EdSpan

About

EdSpan is an innovative company in the EdTech space, building cutting-edge learning experiences for the next generation of students. Our collaboration with a US-based private school network helps us better understand user needs while expanding our B2C and B2B products to a broader audience. We are currently working on three major projects:

AI tutoring experience — an innovative project that brings real-time interaction with a 3D animated assistant powered by LLM technology. This virtual tutor helps students navigate challenges, provides guidance, and enhances the learning journey in a playful and engaging way.

Tutorpeers – a peer-to-peer tutoring platform with a young teachers marketplace, event booking features and Zoom-like online sessions with additional interactive learning tools.

Spark Incubator – LMS-like system designed to teach kids entrepreneurship.

We have well-defined processes, trying to automate routine things, conduct code reviews, use CI and CD pipelines to validate and ship our code. We use the Agile approach with daily stand-ups, bi-weekly sprints, and other Scrum artifacts. We keep the number of meetings to a minimum so that engineers can focus on writing high-quality code and delivering cool features.

Who you are

We’re hiring our first AI/ML Engineer to lead the development of our AI agents, including prompting, the RAG and evaluation pipelines, potential fine-tuning. So, you’ll play a key role in shaping the technical direction. We’re seeking someone with a strong understanding of machine learning and NLP fundamentals, capable of tackling complex challenges in agentic workflows and optimizing model performance across the stack.

Requirements

• At least 4 years of experience in the field of Machine Learning, working as a Data Engineer, Data Scientist, Machine Learning Engineer, or in a similar role.
• Bachelor’s degree in Computer Science, Mathematics, or equivalent practical experience;
• Proficiency in Python and common data science libraries (pandas, NumPy, scikit-learn);
• In-depth knowledge of machine learning principles, understanding of LLM architectures, prompt optimization, and fine-tuning strategies;
• Skilled in designing and optimizing RAG pipelines, including embedding generation, sparse and dense retrieval, and hybrid search techniques;
• Familiar with LLM evaluation metrics and tools (BLEU, RAGAS, DeepEval, and other);

• Upper-Intermediate level of English (B2) or above.

   

Highly desireable

• Proven experience building AI-driven workflows using frameworks such as LangGraph, AutoGen, or similar orchestration tools;

• Knowledge of AWS cloud and MLOps.

   

Responsibilities

• Design, implement, and optimize LLM prompts to ensure reliable outputs;
• Assist in developing and maintaining AI evaluation workflows, including designing evaluation guidelines and metrics;
• Help design and develop AI data pipelines: collection, storage, annotation, and model improvement;
• Leverage agent orchestration tools to improve and automate AI workflows;
• Collaborate with the product team to ensure AI capabilities power usable product features.

About

EdSpan is an innovative company in the EdTech space, building cutting-edge learning experiences for the next generation of students. Our collaboration with a US-based private school network helps us better understand user needs while expanding our B2C and B2B products to a broader audience. We are currently working on three major projects:

AI tutoring experience — an innovative project that brings real-time interaction with a 3D animated assistant powered by LLM technology. This virtual tutor helps students navigate challenges, provides guidance, and enhances the learning journey in a playful and engaging way.

Tutorpeers – a peer-to-peer tutoring platform with a young teachers marketplace, event booking features and Zoom-like online sessions with additional interactive learning tools.

Spark Incubator – LMS-like system designed to teach kids entrepreneurship.

We have well-defined processes, trying to automate routine things, conduct code reviews, use CI and CD pipelines to validate and ship our code. We use the Agile approach with daily stand-ups, bi-weekly sprints, and other Scrum artifacts. We keep the number of meetings to a minimum so that engineers can focus on writing high-quality code and delivering cool features.

We encourage you to apply if you are an agile, smart, proactive, and intellectually curious person who loves building complex systems while keeping them inherently simple.

Who you are

We’re looking for someone who enjoys working with complex systems — someone who understands how things connect together, handles edge cases, and makes new features fit flawlessly into existing logic.

This role is not like other traditional Business Analyst positions that focus heavily on interaction with stakeholders. On the opposite, this position is about deep, focused work: analyzing changes, mapping flows, and writing clear, complete specifications for engineers — few meetings and lots of thinking. You bring structure, clarity, and a sharp analytical mindset.

