AI/ML Engineer

AI Engineer — Vertexcover Labs

Who We Are

Vertexcover Labs is an employee-focused, engineer-run software studio. We partner with fast-growing, funded startups around the world—Rephrase.ai, Dhiwise, Dunzo, Dubdub, Xapo, Arintra etc.—to crack their toughest engineering problems. Everyone is an individual contributor; no management layers. Engineers choose the projects they work on, see each project's P&L, and share directly in the profits.

Whether it's building multi-agent systems for production, scaling ML pipelines across GPU clusters, or shipping RAG-powered products that end-users rely on—we solve hard AI problems for real companies.

A Few Problems We Are Currently Working On

• AI Agents Test-authoring agents that convert natural language into e2e tests.
• Ad-performance agents that learn what works for your brand and generate winning creatives automatically.
• Scale + MLOps Optimise ML pipelines and fix autoscaling by applying queuing theory while juggling CPU / GPU memory contention.
• RAG & Knowledge Systems Design and deploy retrieval-augmented generation pipelines—chunking strategies, embedding models, reranking, and evaluation loops.
• AI Video & Image Processing Build rendering pipelines, diffusion-model integrations, and real-time video processing at scale. You'll own at least one project like these—design, build, iterate.

Signals You're Probably the Right Fit

• Strong in at least one other language (Python, Go, Rust, TypeScript, Java …); happy to learn more.
• First principle understanding of how LLMs, embeddings, vector databases and AI Agents work
• Evidence of shipping real AI-powered software—OSS, side projects, or production features.
• Comfortable navigating the fast-moving AI landscape—papers, new model releases, evolving APIs.
• Clear written & spoken communication; async collaboration is our default.
• Self-directed—you ask for context, not permission.

How We Operate

• Project choice. Engineers vote on which engagements we take.
• Stack agnostic. We pick tools that fit the job, not the résumé.
• Pragmatic craftsmanship. Durable design, no gold-plating.
• Transparent economics. Know what your work is worth, share in the profits.
• Remote-native. Async by default; sync when it helps.

Hiring Process (Lean & Human)

1. 2–3 technical deep-dives with future teammates.
2. 30-minute culture chat.
3. Offer. No LeetCode marathons, no trick puzzles.

We read every application and reply to all candidates.

Salesforce Developer

Location : ONSITE

LOCATION : MUMBAI AND BANGALORE

Resources should have banking domain experience.

1. Salesforce development Engineer (1 - 3 Years) 

2. Salesforce development Engineer (3 - 5 Years) 

3. Salesforce development Engineer (5 - 8 Years) 

Job description. 

----------------------------------------------------------------------------

Technical Skills:

Strong hands-on frontend development using JavaScript and LWC

Expertise in backend development using Apex, Flows, Async Apex

Understanding of Database concepts: SOQL, SOSL and SQL

Hands-on experience in API integration using SOAP, REST API, graphql

Experience with ETL tools , Data migration, and Data governance

Experience with Apex Design Patterns, Integration Patterns and Apex testing framework

Follow agile, iterative execution model using CI-CD tools like Azure Devops, gitlab, bitbucket 

Should have worked with at least one programming language - Java, python, c++ and have good understanding of data structures

Preferred qualifications

Graduate degree in engineering

Experience developing with India stack

Experience in fintech or banking domain

----------------------------------------------------------------------------

 Skill details. 

1. Salesforce Fundamentals

Strong understanding of Salesforce core architecture

Objects (Standard vs Custom)

Fields, relationships (Lookup, Master-Detail)

Data model basics and record lifecycle

Awareness of declarative vs programmatic capabilities and when to use each

2. Salesforce Security Model

End-to-end understanding of Salesforce security layers, especially:

Record visibility when a record is created

Org-Wide Defaults (OWD) and their impact

Role Hierarchy and how it enables upward data access

Difference between Profiles, Permission Sets, and Sharing Rules

Ability to explain how Salesforce ensures that records are not visible to unauthorized users by default and how access is extended

3. Apex Triggers

Clear distinction between:

Before Triggers (before insert, before update)

Use cases such as validation and field updates

After Triggers (after insert, after update)

Use cases such as related record updates or integrations

Understanding of trigger context variables and best practices (bulkification, avoiding recursion)

4. Platform Events / Event-Driven Architecture

Knowledge of Platform Events and their use in decoupled, event-driven solutions

Understanding of real-time or near real-time notification use cases (e.g., UI alerts, pop-up style notifications)

Ability to position Platform Events versus alternatives (Streaming API, Change Data Capture)

5. Lightning Data Access (Wire Method)

Understanding of the @wire mechanism in Lightning Web Components (LWC)

Discussion point:

Whether records (e.g., AppX records) can be updated using the wire method

Awareness that @wire is primarily read/reactive and updates typically require imperative Apex calls

Clear articulation of reactive vs imperative data handling

6. Integrations Experience

Ability to articulate hands-on integration experience, including:

REST/SOAP API integrations

Inbound vs outbound integrations

Authentication mechanisms (OAuth, Named Credentials)

Use of Apex callouts, Platform Events, or middleware

Clarity on integration patterns and error handling approaches

Job Overview:

As a Technical Lead, you will be responsible for leading the design, development, and deployment of AI-powered Edtech solutions. You will mentor a team of engineers, collaborate with data scientists, and work closely with product managers to build scalable and efficient AI systems. The ideal candidate should have 8-10 years of experience in software development, machine learning, AI use case development and product creation along  with strong expertise in cloud-based architectures.

