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ML Ops Engineer
JK Technosoft Ltd's logo

ML Ops Engineer

Nishu Gupta's profile picture
Posted by Nishu Gupta
3 - 5 yrs
₹5L - ₹15L / yr
Bengaluru (Bangalore)
Skills
skill iconMachine Learning (ML)
skill iconData Science
Natural Language Processing (NLP)
Computer Vision
recommendation algorithm
skill iconPython
TensorFlow
PyTorch
Scikit-Learn
skill iconGit
skill iconDocker
skill iconKubernetes
skill iconJenkins
skill iconAmazon Web Services (AWS)
Apache Spark
Apache Hadoop
skill iconPostgreSQL
MySQL

Roles and Responsibilities:

  • Design, develop, and maintain the end-to-end MLOps infrastructure from the ground up, leveraging open-source systems across the entire MLOps landscape.
  • Creating pipelines for data ingestion, data transformation, building, testing, and deploying machine learning models, as well as monitoring and maintaining the performance of these models in production.
  • Managing the MLOps stack, including version control systems, continuous integration and deployment tools, containerization, orchestration, and monitoring systems.
  • Ensure that the MLOps stack is scalable, reliable, and secure.

Skills Required:

  • 3-6 years of MLOps experience
  • Preferably worked in the startup ecosystem

Primary Skills:

  • Experience with E2E MLOps systems like ClearML, Kubeflow, MLFlow etc.
  • Technical expertise in MLOps: Should have a deep understanding of the MLOps landscape and be able to leverage open-source systems to build scalable, reliable, and secure MLOps infrastructure.
  • Programming skills: Proficient in at least one programming language, such as Python, and have experience with data science libraries, such as TensorFlow, PyTorch, or Scikit-learn.
  • DevOps experience: Should have experience with DevOps tools and practices, such as Git, Docker, Kubernetes, and Jenkins.

Secondary Skills:

  • Version Control Systems (VCS) tools like Git and Subversion
  • Containerization technologies like Docker and Kubernetes
  • Cloud Platforms like AWS, Azure, and Google Cloud Platform
  • Data Preparation and Management tools like Apache Spark, Apache Hadoop, and SQL databases like PostgreSQL and MySQL
  • Machine Learning Frameworks like TensorFlow, PyTorch, and Scikit-learn
  • Monitoring and Logging tools like Prometheus, Grafana, and Elasticsearch
  • Continuous Integration and Continuous Deployment (CI/CD) tools like Jenkins, GitLab CI, and CircleCI
  • Explain ability and Interpretability tools like LIME and SHAP


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Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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About JK Technosoft Ltd

Founded :
1995
Type :
Services
Size :
1000-5000
Stage :
Profitable

About

JK Tech is a specialized Gen AI and Data consulting firm, leveraging deep domain expertise in Retail, CPG, and Insurance to create tailored solutions for our clients. Our innovative Gen AI accelerators, branded as JIVA, address critical challenges like Accuracy, Security, and Scalability, enabling enterprises to accelerate their journey from POC to production. We combine structured and unstructured data with advanced AI technologies, helping clients unlock actionable insights and drive meaningful outcomes. As a strategic partner of Google Cloud and other industry leaders, JK Tech delivers cutting-edge solutions that empower businesses to stay ahead in a competitive market. At JK Tech, we are dedicated to transforming data into a powerful asset for growth and success. Connect with us to explore how we can help your organization thrive.
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ALTERNATE TITLES Tech Support, IT Assistant, Technical Support
DEPARTMENT Technology
COMPANY Sanghi Tech
SCENARIO Consulting Startup
REPORT TO IT Systems Administrator

We are looking for a technology enthusiast, carrying 2+ years of Assisting in IT Infrastructure setup in a startup environment with mixed computing (Windows + Mac) experience. This professional should be tech crazy, energetic and willing to learn new technologies and processes, and also assist the team in creating different solutions for the firm, and the external clients.
We are a futuristic startup, and this opportunity will not only enhance your existing skills, but also give you an edge over other tech professionals to learn and implement new technologies in-house, as well as, for external clients globally.