Requirements

• At least 4 years in a Business Analyst role and fluent spoken English;
• Deep theoretical and practical knowledge of BA methodologies and tools — to choose the right approach for each complex case;
• Ability to write concise, clear, and structured user stories in the rule-oriented format;
• Strong interpersonal skills and experience navigating complex stakeholder structures — to align diverse perspectives into one consistent solution;
• Proven skill in documenting and diagramming complex flows (hundreds of elements), in order to make sophisticated systems understandable and maintainable;
• Familiarity with relational databases, to analyze data structures and identify the right points for change;
• Experience working on AI-driven products (AI agents, or AI workflows) is highly desirable — or a strong understanding of agentic systems, prompting, and evals;

• Bachelor’s degree in Computer Science, Information Technology, or a related field — for a strong analytical and technical foundation.

   

Would be a plus

• Familiarity with Mobile platforms and experience delivering applications from concept to successful App Store launch;

• Experience defining and implementing complex API integrations: Payment Service Providers, video streaming platforms, and other.

   

What will you do

• Prepare user stories / change requests based on the collected requirements while working with the Product team and Business stakeholders:
  • analyze the current state (As-Is) as well as impact analysis (To-Be) and identify gaps;
  • prepare or modify existing BMPN diagrams to supplement specifications;
  • thoroughly polish user stories to cover every little detail to minimize product defects;
• Work with the Engineering team during all SDLC stages to clarify the goal, requirements, corner-case scenarios, relevant test cases, etc.
• Proactively work with stakeholders to identify different types of requirements (business, solution, transition requirements, and other);
• Conduct research and analyze the business domain, including competitor analysis, market research, etc.

About

We are working on two different projects: one is an LMS-like system designed to teach kids entrepreneurship, and the other is a peer-to-peer tutoring platform with event booking features and Zoom-like online sessions. Our collaboration with a US-based private school helps us better understand user needs while expanding our B2C and B2B products to a broader audience.

We have well-defined processes, trying to automate routine things, conduct code reviews, use CI and CD pipelines to validate and ship our code. We use the Agile approach with daily stand-ups, bi-weekly sprints, and other artifacts. But don't be afraid, we keep the number of meetings to the minimum so that engineers can focus on writing high-quality code and delivering another cool feature.

Who you are

You’re a proactive problem-solver with a passion for crafting elegant and scalable solutions. You thrive in a fast-paced, startup environment where agility and adaptability are a key to success. You're not just a developer, you’re a collaborator who enjoys working closely with Business Analysts, Designers, Quality Assurance and Backend engineers to build seamless user experiences. Here’s how you’ll know you’ll fit right in:

• Self-Driven: you’re not afraid to suggest new ideas or challenge the status quo, and when you see something that needs fixing, you roll up your sleeves and get it done.
• Adaptable: you thrive in a fast-paced environment, embracing change and challenges with curiosity and an open mind
• Detail-Oriented but Pragmatic: you care about building high-quality, functional solutions but also know when to prioritize speed and simplicity to deliver
• Resilient: mistakes happen, and that’s okay. What matters is how you respond. You view setbacks as learning opportunities and take feedback with a growth-oriented mindset, bouncing back stronger every time

• Collaborative: you thrive on collaboration, value open communication, and give and receive feedback respectfully, fostering trust and a positive work environment

   

Requirements

• Having 3 or more years of professional software development experience creating cross-browser compatible web-based UIs with TypeScript and Angular
• Experience with Angular Material and RxJS
• Skilled at RESTful network architectures, familiarity with Swagger
• Experience with a modern bundling toolchains like ESLint and CI flows;
• Understanding OOP principles and best-practices
• Familiarity with Figma
• Good sense of usability and product

• Intermediate level of English (B1) or above

   

Would be a plus

• Experience with one or more Automated testing frameworks (Jest, Playwright, Cypress, etc.);
• Experiences with WebRTC, video / audio recording APIs, Payment Provider integrations

• Experience with Docker

   

Responsibilities

• Implement new features according to the specification
• Follow architecture guidelines, review code of your peers
• Debug and fix production and staging issues
• Write code following best-practices and common design patterns
• Work with designer to create the best user experience, align on any inconsistencies found
• Estimation and scope decomposition
• Participate in daily meetings and other scrum rituals