Key Responsibilities:

AI Tutor & Simulation Intelligence

• Architect the AI intelligence layer that drives contextual tutoring, retrieval-based reasoning, and fact-grounded explanations.
• Build RAG (retrieval-augmented generation) pipelines and integrate verified academic datasets from textbooks and internal course notes.
• Connect the AI Tutor with the Simulation Lab, enabling dynamic feedback — the system should read experiment results, interpret them, and explain why outcomes occur.
• Ensure AI responses remain transparent, syllabus-aligned, and pedagogically accurate.

Platform & System Architecture

• Lead the development of a modular, full-stack platform unifying courses, explainers, AI chat, and simulation windows in a single environment.
• Design microservice architectures with API bridges across content systems, AI inference, user data, and analytics.
• Drive performance, scalability, and platform stability — every millisecond and every click should feel seamless.

Reliability, Security & Analytics

• Establish system observability and monitoring pipelines (usage, engagement, AI accuracy).
• Build frameworks for ethical AI, ensuring transparency, privacy, and student safety.
• Set up real-time learning analytics to measure comprehension and identify concept gaps.

Leadership & Collaboration

• Mentor and elevate engineers across backend, ML, and front-end teams.
• Collaborate with the academic and product teams to translate physics pedagogy into engineering precision.
• Evaluate and integrate emerging tools — multi-modal AI, agent frameworks, explainable AI — into the product roadmap.

Qualifications & Skills:

• 8–10 years of experience in software engineering, ML systems, or scalable AI product builds.
• Proven success leading cross-functional AI/ML and full-stack teams through 0→1 and scale-up phases.
• Expertise in cloud architecture (AWS/GCP/Azure) and containerization (Docker, Kubernetes).
• Experience designing microservices and API ecosystems for high-concurrency platforms.
• Strong knowledge of LLM fine-tuning, RAG pipelines, and vector databases (Pinecone, Weaviate, etc.).
• Demonstrated ability to work with educational data, content pipelines, and real-time systems.

Bonus Skills (Nice to Have):

• Experience with multi-modal AI models (text, image, audio, video).
• Knowledge of AI safety, ethical AI, and explain ability techniques.
• Prior work in AI-powered automation tools or AI-driven SaaS products.

Knowmax is a global B2B SaaS platform built to elevate customer experience through intelligent knowledge management. We enable customer-facing teams to access the right answers instantly—across contact centers, digital channels, and field support—driving consistency, efficiency, and satisfaction at scale.

Preferred Profile: Candidates with prior experience working on product development in a startup environment.

Core Backend Skills

• Node.js Mastery
• Deep understanding of event loop, async patterns (Promises, async/await).
• Experience with frameworks like Express, NestJS, Fastify.
• Writing scalable APIs (REST), middleware, and modular code.
• Database Expertise
• SQL/Postgres – schema design, complex joins, indexing, query optimization.
• Knowledge of transactions, isolation levels, and migrations.
• Basic familiarity with ORMs (Sequelize/TypeORM/Prisma) and raw queries.
• Architecture & Design
• Ability to design backend systems
• Good understanding of API versioning, caching strategies (Redis).

Frontend (Average Skill Expected)

• Comfortable with React (or Nuxt/Vue) for building and maintaining UIs.
• Basic understanding of state management (Redux, Vuex, Pinia).
• Familiarity with component-based architecture and UI libraries (Material UI, Tailwind).
• Can debug UI issues but not expected to be a design/UX expert.

Other Expectations

• Code Quality – Writing unit tests (Jest/Mocha), code reviews, and maintaining clean architecture.
• Problem-Solving – Strong data structures and algorithmic skills (not as intense as SD3/Architect).
• Collaboration – Able to mentor juniors, break down tasks, and work closely with product and QA.
• Performance & Security – Understands security best practices (OWASP) and performance profiling.

• Develop, test, and maintain server-side applications using Node.js and related technologies.
• Design and implement RESTful APIs and microservices architecture to support frontend functionality.
• Collaborate with cross-functional teams to understand business needs and translate them into technical solutions.
• Optimize application performance, ensuring scalability and reliability.
• Conduct code reviews, mentor junior developers, and ensure adherence to best practices.
• Stay updated with emerging backend technologies and methodologies to improve development processes.