ABOUT COMPANY
Founded by Tarang Sanghi, Sanghi Tech is a tech consulting firm based in Jaipur, Rajasthan (INDIA).

We offer a wide variety of technology services tailored to our client's unique needs. We create high quality and scalable solutions across all stages of hardware and software setups — consultation, design, procurement, deployment, migration, and tech support.
For more details: www.sanghi.tech

ABOUT DEPARTMENT

We make awesome IT solutions using technology in creative ways and delivering the best user experience for all business requirements and provide business critical support. While ensuring all systems and applications run at peak performance. At SanghiTech, the Technology & Security team works together, to secure all information and physical infrastructure.

THE PROJECT(s)

Assist the team in developing and deploying the complete IT System backbone for our entire organisation and group businesses including, networking, security, storage and backup, user management etc.
Assist the team in deploying a CRM system across various sales teams.
Establish key relationships with various hardware and software vendors.

AREA OF RESPONSIBILITIES

IT SETUP
  • Source- Assess pain-areas in which new technology, solutions and workflows can be implemented to improve efficiency and productivity.
  • Identify- Test, flag and fix potential problems, inefficiencies and weaknesses in all IT platforms used across the company/ clients.
  • Analyse- Analysing a company's IT system and infrastructure.
  • Assistance- Assist the team in research, testing and deploying new solutions based on the requirements of different departments across the company - Admin, HR, IT, Accounts, Sales, Client Relations, Marketing & Design.
  • Innovate- Evaluate and foster innovation, to deliver high impact IT solutions by coordinating the business process-integration, automation and operation of all IT systems across the company / clients.
  • Implement- Installing computer equipment and software, working with users to recommend appropriate hardware and software upgrades.
  • Rearrange- Dealing with product faults and arranging repairs and replacements.
  • Maintain- Periodic updates and maintenance of all the software used across different departments.
  • Manage- Handle all employee joining and exiting formalities, for a smooth experience.
  • Update- Be able to provide strong day-to-day server and workstation support.

DOCUMENTATION
  • Prepare accurate and timely reports.
  • Document technical knowledge in the form of notes and manuals.
  • Ensure the creation and maintenance of all written documentation, including system and user manuals, company wiki, license agreements, warranties, and modifications & upgrades.

VENDOR MANAGEMENT
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Requirements
Years of Relevant Experience- 2+ years

Education & Certifications-
  • We prioritise skills over degrees but B.E (Computer Science/ Computer Engg/ IT Engg.), MCA or equivalent education and experience is a bonus.
  • Progressive IT experience, including experience in a multi-office environment.
  • Some sort of certification and/or training on Mac based IT systems is highly desired.
Software and Applications-
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  • GSuite / Google Workspace, Microsoft Office 365
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  • Networking & Internet Technologies, Active Directory, Group Policy, DNS, DHCP, IIS, iSCSI, VPN
  • SaaS Applications, Business Apps & Tools (CRM, POS, CMS, ERP, ATS, HRMS etc.)
  • Knowledge of Adobe Creative Suite / Design software, Zoho products is a bonus.
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Nature / Personality
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  • A true “customer service” attitude is required along with excellent verbal/written communication skills, and strong time management/organisational skills.
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  • Should adhere to strict confidentiality in maintaining all company and client data.
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  • The ability to manage expectations in a deadline driven culture (where a feeling of urgency is the norm) is vital in this role.
  • Must possess a strong creative ability to apply IT to solve business problems.
  • Superior analytical, evaluative, technical, and problem-solving abilities.
Knowledge
  • IT Budget, Procurement and Vendor management.
  • IT Infrastructure Management.

Benefits
We offer competitive compensation and benefits.
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Subodh Popalwar's profile image

Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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