Video Editor Cum Designer

Experience: 5+ years production software engineering, with 2+ years working directly on LLM or agent systems in production. 

Location: Remote 

To streamline and fast-track screening, please submit your details here (if you haven’t already): https://airtable.com/appbtkr4odapnb5I6/pagqo91lKv3VJg3GT/form 

We’ll review your responses as part of the initial screening process. Please make sure you complete and submit all details through the form to be considered for the next stage. Submissions outside the form may not be considered.

Why This Role Matters

Terrabase builds agent infrastructure that enterprise customers rely on daily for SQL generation, forecasting, data analysis, and artifact delivery. Our orchestration layer routes between specialized sub-agents, manages typed handoff contracts, runs structured eval suites, and enforces correctness across every turn.

This is not a research-prototype role. You will build and evolve agent architecture, but always in service of making the system observable, typed, evaluated, recoverable, and boringly reliable in production.

What You Will Do

Own the harness architecture and middleware stack. Our LangGraph orchestrator routes between sub-agents through a layered middleware stack: file upload handling, source resolution, local context, workspace sync, state hydration, aggregation barriers, and typed handoff contracts. You will extend this stack, enforce its contracts in code, and keep it operational as routing logic and agent surfaces evolve.

Maintain typed contracts and boundaries. Agent handoffs at Terrabase carry typed contracts with barrier conditions and retry predicates. You will design these contracts, enforce them with strict typing, manage backward compatibility when contracts change, and write the contract tests that prevent silent regressions.

Own the eval suites. We run structured eval suites across routing decisions, context-resolution accuracy, multi-turn coherence, visual reference alignment, and artifact correctness. You will extend coverage, write new evals where gaps exist, and build CI gates that block releases when regressions are detected. A routing change or prompt change with no eval coverage does not ship.

Triage production failures and close the loop. When an agent turn fails in production, you will trace it in LangSmith, identify the failure class, and convert it into a durable regression test. You will own the release gates, keep prompts and runtime contracts in sync, manage feature flag rollout risk, and remove dead paths as the system evolves.

Own SQL and artifact correctness. Our agents generate SQL over customer schemas and produce structured artifacts (reports, dashboards, data sheets) under a strict schema contract. You will own the correctness layer: source grounding, schema-aware validation, provenance surfaces, and the eval infrastructure that catches generated artifact failures before they reach customers.

Build and maintain HITL workflows. Human-in-the-loop checkpoints let users intervene, redirect, or approve mid-chain. You will design these workflows, enforce their resumable state contracts, and ensure they degrade gracefully when interrupted.

Instrument for traceability. You will extend LangSmith tracing coverage, add structured span annotations, and build the tooling that lets us diagnose a bad agent turn from production trace data alone, without requiring a local reproduction.

What We Are Looking For

• 5+ years production software engineering, with strong Python fundamentals
• 2+ years working hands-on with LLM-based systems: agent loops, tool use, context management, or inference pipelines
• Experience with LangGraph, LangChain, OpenAI/Anthropic tool-use systems, or equivalent multi-step agent/runtime orchestration
• Practical eval engineering: you have built or extended eval harnesses, written automated test cases for agent behavior, and treated evaluation as an ongoing engineering discipline
• Strong engineering hygiene: strict typing, small interfaces, contract tests, clear schema migrations, and CI discipline
• Ability to debug from production traces and artifacts, not only local reproductions
• Comfort working across prompts, Python runtime code, TypeScript product surfaces, data systems, and eval infrastructure
• Systems thinking: you design for observability, recovery, and state management, not just the happy path
• Maintenance ownership mindset: you triage, close loops, and leave systems more debuggable than you found them
• Pragmatic judgment: you can distinguish between reliability-critical infrastructure and speculative abstraction

Bonus Points

• HITL workflow design: checkpoints, approvals, mid-chain interrupts, resumable state
• Context engineering depth: chunking strategies, retrieval-augmented generation, semantic routing, re-ranking
• Experience with LangSmith, Weights and Biases, or similar trace and evaluation platforms
• Prior work shipping agent systems to enterprise customers where SQL or data correctness is a hard requirement
• Experience with mypy, Pydantic contracts, or strict typing disciplines in a production Python codebase

Life at Terrabase

We are a sharp, focused, fully remote team building agent infrastructure that enterprise customers trust with their data. You will work directly alongside the engineer who designed this harness, with broad ownership, generous compute budgets, and a culture that treats reliability as a product requirement, not a research topic.

