Cutshort logo
IT Industry  logo
AI Runtime Lead (LLM DevOps, PyTorch)
IT Industry
AI Runtime Lead (LLM DevOps, PyTorch)
IT Industry 's logo

AI Runtime Lead (LLM DevOps, PyTorch)

at IT Industry

Agency job
5 - 8 yrs
₹12L - ₹16L / yr
Bengaluru (Bangalore)
Skills
skill iconPython

Review Criteria:

Mandatory:

  • Strong AI Runtime Engineering (Lead / Staff) Profiles
  • Must have 4+ years of software engineering experience
  • Must have proven 1+ years of experience designing, building, and owning AI runtime infrastructure supporting distributed training and/or inference at scale
  • Must have hands-on experience optimizing deep learning runtimes such as PyTorch, TensorFlow, etc
  • Must have strong low-level performance engineering experience, including profiling, debugging, and optimizing system throughput, latency, and reliability
  • Must have experience leading or mentoring a team, including technical guidance, code reviews, and delivery ownership
  • Must have strong programming skills in Python, Java, C++ , etc


Preferred:

Experience with Kubernetes, Ray, TorchElastic, or custom AI job orchestration frameworks

Exposure to LLM training pipelines, checkpointing, elastic or distributed training orchestration


Role & Responsibilities:

As Lead/Staff AI Runtime Engineer, you’ll play a pivotal role in the design, development, and optimization of the core runtime infrastructure that powers distributed training and deployment of large AI models (LLMs and beyond). This is a hands-on leadership role - perfect for a systems-minded software engineer who thrives at the intersection of AI workloads, runtimes, and performance-critical infrastructure. You’ll own critical components of our PyTorch-based stack, lead technical direction, and collaborate across engineering, research, and product to push the boundaries of elastic, fault-tolerant, high-performance model execution.


What you’ll do:

Lead Runtime Design & Development:

  • Own the core runtime architecture supporting AI training and inference at scale.
  • Design resilient and elastic runtime features (e.g. dynamic node scaling, job recovery) within our custom PyTorch stack.
  • Optimize distributed training reliability, orchestration, and job-level fault tolerance.


Drive Performance at Scale:

  • Profile and enhance low-level system performance across training and inference pipelines.
  • Improve packaging, deployment, and integration of customer models in production environments.
  • Ensure consistent throughput, latency, and reliability metrics across multi-node, multi- GPU setups.


Build Internal Tooling & Frameworks:

  • Design and maintain libraries and services that support model lifecycle: training, check pointing, fault recovery, packaging, and deployment.
  • Implement observability hooks, diagnostics, and resilience mechanisms for deep learning workloads.
  • Champion best practices in CI/CD, testing, and software quality across the AI Runtime stack.


Collaborate & Mentor:

  • Work cross-functionally with Research, Infrastructure, and Product teams to align runtime development with customer and platform needs.
  • Guide technical discussions, mentor junior engineers, and help scale the AI Runtime team’s capabilities.


Ideal Candidate:

  • 5+ years of experience in systems/software engineering, with deep exposure to AI runtime, distributed systems, or compiler/runtime interaction.
  • Experience in delivering PaaS services.
  • Proven experience optimizing and scaling deep learning runtimes (e.g. PyTorch, TensorFlow, JAX) for large-scale training and/or inference.
  • Strong programming skills in Python and C++ (Go or Rust is a plus).
  • Familiarity with distributed training frameworks, low-level performance tuning, and resource orchestration.
  • Experience working with multi-GPU, multi-node, or cloud-native AI workloads.
  • Solid understanding of containerized workloads, job scheduling, and failure recovery inproduction environments.
Read more
Users love Cutshort
Read about what our users have to say about finding their next opportunity on Cutshort.
Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
Companies hiring on Cutshort
companies logos

Similar jobs

Bengaluru (Bangalore)
3 - 10 yrs
₹15L - ₹20L / yr
skill iconReact.js
skill iconC#
MVC Framework
skill iconAngularJS (1.x)
skill icon.NET
+2 more

Responsibilities:


Develop and maintain front-end applications using Razor View (MVC) in C#, JavaScript, jQuery, and React / Angular.

