRTC
    and client-server networking
    • Experience with : ArgoCD, CircleCI, Jenkins, Github Actions, JFrog,
    Kustomize, Helm, Terraform

     

     

Preferences:

CloudDeploy, Python, Kubeflow

Job Responsibilities:

    As our DevOps engineer you will be part of leading and working closely with software
    developers and researchers.
    Responsibilities include:

    • Maintain and support Python-based pipelines running on KubeFlow 
    • Deploy, manage and administrate existing / new CICD tools
    • Building configuration and automation tools to support the application
    delivery process as well as ML pipelines
    • Orchestrate the delivery pipeline of development environments and
    eventually production
    • Work on ways to automate and improve development and release process

What We Offer

Exciting Projects: With clients across all industries and sectors, we offer an opportunity to work on market-defining products using the latest technologies.

Collaborative Environment: You can expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!

Work-Life Balance: GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules.

Professional Development: We develop paths suited to your individual talents through international knowledge exchanges and professional certification opportunities.

Excellent Benefits: We provide our employees with private medical care, sports facilities cards, group life insurance, travel insurance, relocation package, food subsidies and cultural activities.

Fun Perks: We want you to feel comfortable in your work, which is why we create good working environment with relax zones, host social and teambuilding activities and stock our kitchen with delicious teas and coffees!

About GlobalLogic

GlobalLogic is a leader in digital engineering. We help brands across the globe design and build innovative products, platforms, and digital experiences for the modern world. By integrating experience design, complex engineering, and data expertise—we help our clients imagine what’s possible, and accelerate their transition into tomorrow’s digital businesses. Headquartered in Silicon Valley, GlobalLogic operates design studios and engineering centers around the world, extending our deep expertise to customers in the automotive, communications, financial services, healthcare and life sciences, manufacturing, media and entertainment, semiconductor, and technology industries. GlobalLogic is a Hitachi Group Company operating under Hitachi, Ltd. (TSE: 6501) which contributes to a sustainable society with a higher quality of life by driving innovation through data and technology as the Social Innovation Business.

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    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give GlobalLogic your consent to process your personal data for the purpose of such recruitments press the “Apply” button below. More details on how we process your personal data and what are your rights can be found in EU & UK Recruitment Privacy Notice. Remember that you can withdraw your consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give GlobalLogic your consent to process your personal data for the purpose of such recruitments press the “Apply” button below. More details on how we process your personal data and what are your rights can be found in EU & UK Recruitment Privacy Notice. Remember that you can withdraw your consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give GlobalLogic your consent to process your personal data for the purpose of such recruitments press the “Apply” button below. More details on how we process your personal data and what are your rights can be found in EU & UK Recruitment Privacy Notice. Remember that you can withdraw your consent anytime, for example by sending an e-mail at privacy@globallogic.com
    In order to apply and give GlobalLogic, a Hitachi Group Company your consent to process your personal data for the purpose of this recruitment process, press the “Apply” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU & UK Recruitment Privacy Notice. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    You can find more information about how GlobalLogic processes your personal data and what your rights are in the Recruitment Privacy Notice. If you are a California resident, more details on how we process your personal information can be found in the CCPA Recruitment Privacy Notice.
    You can find more information about how GlobalLogic processes your personal data and what your rights are in the Recruitment Privacy Notice.
    You can find more information about how GlobalLogic processes your personal data and what your rights are in the Recruitment Privacy Notice.
    You can find more information about how GlobalLogic processes your personal data and what your rights are in the Recruitment Privacy Notice.
    You can find more information about how GlobalLogic processes your personal data and what your rights are in the Recruitment Privacy Notice.
    You can find more information about how GlobalLogic processes your personal data and what your rights are in the Recruitment Privacy Notice.
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    Recruitment for this and similar positions in GlobalLogic, a Hitachi Group Company is constantly open. In order to apply and give us your consent to process your personal data for the purpose of such recruitments press the "Apply" button below. Please note, that as we operate worldwide, your data may be transferred outside of Ukraine. We make sure it is done in a safe and transparent manner and provide you with the appropriate guarantees of non-interference in personal and family life. By applying for this position you also consent to such data transfers.

    More details on how we process your personal data and what are your rights can be found in Privacy Policy. Remember that you can withdraw your consent at anytime, for example by sending an e-mail at privacy@globallogic.com.