Terrabase is an equal-opportunity employer. We celebrate diversity and are committed to building an inclusive environment for every team member.

About Us: Website: https://www.tundratechnical.ca/ & https://tundramanagedsolutions.com/

Experience: 5-8 years

Shift: EST

Location: Bangalore

Mode: Hybrid

Position Requirements

Core (Must-Have) Skills

• Proficiency in Python with advanced use of NumPy, Pandas, and Scikit-learn

• Expertise in SQL, including complex queries and performance optimization

• Strong foundation in machine learning techniques (regression, classification, clustering, ensemble methods)

• Natural Language Processing (NLP), Large Language Models (LLMs), and Generative AI

• MLOps practices (MLFlow, Kubeflow, CI/CD pipelines for ML workflows)

• Experience in data visualization (Seaborn, Plotly, Tableau, or Power BI)

• Applied knowledge of statistics and probability for model development

• Hands-on experience with cloud-based ML platforms (AWS SageMaker, Azure ML, or GCP Vertex AI)

• Exposure to large-scale data processing (Spark, Hadoop)

Preferred Skills

• Deep learning frameworks (TensorFlow, PyTorch)

• Natural Language Processing (NLP), Large Language Models (LLMs), and Generative AI

• MLOps practices (MLFlow, Kubeflow, CI/CD pipelines for ML workflows)

• Data pipeline orchestration (Airflow, Prefect)

• Business domain knowledge (e.g., retail, finance)

Key Activities

• Preparing and preprocessing structured and unstructured data for analysis

• Designing, training, and validating machine learning models

• Deploying and operationalizing models in collaboration with engineering teams

• Building dashboards and data-driven visual insights for stakeholders

• Partnering with product and engineering teams to align models with business needs

• Monitoring, optimizing, and retraining models for performance improvements

 Mandatory Criteria

• Key Account Management (preferably in D2C, SaaS, or Growth Marketing)
• Client Relationship Management
• Data-driven problem solving & storytelling
• Funnel Optimization / CRO knowledge
• Revenue Retention & Upselling Strategy
• Proficiency with analytics tools (Google Analytics, Hotjar, VWO, etc.)
• Excellent communication and negotiation skills
• Strong cross-functional collaboration with design & tech teams

OKR

Objective 1 – Client Growth & Retention:

• Achieve ≥95% client retention across assigned accounts.
• Identify and close at least two upsell/cross-sell opportunities per quarter.

Objective 2 – Revenue Accountability:

• Own and deliver quarterly account revenue targets.
• Improve client ROI/ROAS through CRO-driven interventions.

Objective 3 – Relationship Management:

• Maintain client CSAT ≥ 8/10.
• Conduct monthly business reviews and share measurable impact reports.

Objective 4 – Collaboration & Leadership:

• Coordinate with tech, design, and CRO teams to deliver outcomes on time.
• Mentor junior account managers for structured delivery and communication.

If interested kindly share your updated resume at 82008 31681

Job Profile : Creative Content Creator

CTC Range: 3-6 LPA

Job Essence -

It’s Only Words ..and the words are all I have ..to take your heart away…

Or

Country Roads take me home ….

Or

Har rang kuchh kehta hai…

We are looking for those who can feel the soul of seasons, the flora and fauna, the mountains, and the river…similarly if they feel the soul, the character of a brand to communicate and build the connect with its audience!

We are looking for content professionals to handle narrative based writings for content pieces for ever growing and global brands we have in our portfolio.

You should be digitally savvy/from media background/writer/author or be the next new age Prahlad Kakkar, Prasoon Joshi, Piyush Pandey, Josy Paul, R Balki, Alque Padamsee in making in Digital Agency world with a good grip on brand communications driven by content strategy.

You should be able to think beyond the universe to the roots of our nation, work on your style of content and help in brands’ facelift/makeover/launches. This applies to the messaging for all the audience’s touch points.

Our clients rely on us with trust of the above. We are their Partners in Progress (not a typical agency vendor). We may even help them to make their brand mandates, manifestation plans and guidelines. So there is almost no instructional or Copy/Paste working. You need to be as original as you are!

Overview :

The Creative Content Creator will be responsible for conceptualizing, writing, shooting, and/or editing various types of content, that align with the brand's voice, tone, and messaging. Your role will involve understanding latest digital social media trends and incorporating them into your content to drive user engagement, promote the brand's message, and achieve the overall marketing goals. You will collaborate closely with other content creators, creative designers, video producers/editors, the director of social media + connections, and other stakeholders to develop content strategies, craft impactful messages, and optimize content for various social media channels. Your experience in creating content that resonates with social media audiences and existing trends will be essential in driving user action and promoting the brand's presence in the social media landscape.