Design and implement robust backend services using C# focusing on Rest APIs and integrating third-party APIs.

Work with databases like Microsoft SQL, with a focus on gradually adopting NoSQL solutions.

Create and maintain reporting solutions using SSRS, Crystal Reports, and Power BI.

Design and manage ETL processes and data warehousing solutions using SSIS and SSAS.

Collaborate with cloud infrastructure teams to deploy and maintain solutions on Azure, AWS, and Private Cloud environments.

Ensure code quality and performance optimization through regular reviews and updates.

Work in an Agile environment, actively participating in sprints, code reviews, and team meetings.

Ideal Candidate

Proficiency in front-end technologies such as Razor View (MVC), JavaScript, jQuery, and React / Angular.

Strong backend development experience in C# using the Design First and Code First approaches.

Experience with RESTful API development and integration of third-party APIs.

Familiarity with Microsoft SQL and NoSQL databases.

Hands-on experience with reporting tools like SSRS, Crystal Reports, and Power BI.

Knowledge of ETL and data warehousing tools, particularly SSIS and SSAS.

Experience with cloud platforms like Azure, AWS, and Private Cloud.

Solid understanding of software development principles and practices.

Experience with Power BI or other BI tools for data visualization.

Knowledge of Python, Spark, or Databricks for advanced data processing

Read more
Incruiter
at Incruiter
1 recruiter
Harshavardhan  Kanuru
Posted by Harshavardhan Kanuru
Bengaluru (Bangalore)
4 - 8 yrs
₹6L - ₹10L / yr
Recruitment/Talent Acquisition
Team Management
Sourcing
Screening
Negotiation
+1 more

ABOUT INCRUITER

InCruiter is a fast-growing AI-powered Stack Interview Intelligence Platform helping organizations hire smarter and faster using automation and AI-driven intelligence. With six products spanning interviewing, assessment, and hiring automation, we’re redefining how companies recruit at scale.

InCruiter is a market leader and one of India’s Top 3 players in this segment, with a wide range of clients across domestic and international markets. Our major clientele includes some of the large enterprises and Startups like EXL, Welspun, Dentsu, Manhattan Associates, ArcelorMittal, Telstra, Siemens, and so on.

 

ROLE OVERVIEW

 

Position Name: TA Specialist

Experience     : Min. 2+ Yrs

CTC                  : As per company standards.

We are looking for a passionate and high-energy Talent Acquisition Specialist who thrives in a fast-paced startup ecosystem. The ideal candidate brings hands-on experience hiring across IT and non-IT roles, loves solving hiring challenges creatively, and enjoys working closely with dynamic business teams to build a world-class team.

If you are someone who wants to grow fast, experiment, and own end-to-end hiring, this role is for you.


EXCITED ABOUT YOUR TASKS?

●     Manage end-to-end recruitment lifecycle – sourcing, screening, interviewing, and closing candidates across tech and non-tech functions.

●     Partner with hiring managers to understand role requirements and design effective hiring strategies.

●     Use LinkedIn, job portals, referrals, communities, and social platforms to attract the best talent.

●     Write engaging JD and social hiring content that reflects our startup culture.

●     Conduct initial screening interviews to assess skills, attitude, and culture fit.

●     Maintain and update candidate pipelines and dashboards using ATS or spreadsheets.

●     Coordinate interviews, feedback loops, and offer rollouts smoothly and quickly.

●     Support employer branding initiatives and help create a positive candidate experience.

●     Work flexibly with changing priorities, tight timelines, and weekend drives when needed.

●     Stay up-to-date with market trends, compensation benchmarks, and sourcing best practices.

WHAT WILL YOU NEED TO SUCCEED?

●     1–3 years of experience in recruitment / TA, preferably in a startup or fast-moving environment.

●     Experience hiring for both IT (developers, engineers, PMs) and non-IT roles (marketing, operations, HR, finance, etc.).

 

●     Excellent communication, interpersonal, and coordination skills.

●     Fast learner who can adapt quickly to evolving business needs.

●     Confident, proactive, and target-driven with a “get-things-done” attitude.

●     Comfortable with flexible working hours and ownership of outcomes.

