Graphic Designer

Location: Bangalore

Experience: 3-5 years

Type: Full-time | On-site

Start: Immediate

Why this role exists

Most companies are using LLMs.

Very few are building an advantage from them.

Right now, LLM cost is our largest margin constraint, and model behavior is still too generic to be defensible.

This role exists to:

• Turn LLM usage into a cost-efficient system
• Build compounding intelligence across accounts
• Create a differentiated analysis layer that competitors can’t replicate

What you’ll do

You will not just build models.

You will own the intelligence and cost structure of the platform.

1. Drive down LLM cost dramatically

• Reduce cost per interaction from ₹40 → ₹2 within 6 months
• Implement:
• Model tiering (right model for the right task)
• Caching strategies (semantic + response caching)
• Batching and async processing
• PTU / reserved capacity optimization
• Ensure performance does not degrade while reducing cost

2. Optimize infrastructure spend

• Reduce cloud spend from ₹20L/month → ₹4L/month
• Work across infrastructure layers (Azure / compute / inference)
• Balance:
• Latency
• Cost
• Throughput
• Treat infra as a first-class optimization problem

3. Build the fine-tuning and learning pipeline

• Design systems where:
• Every interaction improves future performance
• Build pipelines for:
• Fine-tuning
• Feedback loops
• Continuous model improvement
• Ensure the 5th customer deployment is structurally better than the 1st

4. Create a differentiated intelligence layer

• Build analysis systems that:
• Extract signals from interactions
• Improve decision-making
• Drive outcome improvements
• Move beyond responses → insight + action

5. Enable new AI-native product categories

• Identify opportunities where:
• AI enables workflows that were not previously possible
• Build foundational ML capabilities to unlock those categories
• Focus on creation, not just efficiency

6. Commoditize LLM usage internally

• Abstract complexity of LLM usage from product teams
• Build internal systems where:
• Cost is predictable
• Performance is consistent
• Make LLM usage a reliable utility layer

What success looks like

• Cost per interaction drops to ₹2 or lower
• Infrastructure spend reduces 5x without performance loss
• Model performance improves with every deployment
• Platform develops a clear intelligence advantage
• New AI-native capabilities become possible due to your systems

Who you are

• You have 3-5 years of experience in ML / applied AI / systems engineering
• You have worked with:
• LLMs
• Inference optimization
• Production ML systems
• You think in:
• Systems
• Trade-offs (cost vs latency vs quality)
• You care about real-world impact, not just model metrics

What will make you stand out

• Experience with:
• LLM optimization (prompting, fine-tuning, distillation)
• Distributed systems or infra-level optimizations
• High-scale inference systems
• Built systems that:
• Reduced cost significantly
• Improved performance over time
• Strong understanding of:
• Caching strategies
• Model routing
• Evaluation frameworks

Why join

• You will directly impact company margins and scalability
• Your work defines whether we have a defensible ML advantage
• You will build systems that move from:
• Generic AI usage → compounding intelligence

What this role is not

• Not research-only
• Not experimentation without production impact
• Not isolated from product and business outcomes

What this role is

• A builder of ML systems at scale
• A driver of cost and performance optimization
• A creator of long-term competitive advantage

One question to self-evaluate

Can you build ML systems that get cheaper, smarter, and more valuable with every interaction?

Top college graduate with experience in Founder’s Office / GTM Strategy / Growth / Strategy / Operations / Revenue Ops roles, preferably in startup or high-growth environments

Mandatory (Experience 1): Must have 6+ years of experience in roles such as Founder’s Office, GTM Strategy, Growth, Strategy, Consulting, Revenue Ops, Startup leadership, VC, or Ex-Founder roles

Mandatory (Experience 2): Must have direct experience working with founders and/or senior leadership, owning high-impact initiatives with end-to-end responsibility

Mandatory (Experience 3): Must have hands-on team leadership experience, with direct people management responsibility for a minimum of 2 team members.

Mandatory (Experience 4): Must have played a key role in scaling journeys such as 0→1, 1→10, or 1→100, including building processes, charters, and execution frameworks from scratch

Mandatory (Experience 5): Must demonstrate strong first-principles thinking with hands-on execution, not limited to advisory or planning-only roles

Mandatory (Graduation): Undergraduation from Top 7 IITs (Kharagpur, Mumbai, Madras, Kanpur, Delhi, Roorkee, Guwahati) or BITS Pilani – Pilani campus

Mandatory (Graduation Year): Candidates should have graduated between 2015 and 2020

Mandatory (Current CTC): Should be greater than 35L.

Mandatory (Note) : Product Managers' profiles will not be considered for this role.

Mandatory (Overall Experience): Candidate’s overall experience should not exceed 12 years.

