
Director of Engineering — Flights Platform
AI-First Travel Commerce · High-Scale Distributed Systems · Marketplace Infrastructure
🌏 The Problem Space
A flight search looks trivially simple. It is anything but.
Every query you fire triggers a choreography of distributed systems operating in real-time — integrating with a dozen airline GDS/NDC providers, computing dynamic fares across inventory buckets and fare rules, ranking thousands of itineraries by relevance and business intent, and returning a ranked, priced, bookable result set — all in under 100ms.
→ Millions of search queries per minute
→ <100ms end-to-end SLA with external API dependencies
→ High-value transactions — a bug here means a missed booking, not a failed render
→ Pricing errors erode trust faster than any other failure mode
We are rebuilding the Flights platform as a real-time commerce engine for Bharat — AI-native from day zero, built to power both B2C consumer journeys and high-stakes B2B enterprise corridors.
This is a once-in-a-decade opportunity to build national-scale flight infrastructure from first principles.
🧠 What You Will Own
You will own the full Flights platform — systems, architecture, and the teams that build them.
Core System Domains:
•Search Systems — high-throughput, low-latency query pipelines returning ranked, bookable options
•Pricing & Fare Engine — dynamic pricing logic, fare rules, promotional overlays, and real-time validation
•Booking & Ticketing — transaction-critical flows requiring strict consistency, idempotency, and zero data loss
•Airline Integrations — managing unreliable external GDS/NDC APIs with retries, circuit-breakers, and reconciliation
•Post-Booking Flows — cancellations, modifications, refunds — correctness at the margin is non-negotiable
Platform Scope:
•High-scale APIs serving consumer apps, B2B enterprise clients, and third-party partners
•Event-driven state machines managing booking workflows across async boundaries
•Observability and reliability infrastructure across all mission-critical flows
Team Scope:
•Lead 15–30+ engineers across multiple product and platform teams
•Manage Engineering Managers and Principal/Staff engineers
•Own hiring, org design, and technical direction
⚙️ Core Engineering Challenges
This role is fundamentally about making the right trade-offs under uncertainty — at scale.
Latency vs. Accuracy — when do you serve a cached fare vs. call a live airline API?
Availability vs. Consistency — graceful degradation at booking time vs. strict price validation
Cost vs. Performance — when is an external API call worth it vs. a cache hit?
Scalability vs. Simplicity — the best system is the one your team can reason about under incident
🤖 AI-First Engineering
AI is not an afterthought. It is load-bearing architecture.
•LLM-powered pricing intelligence — dynamic fare prediction and demand signals
•RAG pipelines for fare rules, refund policy, and support automation
•Agentic booking resolution workflows — autonomous exception handling at scale
•MCP-based orchestration layers for multi-provider integration
⚖️ Key Responsibilities
Architecture & Distributed Systems
•Design and evolve sub-100ms distributed query systems serving millions of concurrent searches
•Build fault-tolerant booking pipelines with strong consistency and durability guarantees
•Drive Kafka-based event architectures for booking state management
Reliability & Observability
•Own 99.99%+ availability for booking and pricing systems
•Build deep observability — metrics, distributed tracing, structured logging, SLOs/SLAs
•Lead post-incident reviews and drive systemic reliability improvements
Business Partnership
•Partner with Product, Revenue, and Partnerships to translate commercial goals into architecture
•Influence platform roadmap, supplier strategy, and long-term technical investment
🛠️ Technology Stack
Backend: Java · Kotlin · Go · Python
Architecture: Microservices · Event-Driven (Kafka) · gRPC
Data: Redis · Aerospike · DynamoDB · Elasticsearch
Cloud: AWS (EKS, EC2, S3)
Observability: Prometheus · Grafana · OpenTelemetry
👤 Who You Are
•12–16 years in backend/distributed systems; 5+ Years in an Engineering Leadership role, led teams of 15–50 engineers
•Built and scaled large B2C + B2B platforms — Travel Tech, FinTech, or high-scale Consumer
•Deep expertise in real-time systems, marketplace dynamics, and external API integration
•Tier-I institute background strongly preferred (IIT / IIIT / NIT / IISC / BITS / VIT / SRM — CSE/ISE)
🚀 Why This Matters
Build national-scale infrastructure for 1.4 billion people
Sit at the intersection of AI · distributed systems · marketplace economics
Define the future of travel commerce in India — from architecture to product

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Hello Candidate,
Hope you're doing well!
We have an exciting opening for the Community Manager (On-Site) role at Miror, offering strong growth potential and a dynamic work environment.
If you're interested or know someone who might be, feel free to reach via job posting. Looking forward to connecting!
