Sr Video ML Engineer (Founding Team)

The problem you are solving

250 million students sit exams in India every year. Every answer sheet is graded by a tired human with a red pen, in a room with no AC, in 45-degree heat, under political pressure. The variance in marks between two evaluators on the same paper can be 15-20%. That is not education. That is luck. We are building the AI that changes this — reading handwriting, understanding context, scoring semantically, flagging uncertainty, matching faculty-level accuracy. We need the engineer who will make this work at scale.

What you will build

HTR

Handwriting recognition on smudged, mixed-script answer sheets — not clean printed text

Layout

Detect question boundaries, diagrams, tables, margin notes across 20+ page booklets

NLP

Semantic scoring — does this answer mean the right thing, not just contain the right words

Confidence

Know when the model is unsure and route to human review with explainability

Scale

Process millions of pages during exam seasons — async pipeline on AWS SQS + GPU workers

Must have built something hard — any of these

Document OCR / HTR pipeline

Fine-tuned LLM for domain scoring

Layout / document understanding model

Semantic similarity / NLI at scale

GPU inference pipeline (TensorRT/ONNX)

Multi-language NLP (Indic languages +)

Competition — 3 rounds

Round 1

Given 50 real (anonymized) answer sheets: build a pipeline that extracts, structures and scores them. Accuracy vs faculty marks is the metric.

Round 2

48-hour sprint: improve your Round 1 model given live feedback on failure cases. Confidence calibration included.

Round 3

Live oral defense with Sachin and Hemant. Walk us through every architectural decision. We will break it.

Job Title: Digital Marketing

Location: Ghatkopar

Department: Sales and Marketing

Experince: 2+years

Salary Range: upto 35,000 (Negotiable)

Key Responsibilities

 Develop and execute digital marketing strategies to increase brand awareness and online engagement.

 Manage and optimize company social media platforms (LinkedIn, Facebook, Instagram, Twitter, etc.).

 Create, curate, and publish engaging content for digital channels.

 Perform keyword research and implement SEO strategies to improve website ranking.

 Manage email marketing campaigns and newsletters.

 Edit and produce high-quality videos for marketing campaigns and social media.

 Collaborate with internal teams to align marketing strategies with business goals.

 Stay updated with industry trends and emerging digital marketing technologies.

 Handle Domestic + International exhibitions

 Co-ordinate with agency and keep website updated.

 Manage digital assets for exhibitions (banners, invites, branded stationery)

 Execute email, WhatsApp, and social media campaigns and reporting.

Qualifications And Skills

 Bachelor's degree in Marketing, Digital Marketing, Communications, or a related field.

 Proven experience (1+ years) in digital marketing or a similar role.

 Hands-on experience with social media management and advertising tools.

 Hands-on experience with Designing tools (Canva, Illustrator).

 Excellent written and verbal communication skills.

 Creative thinking and ability to generate innovative marketing ideas.

 Ability to analyze data and provide insights for continuous improvement.

 Understanding of video marketing and content creation.

 Ability to multitask and manage timelines in a dynamic, fast-paced environment

Job Title: Digital Marketing Executive

immediate joiners preferred

Job Overview:

We are looking for an experienced, proactive, and self-driven Marketing Executive who can independently manage and execute the overall marketing function. This role requires a strong understanding of both traditional and digital marketing, combined with the ability to

plan, implement, and monitor marketing activities end-to-end.

The ideal candidate will take full ownership of marketing initiatives, coordinate with internal teams, and drive brand visibility, lead generation, and marketing performance with minimal supervision.

Key Responsibilities:

1. Marketing Strategy & Execution (Core Responsibility)

• Develop and execute quarterly and annual marketing plans.

• Plan and implement campaigns for product promotion, lead generation, and brand building.

• Ensure consistent branding and messaging across all channels.

• Collaborate with sales, product, and leadership teams to align marketing initiatives with business goals.

2. Digital Marketing (Part of the Role)

PPC & Lead Generation

• Plan, manage, and optimise Google Ads and other paid campaigns.

• Track performance metrics (CTR, CPC, CPA, conversions, ROI) and refine campaigns.

• Develop effective ad copies and assist with landing page enhancements.

SEO & Website Management

• Implement on-page/off-page SEO strategies to improve organic search visibility.

• Conduct keyword research, optimise content, and review analytics.

• Coordinate with design/content teams to ensure SEO standards are met.

3. Brand, Content & Communication

• Oversee the creation of marketing content — blogs, emails, social posts, brochures,

case studies, videos, and presentations.

• Maintain brand guidelines and ensure cohesive communication across the organisation.

• Work with internal and external creative teams for design and content execution.

4. Exhibitions, Events & Offline Marketing

• Lead planning and execution of marketing for exhibitions and trade shows.

• Support stall layout planning, branding materials, and event promotions.

• Manage lead handling and coordination before, during, and after events.

5. Lead Management & CRM Collaboration

• Ensure prompt assignment of incoming leads to the respective territory managers.

• Track lead flow, progress, and campaign effectiveness.

• Work closely with the sales team to improve follow-up quality and conversion tracking.

6. Market Research & Data Management

• Conduct competitive research, pricing insights, and industry analysis.

• Prepare scraping data and market intelligence reports.

• Support management with MIS and performance dashboards.

7. Performance Analysis & Reporting

• Monitor marketing KPIs across both digital and offline activities.

• Prepare regular performance reports with insights and improvement suggestions.

• Conduct A/B tests and track results for continuous optimisation.

Requirements:

• Excellent communication, planning, and coordination skills.

• 3–5+ years of experience in a marketing role (preferably B2B).

• Strong understanding of digital marketing (PPC, SEO, analytics).