Key Responsibility Areas :

• Conceptualize compelling and engaging paid and organic copy, graphics and/or videos for social media platforms.
• Actively search for and identify trends (geographical/regional, temporal, and intuitive) that are relevant for the brand’s audience within the latest social media and connected platform trends, visual design trends, and industry best practices to ensure the brand's social media content remains relevant and effective.
• Deliver still and video assets weekly to maintain Brand’s organic social presence, ensuring the Brand is actively engaging in cultural social conversations.
• Ensure that all copy created for social media platforms aligns with the brand's messaging and tone. While all visual assets adhere to established brand guidelines and the brand’s visual identity.
• Work with the client servicing manager, creative designers, video producers/editors, and other stakeholders to develop copy and visual strategies for social media platforms that align with the overall marketing goals and objectives, including messaging, target audience, and content themes.
• Optimize copy for social media platforms, including character limitations, hashtag usage, and other platform-specific considerations, to ensure that the content is engaging, shareable, and drives user action.
• Edit and enhance visual content to optimize for social media platforms, including resizing, cropping, color correction, and other adjustments to ensure optimal performance and engagement.
• Concept creative ideas and develop action plans for social + connected platform (ex. digital/social activations + influencer experience) that drive user engagement and brand recognition in social space.

Work Profile:

1)     Convert ideas into content pieces. These content pieces (output) can be in the form of:

• Web Related Content:
• Pages/Sliders/Banners
• Landing Page/Forms
• Emailers/Ebooks/Downloadables – Topic/Body/Links
• Social Media Content:
• Social Media Copies
• Social Media creative content
• Blog/Articles/Press releases/Story telling/Infographics
• SEM Content:
• Paid ads content – FB/Instagram/Google/LinkedIn/YouTube

Ø Content for creative cards/videos

Ø Copies and descriptions

• Remarketing ad sets
• SEO content – Blogs/Articles using keywords
• WhatsApp messages
• YouTube descriptions/Video scripting
• Taglines
• Quotations
• Profile Writing
• Viral Content
• Media Kit/PR activities/3rd Party PR
• Media Relations
• Influencer Marketing
• Online Reputation Management(ORM) areas

2)     Planning – Understand/Work/Create/Assist

·        DMO Plan – Along with the SEM and Digital/Social Media Campaign teams

·        Manifestation Plan

·        Activity Charter - Along with the SEM and Digital/Social Media Campaign teams

3)     Team & Vendor Management: Individual Contribution, Buddy Coaching, Participate in Recruitment/Induction, KRA setting and Performance Evaluation:

·        Work Allocation Based on Activity Charter & SMO Tracker

·        Primary & Secondary Work related ownership to ensure business continuity as a part of risk mitigation

·        Setting up KRAs (using InnoWET) and Performance review

·        Time sheet Management & Analysis

·        Social Media Participation and updated Profile on all mediums

·        Work closely with the creatives/videos team for proper implementation of the campaign

4)     Review & Analytics:

·        Client’s success PPT and Report with executive summary

·        Team Productivity based on Time Sheets

·        Create phase(Web/Content and Visuals) Activity Charter Conformance Report

·        Consolidated success Report /PPT for internal stakeholders

·        Content success report and analytics tracking based on the medium

WHAT YOU WILL NEED:

• 1-3+ years of experience as a in content editing, social media marketing or other related fields, preferably in an advertising agency or marketing department.
• Excellent writing, photo, graphic, video and editing skills.
• Proficiency in Adobe Suite (i.e. Premiere Pro, After Effects) or other similar software programs(Optional)
• Proficiency in using Canva or other similar software programs for designing and video editing(Mandatory)
• Ability to adapt writing style to different target audiences and brand voices is a must
• Strong understanding of social media platforms, their features, and limitations, and ability to optimize copy for different platforms.
• Ability to work both independently and effectively in a team environment.
• Strong organizational and time-management skills.
• Excellent communication skills, with the ability to effectively articulate creative concepts and ideas to stakeholders.
• Familiarity with website landing pages and modules, banners, and additional promotional material is a plus and may be needed as extension of campaign work
• Strong attention to detail, with a keen eye for aesthetics and brand consistency.