●     Prior experience using LinkedIn Recruiter, Naukri, or ATS tools is an advantage.

●     Graduate/Postgraduate in HR, Business Administration, or related field (preferred but not mandatory).

●     Passionate about connecting the right people to the right roles.

●     Self-motivated and thrives in ambiguity.

●     Balances speed with quality.

●     Team player with a positive and empathetic approach.

Read more
Client
at Client
2 candid answers
Priyanka Malik
Posted by Priyanka Malik
Noida
5 - 10 yrs
₹10L - ₹25L / yr
Debugging

Location: Noida (Work from Office)

Experience: 5+ Years

Working Hours: 12:00 PM – 9:00 PM IST

About the Role

We are looking for a Zoho Expert Developer who has hands-on experience building applications and products from scratch on the Zoho ecosystem. The ideal candidate should deeply understand Zoho’s architecture, be comfortable with custom development, and be capable of owning end-to-end solution design, development, and training.

This is a senior, individual-contributor role with strong ownership and mentoring responsibilities.

Key Responsibilities

Design, develop, and deploy custom applications and products on Zoho (from scratch)

Work extensively on Zoho Creator, Zoho CRM, Deluge scripting, APIs, and integrations

Build scalable workflows, automations, custom modules, and extensions within Zoho

Integrate Zoho with third-party systems using REST APIs and webhooks

Understand business requirements and translate them into robust Zoho solutions

Optimize performance, security, and data architecture within Zoho apps

Provide technical guidance and training to internal teams and junior developers

Participate in solution discussions with clients and internal stakeholders

Create technical documentation, best practices, and reusable components

Required Skills & Experience

5+ years of hands-on experience working on Zoho platform

Proven experience building Zoho apps/products from scratch

Strong expertise in:

Zoho Creator

Zoho CRM (customization & extensions)

Deluge scripting

Zoho APIs & integrations

Experience with complex business logic, automation, and workflows

Strong understanding of Zoho architecture and limitations

Ability to debug, optimize, and enhance existing Zoho solutions

Excellent communication skills in English (verbal and written)

Comfortable explaining technical concepts and training others

Experience working directly with clients or business stakeholders is a plus

Good to Have

Zoho certifications

Experience with Zoho One ecosystem

Exposure to product-based or SaaS development

Experience mentoring or leading small technical teams.

Read more
VDart
VDart
Agency job
via VDart by Don Blessing
Pune
4 - 8 yrs
₹10L - ₹15L / yr
Fullstack Developer
skill iconReact.js
skill iconNodeJS (Node.js)
SQL
NOSQL Databases
+6 more

Full Stack Developer (Node.js & React)

Location: Pune, India (Local or Ready to Relocate)

Employment Type: 6–8 Month Contract (Potential Conversion to FTE Based on Performance)


About the Role

We are seeking a highly skilled Full Stack Developer with expertise in Node.js and React to join our dynamic team in Pune. This role involves designing, developing, and deploying scalable web applications. You will collaborate with cross-functional teams to deliver high-impact solutions while adhering to best practices in coding, testing, and security.


Key Responsibilities

  • Develop and maintain server-side applications using Node.js (Express/NestJS) and client-side interfaces with React.js (Redux/Hooks).
  • Architect RESTful APIs and integrate with databases (SQL/NoSQL) and third-party services.
  • Implement responsive UI/UX designs with modern front-end libraries (e.g., Material-UI, Tailwind CSS).
  • Write unit/integration tests (Jest, Mocha, React Testing Library) and ensure code quality via CI/CD pipelines.
  • Collaborate with product managers, designers, and QA engineers in an Agile environment.
  • Troubleshoot performance bottlenecks and optimize applications for scalability.
  • Document technical specifications and deployment processes.