Job Title: Community Manager (On-Site)
Location: Bangalore
Brand: Miror – A FemTech Brand for Women’s Health
Experience: 5–8 Years
Company Overview:
Miror is a unique Femtech platform dedicated to providing 360-degree care to women in their Perimenopause and Menopause journey. Over the past year, we have achieved awesome traction and growth. Our WhatsApp community on this subject is India’s largest, our social media presence has grown exponentially from 160 to over 55K,, we have established collaborations with the National Health Mission, the Govt of Karnataka, and the Indian Menopause Society. Our technology-laden App offers comprehensive care and resources, including links to Labs, Doctors, the latest information, games, quizzes, and fitness trackers and our multi symptom product which is 2 months old is getting repeat order. We know we will achieve our Unicorn goal of over a Billion USD in valuation. Learn more about our mission and multilingual support at www.miror.in
Role Overview
We are looking for an experienced Community Manager to lead and scale Miror’s online and offline women’s health community. This role will focus on growing engagement across Miror’s app, website forums, and Facebook community, fostering meaningful connections, and collaborating with doctors, wellness experts, and advocates to create a trusted and supportive space for women navigating PCOS, perimenopause, and menopause.
The ideal candidate is strategic yet hands-on, has a proven track record in community growth and moderation, and understands the nuances of building safe, inclusive, and engaging digital spaces for women.
Key Responsibilities
Community Strategy & Growth
· Develop and execute strategies to scale the community across Miror’s app, website, and Facebook group.
· Design growth campaigns, onboarding flows, and referral programs to attract and retain members.
· Build and manage partnerships with women’s health organizations, NGOs, and advocacy groups to expand reach.
Engagement & Content Programming
· Plan and execute weekly and monthly engagement calendars including polls, challenges, expert Q&As, and live sessions.
· Work closely with doctors, dietitians, fitness trainers, and psychologists to bring credible, engaging content to the community.
· Moderate conversations to ensure the community remains a safe, supportive, and inclusive space for women.
Expert & Partner Collaboration
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Community Operations & Analytics
· Monitor member sentiment, activity levels, and discussion trends to inform strategy.
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· Manage community guidelines, moderation policies, and escalation protocols to maintain trust and safety.
On-Site Role
Work from Miror’s Bangalore office to collaborate closely with marketing, product, and partnerships teams.
Coordinate community-driven offline events, workshops, and meet-ups to strengthen connections between members.
What We’re Looking For
· Experience: 5–8 years in community management, ideally with health, wellness, or women-focused brands.
· Platform Expertise: Proven experience managing communities on Facebook, web forums, and apps.
· Tone & Sensitivity: Ability to navigate sensitive health topics with empathy and professionalism.
· Partnerships: Skilled in working with doctors, wellness experts, and thought leaders.
· Analytical Mindset: Comfortable using data to inform engagement strategies and demonstrate ROI.
· People Person: Strong interpersonal skills with the ability to build trust and inspire participation.
How to reach me?
Connect with me on chat here!
Best Regards,
Indrani Dutta
Senior HR Manager
www.miror.in
ABOUT THE ROLE
We are looking for a driven and relationship-focused Account Executive to join our growing team. In this role, you will be the primary point of contact for an assigned portfolio of enterprise and mid-market clients, responsible for deepening those relationships, identifying expansion opportunities, and ensuring our QA outsourcing solutions continue to deliver measurable value. Alongside your existing-client responsibilities, you will actively pursue and close new business to expand our customer base.
Client Development & Retention
- Serve as the dedicated relationship owner for a portfolio of existing accounts, building trust at multiple stakeholder levels including C-suite, engineering, and procurement.
- Conduct regular business reviews (QBRs) to assess client satisfaction, present performance metrics, and align on strategic goals.
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New Business Development
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- Lead end-to-end sales cycles: prospecting, discovery, solution scoping, proposal development, negotiation, and contract close.
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We're looking for a Design Engineer who understands the world of CAD and engineering software, someone who can translate complex mechanical engineering workflows into intuitive, powerful interfaces that feel native to the engineers who use them.
This is not about disrupting how engineers work, it's about amplifying them. You'll design desktop applications and web platforms that mechanical engineers recognize and trust, drawing inspiration from tools like SolidWorks, Autodesk Fusion, CATIA, and ANSYS. You'll work directly with our CEO and CTO, collaborating daily with mechanical engineers to craft experiences that feel intuitive from day one.
You'll own the end-to-end design experience: from user research and interaction design to visual design and branding. You'll help define and evolve Hanomi's design language where CAD wireframes meet abstract art, technical precision meets creative possibility, and every element asks:Does this show mastery? Does this inspire innovation? Does an engineer see themselves here?