You will work closely with the:

• Digital - Social Media and Brand ideation team
• Creative teams
• SEM/Promotions teams

You should be able to

• Believe that everything can be made viral
• Extensive research
• Work in teams
• Work in solace
• Most important: Willingness to learn

What kind of people are we looking for? Simple:

·        We don’t like experts, we prefer people who are always willing to learn and are able to learn quickly

·        Not a mere task taker.

·        Ability to work with deliverables in mind.

·        Entrepreneurial instinct beyond office cubicle

·        Intelligence to do multitasking and prioritization of work

·        Excellent communication skills- written oral and articulation.

·        Ability to initiate/participate with intelligence, thoughtful new ideas in business discussion and meetings.

·        Instinct of exhaustive reading, research ,analysis beyond the conventional format and adding value to the deliverables

·        Strong strategic bent with inclination towards learning and contributing.

·        Adaptability and flexibility to work with cross-functional areas of business.

·        Zeal to be driven by productivity than by activity

·        Self discipline and ability to do work with self supervision.

·        You do what you preach, or at least try

·        You not only work hard, you party hard too

·        You have an eye for detail

·        If you’re a (regular) blogger, we already love you!

·        You are a DIY person. Period

As a PHP Backend Developer, your primary responsibility will be to develop and maintain the server-side logic of web applications, ensuring high performance, responsiveness, and scalability. You will work closely with the front-end development team, project managers, and other stakeholders to deliver robust and efficient web solutions.

Responsibilities:

• Develop and maintain server-side applications using PHP frameworks (such as Yii, Laravel, Symfony, and CodeIgniter) and other related technologies.
• Write clean, well-structured, and reusable code following industry best practices and coding standards.
• Collaborate with front-end developers to integrate user-facing elements with server-side logic.
• Design and implement secure and efficient APIs for data exchange with the front end and external services.
• Optimize application performance by identifying and resolving bottlenecks, improving code efficiency, and implementing caching mechanisms.
• Ensure data integrity and implement proper validation and error-handling techniques.
• Collaborate with database administrators to design and optimize database schemas and queries.
• Conduct thorough testing and debugging of applications to ensure high-quality deliverables.
• Stay updated with the latest trends and advancements in PHP development and related technologies.
• Participate in code reviews and provide constructive feedback to maintain code quality and improve team collaboration.
• Collaborate with the project management team to estimate project timelines and deliver work within specified deadlines.
• Troubleshoot and resolve production issues, provide technical support and perform maintenance tasks as required.

Requirements:

• Proven work experience as a PHP Backend Developer or similar role.
• Strong proficiency in PHP and its frameworks (Yii, Laravel, Symfony, etc.) with a good understanding of object-oriented programming principles.
• Experience with frontend technologies (HTML5, CSS3, JavaScript) and their integration with backend systems.
• Familiarity with database systems, such as MySQL, PostgreSQL, or MongoDB, and proficiency in writing efficient database queries.
• Knowledge of version control systems like Git for code collaboration and deployment.
• Familiarity with RESTful API development and integration of third-party APIs.
• Experience in optimizing application performance and implementing caching techniques.
• Understanding of security principles and best practices for web application development.
• Excellent problem-solving and analytical skills with strong attention to detail.
• Good communication and teamwork skills to collaborate effectively with cross-functional teams.
• Ability to work independently and handle multiple projects simultaneously.

Job Requirements-

Mandatory:

1. 2 - 3 years of J2EE experience

2. Clear understanding and application knowledge of Object-Oriented concepts

3. Experienced in Core Java, Collection Framework, exception handling, logging frameworks

4. Knowledge of Struts/Spring/Springboot framework or any ORM tools like Hibernate, JPA mandatory

5. Knowledge of SQL

Desirable to have:

1. Code review tools like pmd, sonar, Checkstyle

2. Knowledge of writing unit testing using Junit, Jmock, DBUnit etc.,

3. Knowledge to build scripts using ant, maven

4. Exposure to Agile Model

5. Exposure to BFSI domain

Team Handling/Generic skills

1. Self-driven, ready to learn and adapt depending on customer/organization needs

2. Excellent communication skills

Share resumes at ruchika@ netconnectglobal.com

• Excellent problem-solving & analytical skills & OO principles
• Solid understanding of the data structure & algorithms.
• Very good experience with PHP programming language
• Hands on experience working on Laravel. Experience with any other framework would be nice to have
• Troubleshooting skills to reproduce & resolve issues in production systems
• Experience working with git & also following following git workflow
• Experience with deployment on server would be nice to have
• Working experience with AWS services like s3, lama, cognito, would be added advantage