Required Skills & Qualifications

  • Experience: 3+ years in full-stack development with Node.js and React.
  • Backend Proficiency:
  • Strong knowledge of Node.js, Express, or NestJS.
  • Experience with databases (PostgreSQL, MongoDB, Redis).
  • API design (REST/GraphQL) and authentication (JWT/OAuth).
  • Frontend Proficiency:
  • Expertise in React.js (Functional Components, Hooks, Context API).
  • State management (Redux, Zustand) and modern CSS frameworks.
  • DevOps & Tools:
  • Git, Docker, AWS/Azure, and CI/CD tools (Jenkins/GitHub Actions).
  • Testing frameworks (Jest, Cypress, Mocha).
  • Soft Skills:
  • Problem-solving mindset and ability to work in a fast-paced environment.
  • Excellent communication and collaboration skills.
  • Location: Based in Pune or willing to relocate immediately.


Preferred Qualifications

  • Experience with TypeScript, Next.js, or serverless architectures.
  • Knowledge of microservices, message brokers (Kafka/RabbitMQ), or container orchestration (Kubernetes).
  • Familiarity with Agile/Scrum methodologies.
  • Contributions to open-source projects or a strong GitHub portfolio.


What We Offer

  • Competitive Contract Compensation with timely payouts.
  • Potential for FTE Conversion: Performance-based path to a full-time role.
  • Hybrid Work Model: Flexible in-office (Pune) and remote options.
  • Learning Opportunities: Access to cutting-edge tools and mentorship.
  • Collaborative Environment: Work with industry experts on innovative projects.


Apply Now!

Ready to make an impact? Send your resume and GitHub/Portfolio links with the subject line:

"Full Stack Developer (Node/React) - Pune".

Local candidates or those relocating to Pune will be prioritized. Applications without portfolios will not be considered.


Equal Opportunity Employer

We celebrate diversity and are committed to creating an inclusive environment for all employees.

Read more
Anvaya Info Solutions Pvt Ltd
at Anvaya Info Solutions Pvt Ltd
2 candid answers
Varshini Anvaya
Posted by Varshini Anvaya
Remote, Bengaluru (Bangalore), Hyderabad, Coimbatore
5 - 7 yrs
₹40L - ₹45L / yr
skill iconReact.js
Express.js
RESTful APIs
Web API

Exp: 5 - 7 Years

CTC: 40-45 LPA

Notice Period: Only Immediate joinees

Candidates must have experience working in product-based companies.

He should have spent at least half of his total experience in product-based companies.

● Experience: 5+ years of experience in front-end development with significant experience using ReactJS and its ecosystem (Redux, React Router, etc.).

● Leadership: Proven ability to take the lead on complex projects, guide junior developers, and drive technical decision-making.

● Problem Solving: Strong analytical and problem-solving skills with the ability to work through complex issues and deliver creative solutions. ● Collaboration: Excellent communication skills with the ability to collaborate effectively with cross-functional teams, including UX/UI designers, back-end engineers, and product managers. Technical Skills Required:

● ReactJS 16+: Deep expertise in ReactJS, including lifecycle methods, hooks, functional components, and performance optimization techniques.

● Redux: Advanced knowledge of Redux for managing and debugging application state, including middleware like Redux Thunk or Redux Saga for handling async actions.

● Typescript: Proficiency in TypeScript for building strongly typed and scalable applications, with a focus on maintainability and reducing runtime errors.

● NodeJS & ExpressJS: Solid experience in using NodeJS and ExpressJS for building RESTful services, handling HTTP requests, and integrating with various APIs.

● Material UI: Strong experience with Material UI to build rich, responsive, and intuitive user interfaces while adhering to design principles.

● RESTful APIs: Expertise in designing, consuming, and optimizing REST APIs to enable efficient data transfer between client and server.

● Version Control: Proficient in Git and GitHub/Bitbucket for source control and version management.

● Testing: Familiarity with unit testing frameworks and methodologies for front-end development (e.g., Jest, React Testing Library).

● Build Tools &a Bundlers: Experience with modern build tools like Webpack, Babel, and bundling tools for optimizing the front-end codebase."

Good to have "Preferred Qualifications:

● Cloud Technologies: Experience deploying and maintaining applications on cloud platforms such as AWS, Azure, or GCP.

● CI/CD Pipelines: Familiarity with continuous integration and continuous deployment pipelines, with experience in tools such as Jenkins, CircleCI, or GitHub Actions.