Responsibilities
Product Design
• Design and iterate on our desktop application and web platform, creating interfaces that
mechanical engineers find intuitive and powerful
• Study and internalize the UX patterns of established CAD tools (SolidWorks, Fusion 360,
CATIA, NX, ANSYS) to create familiar, frictionless workflows
• Own the complete design process from user research and wireframing through high-fidelity
prototypes and production-ready specifications
• Conduct user research with mechanical engineers to deeply understand their workflows,
pain points, and mental models
• Create interaction patterns for complex CAD operations: file handling, assembly navigation,
tolerance specification, drawing generation, and manufacturing context input
Brand & Visual Design
• Evolve and maintain Hanomi's visual identity across all touchpoints product, marketing,
sales materials, and documentation
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technical precision meeting creative possibility) into cohesive visual experiences
• Create visual assets that resonate with engineering audiences where every element
communicates mastery and inspires innovation
Collaboration
• Work directly with the CEO and CTO on product vision and strategy
• Collaborate closely with mechanical engineers on the team to ensure designs respect and
enhance engineering workflows
• Partner with engineering to ensure designs are implemented with fidelity and technical
feasibility
• Contribute to defining product requirements and prioritization based on user insight
Requirements
Experience
• 4–6 years of experience in product design, UX design, or design engineering
• Previous work at CAD, PLM, simulation, or engineering software companies (e.g., Autodesk,Dassault Systèmes, Siemens, PTC, ANSYS, Altair, or similar)
• Proven experience designing desktop applications understanding the unique patterns and
constraints of native app design vs. web
• Strong portfolio demonstrating end-to-end ownership of design projects, from research
through shipped product
Skills
• Deep understanding of engineering workflows and the mental models of mechanical
engineers, manufacturing engineers, or designers
• Mastery of design tools: Figma for UI/UX design; familiarity with prototyping tools
• Experience with design systems building and maintaining component libraries that scale
• Strong visual design skills with attention to typography, color, spacing, and hierarchy
• Ability to communicate design decisions clearly to technical and non-technical stakeholders
Mindset
• Comfort operating in an early-stage environment with ambiguity and rapidly shifting priorities
• Genuine curiosity about manufacturing, engineering, and how physical products are
designed and made
• Willing to relocate to Bangalore and work in-person with the team
Preferred (Bonus)
• Front-end development skills (React, TypeScript, Electron, or similar)—ability to prototype or
implement your own designs
• Experience with 3D visualization, WebGL, or rendering technologies
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About AeroLeads:
- AeroLeads is a B2B SaaS product company used by 200,000 users globally. We are a 4-year-old startup that is bootstrapped and profitable.
- We are among the top 50 SaaS companies in India and growing by 10% monthly.
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About Founder:
The founder is a serial entrepreneur with 15 years of technology, software, sales, and marketing experience. He has a successful exit from earlier ventures and sold his last startup to a major Australian marketing company.
Are you the one ❤️?
We are looking for one -
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- Coordination: Coordinates closely with team to ensure effective execution of customer inquiries.
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- 4-5+ year experience in outbound/inbound sales, experience in an International SAAS market is a plus
- Willing to work in Night shifts (central time zone i.e 9.00 PM to 5.00 AM IST )
- Min Bachelors Degree
Looking for someone who are having food experience in DSA, Flutter and Dart.
Looking for Hyderabad region only.
• Develop new relationships and expand existing relationships to drive Consulting Services Sales
• Execute campaigns around core offerings to generate new revenue opportunities
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solutions that deliver on client needs
• Hands-on experience with proposal/RFP creation for client proposals/presentations
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• Reports on sales activity and forecast to senior sales management.
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• Strong leader that has track record of facilitating through your AEs to drive and close business
• Work closely with the technology team to assess market needs and development for individual
accounts
• Building a team and managing high growth and fast changes.
• A sales leader that can drive business in a multi-level enterprise company with a skill set of
working with C-Level Executives and IT
Our client is an Indian brand that competes with global giants in the space of smartphone accessories such as smart watches, wireless earbuds, bluetooth earphone, headphones, speakers and accessories for young Indian consumers.
Founded in 2014 and headquartered in Gurgaon, our client makes the latest personal technology accessories available and affordable.
They have been listed as best selling brand on Amazon and Flipkart for four years in a row and in 2019, they were the biggest Indian seller of wireless earphones in the country. Also, among the top 5 brands selling wireless earphones in India, they were the only Indian brand.
As a Manager - Product Innovation, you will be responsible for managing and driving the entire product development process, both internally and externally, ensuring all stakeholder timelines and deliverables are met.
What you will do:
- Achieving product assortment goals while ensuring product quality and testing standards as well as margin expectations are met
- Working closely with ODMs to ensure production timelines & quality standards are met
- Working closely with sales to understand directive for customer projects, analyzing existing item sales and reviewing new product forecasts
- Vendor sourcing, negotiating for achieving cost effective purchase of raw materials/ semi finished goods and reduction in delivery times
- R&D on new products and categories
- Ordering, tracking and updating warehouse and category team on status and progress
- Tracking and reporting key functional metrics to reduce expenses and improving effectiveness
- Anticipating unfavorable events through analysis of data and preparing control strategies
- Solving issues and developing new solutions requiring new and innovative approaches
- Balancing both tactical execution with strategic initiatives necessary to drive cost reduction
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What you need to have:- Qualification -B.E/ B.Tech and/or MBA
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2. Direct prospects to the field sales team when needed.
3. Handle Grievances to preserve the company's reputation.
4. Ask questions to understand customer requirements and close sales.
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Experience required- 0 to 2 years
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You can apply here directly-