Mandatory

• SaaS experience of 2 years with total development experience of 4 years
• Must have worked in a smaller company of less than 100
• Should have built solutions/softwares end to end and not just as a part of bigger team
• Should see themselves going deeper into the same role even 5 years down the line
• Should have knowledge on Node.js, MongoDB, and AWS
• Strong understanding of asynchronous programming, event-driven architecture, and Node.js design patterns.
• Proficiency in working with databases such as PostgreSQL, MongoDB, or MySQL.
• Experience with API development, including RESTful services and microservices.
• Familiarity with cloud platforms such as AWS, Azure, or Google Cloud.
• Strong problem-solving skills and the ability to debug complex server-side issues.

Essential

• Proficiency with version control systems like Git.
• Experience with CI/CD pipelines and deployment automation.
• Knowledge of system design and scalable architecture.
• Understanding of security best practices and implementing secure APIs.

Good to Have

• Experience with GraphQL and related backend technologies.
• Knowledge of containerization and orchestration tools like Docker and Kubernetes.
• Familiarity with message brokers like RabbitMQ or Kafka.
• Experience with platforms like Shopify, BigCommerce, or other e-commerce technologies.
• Exposure to frontend technologies such as React for better cross-functional collaboration.

As a Front-end Developer, your responsibility would be to create visual elements that users see and interact within our web platform. This makes your role crucial for the success of the product. We are looking for an exceptional problem solver, with attention to details. You will be working closely with design, product management and development teams to create elegant, usable, responsive and interactive interfaces across multiple devices.

You must take responsible actions in ensuring the application is optimised both in terms of technology and in delivering the best educational content.

Responsibilities:

• Build web platform for our live tutoring platform
• Creating interactive learning activities for K12 students
• Work on upcoming products

Requirements:

• Great programming skills
• Fundamentals of JavaScript and ES modules, new ECMASCRIPT concepts
• Experience in ReactJS web app development (1-4 years)

Brownie Points:

• Good HTML and CSS skills
• Experience in React-Native app development
• Ability to work in small teams and wear multiple hats

Ono Labs Private Limited is committed to providing equal opportunities without any discrimination on the grounds of age, ancestry, marital status, color, physical or mental disability, origin, nationality, political affiliation, religion, race, gender, sexual orientation, and any other characteristics protected by applicable law, regulations, and ordinances.

Join us in making the fastest fashion brand on earth. We live & breathe trends. Working on 3D Virtual Design Technology we launch new trends even before they're produced. Making us the only fast fashion brand to be sustainable at the same time. Enabling young shoppers, first-hand access to latest styles with our Digital Only Collection.

We waste nothing but data & exploit nothing but our imagination. We operate at the intersection of fashion & technology. #SpeakSomethingNew is our mantra.

We are looking for an experienced 3D Fashion Designer.

1. Someone who is well-versed with the CLO3D software and garment construction.
   Should have a sound knowledge of some add on softwares like Blender, Meshmixer,etc.

2. Knowledge of Modelling, Rendering, lighting, materials, textures, and resource optimization.

3. Who has already worked on designing menswear.

4. Advanced knowledge on draping, pattern-making, cutting & stitching of menswear.

5. Should be creative with good design ideas & be capable of executing the garment design as per the given brief/deadline.

6. Highly innovative and creative.

7. Good grasping power.

8. Self-motivated & has work ethics.

This job requires:

Creative thinking: 20%

Pattern making: 30%

Technology & Software Savvy: 30%

Design Communication: 20%

Roles & Responsibilities:

1. Execute and launch designs every week. Take initiative and work independently to execute the entire collection end-to-end. Right from sketching to 3D pattern making and rendering.

2. Manage & execute Adhoc tasks in 3D pattern making and rendering.

3. Create and analyze design reports.

4. Research, ideate, implement and execute improved strategies for increasing design efficiency.
   
   Note: High configuration system is a must for working remotely.

Experience with developing native Applications for Android and iOS using Xcode, Objective C, Cocoa , iPhone SDK ,Android Studio and Android SDK.

- Hands on Experience with any mobile hybrid framework.

- Independently drive the design and development of mobile application project.

- Conceptualize and design Mobile applications based on need.

- Should have knowledge of Java, Objective C, Swift, GPS, SQLlite, Xcode IDE, iPhone UIKit framework.

- The coder should be well versed with using web services, Interface, Builder & Debugging tools, Google map kits, multitasking.

- Candidate must have independently designed and developed mobile applications

- Knowledge on App publishing process to Stores

- Familiarity with Push notifications, Payment Gateway Integrations, In-app purchases

- Proficient with API request and JSON Handling

- Expert and proficient in clean code best practices.

- Strong analytical and troubleshooting skills.

- Design and build advanced applications for the mobile platform

- Collaborate with cross-functional teams to define, design, and ship new features.

- Unit-test code for robustness, including edge cases, usability, and general reliability.

- Work on bug fixing and improving application performance.

- Continuously discover, evaluate, and implement new technologies to maximize development efficiency.