● Mobile Development: Familiarity with mobile-first design principles and responsive web design (RWD), as well as experience building applications that work across desktop tablet, and mobile devices." Roles & Responsibilities "

● End-to-End Product Ownership: Take ownership of the development and evolution of core product features from conception through to launch, ensuring they meet both functional and non-functional requirements.

● Collaborative Design & Development: Partner with product managers, UX/UI designers, and back-end engineers to architect and implement scalable, user-centric, and highly performant ReactJS applications. ● User-Centric Development: Understand customer needs and translate them into effective, intuitive user experiences. Participate in user research, A/B testing, and iterative product improvement.

● ReactJS Development: Lead the design and development of complex web applications using ReactJS 16+ and ensure high performance and scalability across different browsers and platforms.

● State Management with Redux: Architect and implement Redux-based solutions to manage application state in large-scale, high-performance applications.

● Typescript Expertise: Utilize Typescript for type-safe, scalable, and maintainable front- end code, ensuring a seamless development experience.

● Backend Integration: Use NodeJS and ExpressJS to create efficient server-side functionality, integrate with RESTful APIs, and ensure smooth front-end to back-end communication.

● UI Design with Material UI: Create clean, user-friendly interfaces using Material UI components, ensuring an elegant and responsive design that meets user expectations.

● Code Quality: Write clean, reusable, and modular code following best practices. Continuously refactor and optimize code for performance improvements.

● Collaboration & Mentorship: Collaborate with product managers, designers, and back- end developers to deliver user-centric features. Mentor and guide junior developers in the team.

● Agile Development: Work in an Agile development environment, actively participating in sprint planning, standups, and retrospectives to ensure timely delivery of features.

● Performance Optimization: Identify performance bottlenecks in the application and implement solutions to improve load times, responsiveness, and overall user experience. ● Cross-browser Compatibility: Ensure the web application works seamlessly across all modern browsers and devices, using responsive design principles.

Read more
Unacademy
at Unacademy
1 video
11 recruiters
Maithri Umesh
Posted by Maithri Umesh
Remote only
1 - 6 yrs
₹2.5L - ₹5.5L / yr
Field Sales
Direct sales
B2C Sales

Designation - Assistant Sales Manager

Role - Full Time

Experience - 6 Months - 4 Years

Location - Visakhapatnam, Hyderabad, Navi Mumbai, Rajkot, Vadodra, Surat, Hubli, Bellary, Gulbarga, Trichy, Calicut, Trivandrum, Pondicherry, Ludhiana, Jammu, Tirupati, Siddipet, Varanasi and Kanpur


Responsibilities

● Having in-depth knowledge of the Unacademy products

● Build a network of student ambassadors and influencers across various colleges in the

assigned region.

● Onboard student ambassadors and influencers across various colleges & institutes.

● Ideating and executing marketing campaigns in collaboration with student ambassadors

in onboarded colleges.

● Responsible for achieving monthly and quarterly targets

● Become a primary contact between the Unacademy, campus ambassadors & students.

● Address queries of the students about the product and services we are offering.

● Maintain and expand the client database within your assigned territory

Requirements and skills

● 6 months to 4 years of experience in field sales.

● Should be able to maintain a good relationship with the clients

● Ability to mentor and train students

● Experience in analyzing market trends and identifying customer needs

● Strong negotiation and influencing skills.

● Excellent communication skills

Read more
Progressive AI Data
Noida
1 - 4 yrs
₹2.5L - ₹5L / yr
Inside Sales
Sales
Lead Generation
Email Marketing
International sales
+2 more

Conduct outbound calls to potential clients based in the United States,


promoting our IT services and generating leads.


Build and maintain strong relationships with prospects to understand their


business needs and present appropriate solutions.


Achieve monthly targets.


Develop a deep understanding of our IT services and effectively


communicate their value to potential clients.


Stay up-to-date with industry trends and competitive landscape to effectively


position our services in the market.


Collaborate with the sales team to identify cross-selling and upselling


opportunities.


Maintain accurate and up-to-date records of all sales activities in the CRM


system.


Participate in regular sales meetings and provide insights and feedback on


market trends.