• Strong Senior UI/UX Product Designer profile – IC Role in B2C Mobile Apps
• Mandatory (Experience 1): 4+ YOE as a Product Designer, UI/UX Designer, or Mobile App Designer with strong IC ownership in tech/startup environments
• Mandatory (Experience 2): Strong experience as a Fullstack Product Designer (UI + UX) for Mobile Apps (especially Android)
• Mandatory (Core Skill 1): Must be highly proficient in Figma - able to create wireframes, user flows, high-fidelity mockups, and micro-interactions from scratch
• Mandatory (Portfolio): Strong UI/UX portfolio of B2C Mobile Apps; Portfolio should reflect strong UI, Interaction, Visual Design skills (UI Heavy portfolio) (preferably launcher/utility/feed-driven apps)
• Mandatory (Company): B2C product companies
• Mandatory (Exclusion): Payment gateway companies

Preferred Companies

B2C Product Companies List: Ultrahuman, boAt, Noise, Fire-Boltt, Mamaearth, Nykaa, Purplle, SUGAR Cosmetics, mCaffeine, CRED, Paytm, PhonePe, Amazon India, Flipkart, Meesho, Tata 1mg, Practo, PharmEasy, HealthifyMe, Cult.fit, Groww, Zerodha, Upstox, Dream11, MPL (Mobile Premier League), WinZO, Ather Energy, Wakefit, SleepyCat, Urban Company, ShareChat, Moj, Dailyhunt, Koo, Chingari, Josh (VerSe Innovation), BYJU’S, Unacademy, Vedantu, Cuemath, Embibe

• At least 3 years' experience as a Node.js developer.
• Extensive knowledge of JavaScript, web stacks, libraries, and frameworks.
• Mandatory experience in MongoDB and MySql.
• Knowledge of front-end technologies such as HTML5 and CSS3.
• Superb interpersonal, communication, and collaboration skills.
• Exceptional analytical and problem-solving aptitude.

JOB DESCRIPTION:

 Roles and Responsibility :

• Lead and build the team in development
• Participate in the technical design of projects we made for our Clients
• Supervise and write efficient and reliable code; use best practices with our team
• Organize and participate code reviews
• Setup unit and integration tests
• Architecture and design of reusable server components
• Developing high performing REST APIs for application functionality
• Develop and maintain scalable server architecture serving millions of users every day.
•  

Must Have Skill Sets :

• Should have 5+ years of experience in Mobile/web server and application development
• Mandatory: Strong development skills in Python ,Node.js, Typescript, Django Rest Framework, Linux, MongoDB
• Experience with client technologies like JavaScript, CSS3, HTML5, bootstrap, Angulars, React, Android App a plus
• Strong knowledge of data structures and computer fundamentals
• An ability to refract and understand large and separate code bases
• Experience with third-party libraries and APIs
• Forward-looking on potential technology choices
• Experience in building highly scalable, reliable systems
• Team handling experience.
  
  
  

Core areas of work:

• Creating product inspiration pieces and demos for the ad products we develop
• Design, update and manage the website together with the design team
• Support Product Marketing with timely and effective marketing collaterals
• Drive the internal brand agenda for employees, brand and business
• Design for social media.
• Design presentation decks for Sales and Marketing

You are the one, if:

• You are attentive to details and an extra space ticks you off.
• You value time
• You are good at expressing your thoughts, be it in any form - written, verbal or visual.
• A good challenge exites and motivates you.
• You have some understanding of the digital advertising/marketing ecosystem. If not, you are someone who is keen to learn.
• You can independently handle projects and take them from concept to execution.
• You are passionate about something outside of work.
• You have realised that I misspelt 'excites' in point no. 4

Responsibilities

§Implement assigned user stories within project schedule.

§Execute unit testing using automated unit test frameworks.

§Collaborate with team to identify and fix technical issue.

Job Description

§Experience in Java/J2EE, web framework (Spring, Hibernate) and web services.

§Hands-on with core Java and Spring MVC.

§Hands-on experience to implement and manage REST and Micro services.

§Familiar with DevOps pipelines.

§Experience in Agile development methodology like Scrum and test-driven Development.

§Good communication skill.

• Own the lifecycle of users from on-boarding, setup, to the day-to-day support, including serving as front-line for issues on the ongoing engagements.
• Crafting delightful user experiences around user on-boarding and support, such as ticketing, support channels, and customer communications.
• Tracking metrics and measurements of user engagement and behavior.
• Crafting well-written user-facing communications and documentation.
• Translating user feedback and needs to well-scoped requirements, and collaborating with Engineering to deliver them.
• For the first 6-9 months, expect a lot of hands-on, detail-oriented work, often requiring your exposure to other areas like sales/account management, including occasionally plugging in on for other functions.
• In the mid-to-long-term, expect an increasing amount of specialization into a deeper role, with the possibility of eventually building and scaling a team.