• Ability to independently manage marketing activities with high ownership.

• Proficiency in tools: Google Ads, Analytics, Search Console, MS Office, CRM systems.

• Understanding of website platforms (WordPress, CMS tools).

• Ability to manage multiple projects and meet deadlines.

Desirable Skills:

• Experience with LinkedIn, Facebook, and Instagram marketing.

• Knowledge of email marketing tools or automation platforms.

• Creative thinking and copywriting ability.

• Google certifications are an added advantage.

Qualifications:

• Degree in Marketing, Business, Communications, IT, or a related field.

Location: Vadodara

Location: In-house, Dehradun

We are looking for an Assistant Video Editor who is eager to learn, experiment, and grow in visual storytelling.

Key Responsibilities

• Assist in editing short-form and long-form videos
• Support motion graphics and basic animation tasks
• Work closely with the design and content team
• Ensure timely delivery of video assets

What We’re Looking For

• Diploma or graduation in Animation, Design, or a related field
• Minimum 6 months of experience (internships count)
• Working knowledge of Adobe Premiere Pro, After Effects, and Canva
• Basic understanding of design and typography
• Strong interest in design and visual media
• Portfolio is mandatory

Duties

About Us:

We are a UK-based conveyancing firm dedicated to transforming property transactions through cutting-edge artificial intelligence. We are seeking a talented Machine Learning Engineer with 1–2 years of experience to join our growing AI team. This role offers a unique opportunity to work on scalable ML systems and Generative AI applications in a dynamic and impactful environment.

Responsibilities:

Design, Build, and Deploy Scalable ML Models

You will be responsible for end-to-end development of machine learning and deep learning models that can be scaled to handle real-world data and use cases. This includes training, testing, validating, and deploying models efficiently in production environments.

Develop NLP-Based Automation Solutions

You'll create natural language processing pipelines that automate tasks such as document understanding, text classification, and summarisation, enabling intelligent handling of property-related documents.

Prototype and Implement Generative AI Tools

Work closely with AI researchers and developers to experiment with and implement Generative AI techniques for tasks like content generation, intelligent suggestions, and workflow automation.

Integrate ML Models with APIs and Tools

Integrate machine learning models with external APIs and internal systems to support business operations and enhance customer service workflows.

Maintain CI/CD for ML Features

Collaborate with DevOps teams to manage CI/CD pipelines that automate testing, validation, and deployment of ML features and updates.

Review, Debug, and Optimise Models

Participate in thorough code reviews and model debugging sessions. Continuously monitor and fine-tune deployed models to improve their performance and reliability.

Cross-Team Communication

Communicate technical concepts effectively across teams, translating complex ML ideas into actionable business value.

·      Design, build, and deploy scalable ML and deep learning models for real-world applications.

·      Develop NLP-based and Gen AI based solutions for automating document understanding, classification, and summarisation.

·      Collaborate with AI researchers and developers to prototype and implement Generative AI tools.

·      Integrate ML and Gen AI models with APIs and internal tools to support business operations.

·      Work with CI/CD pipelines to ensure continuous delivery of ML features and updates.

·      Participate in code reviews, debugging, and performance optimisation of deployed models.

·      Communicate technical concepts effectively across cross-functional teams.

Essentials From Day 1:

Security and Compliance:

         • Ensure ML systems are built with GDPR compliance in mind.

         • Adhere to RBAC policies and maintain secure handling of personal and property         data.

Sandboxing and Risk Management:

         • Use sandboxed environments for testing new ML features.

         • Conduct basic risk analysis for model performance and data bias.

         • Use sandboxed environments for testing and development.

         • Evaluate and mitigate potential risks in model behavior and data pipelines

Qualifications:

·      1–2 years of professional experience in Machine Learning and Deep Learning projects.

·      Proficient in Python, Object-Oriented Programming (OOPs), and Data Structures & Algorithms (DSA).

·      Strong understanding of NLP and its real-world applications.

·      Exposure to building scalable ML systems and deploying models into production.

·      Basic working knowledge of Generative AI techniques and frameworks.

·      Familiarity with CI/CD tools and experience with API-based integration.

·      Excellent analytical thinking and debugging capabilities.

·      Strong interpersonal and communication skills for effective team collaboration.

We are looking for an Integration Engineer to assist our rapidly growing customer base. As part of our integration team, you will be the primary point of contact for all integrations.

You would be responsible for helping our clients integrate with OneFin APIs, configuring our system for clients and providing ongoing help to them to resolve any issues. Eventually you should be able to automate common issues and development of solutions.

You’ll fit right in with us if you have a passion for unraveling complex issues and are comfortable working in a fast-paced environment. If you’re looking to work in an open, collaborative environment side-by-side with our development engineers to help customers and shape future product design, we can’t wait to hear from you!

Responsibilities

• Understand and explain APIs to clients.
• Help clients integrate OneFin APIs.
• Research and identify solutions to issues during integration.
• Escalate unresolved issues to appropriate internal teams (e.g. software developers).
• Become a product expert for clients.
• Configure OneFin system for customized usage by clients.
• Identify and write internal and external technical articles or knowledge-base entries, like typical troubleshooting steps, workarounds, or best practices, how-to guides etc.
• Automate solution of common issues using Python.
• Help live clients resolve issues and coordinate with the development team for issue resolution.

Requirements

• BS/B.Tech. in Computer Science, Engineering, or equivalent.
• Strong verbal and written communication skills.
• Experience in writing code in Python.
• Understanding of web based systems.
• Proficient in understanding and writing JSON.
• Experience in SQL databases.
• Experience working with REST APIs.

• Excellent analytical skills, passion for pinning down technical issues, and solving problems.
• Enjoys a fast-paced startup environment.