Read more
Getkart Pvt Ltd
at Getkart Pvt Ltd
1 recruiter
Pooja Jha
Posted by Pooja Jha
Delhi, Gurugram, Noida, Ghaziabad, Faridabad
3 - 5 yrs
₹5L - ₹12L / yr
skill iconMongoDB
NOSQL Databases
  • Designing, building, and automating the MongoDB Architecture for open-source MongoDB.

  • Good understanding of DB schema design, performance, tuning and capacity planning.
  • The ideal candidate has worked with modern open-source MongoDB platforms cloud deployment models and test-driven development in a fast-paced agile environment.
  • In depth understanding of data management e g permissions recovery security and monitoring Operational experience with MongoDB.
  • Data Modelling Operational experience with Indexes.
  • Good understanding of MongoDB replica set Op log and journals.
  • Provide advice and support to other development resources interacting with MongoDB.
  • Troubleshoot any problems that may come up with the database environments.
  • Skilled in performance tuning and optimization using native monitoring and troubleshooting tools.
  • Provide guidance in the creation and modification of standards and procedures.
  • Experience working with cloud database services a plus.
  • Experience working in an Agile Scrum environment.
  • Experience working in Aggregation in MongoDB.
  • Strong communication documentation skills and technology awareness.
Read more
Its a product based company. Headquarters is in Sweden.
Its a product based company. Headquarters is in Sweden.
Agency job
via Randstad India by Chandani Chouhan
Pune
3 - 5 yrs
₹10L - ₹20L / yr
ASP.NET
skill icon.NET
skill iconC#
skill iconHTML/CSS
ASP.NET MVC
+1 more

Technical skills: 

  • Well documented experience with .NET framework and C#
    • Well documented experience with http://asp.net/">ASP.NET MVC
    • Experience with JavaScript libraries (for example jQuery) 
    • Experience with HTML, JavaScript and CSS 
    • Experience with integrating and developing web services (REST, WCF) 
    • Experience with Unit and Integration testing 
    • Experience with system design and requirement analysis 
    • Knowledge about ORM frameworks (for example Entity Framework) 
    • Good understanding on how to develop stable, high performing and maintainable high scale systems 

 

Bonus: 

  • Experience with Test Driven Development
    • Experience with Domain Driven Design
    • Experience with JavaScript frameworks (for example AngularJS) 
    • Experience with UI frameworks (for example Twitter Bootstrap) 
    • Experience with mobile application development 
Read more
Arrowbench Solutions Pvt Ltd
at Arrowbench Solutions Pvt Ltd
1 video
2 recruiters
Ashok S
Posted by Ashok S
Bengaluru (Bangalore)
2 - 5 yrs
₹3L - ₹5L / yr
skill iconJavascript
skill iconHTML/CSS
skill iconjQuery
skill iconAngularJS (1.x)
AJAX
+2 more
An ideal Front End Engineer would have 2+ years of experience in building highly scalable UI on the Web/Mobile Good understanding of how the web works and it's underlying communication protocols. Experience with broad range of UI frameworks, libraries and tools including AngularJS, JQuery, SASS etc. Experience in creating complex dashboards and charts working with huge data from backend. Good understanding of asynchronous request handling, partial page rendering, UI performance and security. Good in conceptualizing and coming up with UI designs. Should have good communication skills.
Read more
Why apply to jobs via Cutshort
people_solving_puzzle
Personalized job matches
Stop wasting time. Get matched with jobs that meet your skills, aspirations and preferences.
people_verifying_people
Verified hiring teams
See actual hiring teams, find common social connections or connect with them directly.
ai_chip
Move faster with AI
We use AI to get you faster responses, recommendations and unmatched user experience.
Did not find a job you were looking for?
icon
Search for relevant jobs from 10000+ companies such as Google, Amazon & Uber actively hiring on Cutshort.
companies logo
companies logo
companies logo
companies logo
companies logo
Get to hear about interesting companies hiring right now
Company logo
Company logo
Company logo
Company logo
Company logo
Linkedin iconFollow Cutshort
Users love Cutshort
Read about what our users have to say about finding their next opportunity on Cutshort.
Shubham Vishwakarma's profile image

Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
Companies hiring on Cutshort
companies logos