Jobs at Djinni

About the Role

We are looking for a Lead Full Stack Developer (Node.js / React) to take technical ownership of our platform and guide the development of scalable, high-impact, data-driven applications.

In this role, you will combine hands-on development with technical leadership, shaping architecture decisions, mentoring engineers, and driving best practices across the team.

You will work closely with product, design, and stakeholders to build interactive dashboards and powerful data visualizations that enable strategic decision-making.

Responsibilities

• Own technical architecture across frontend and backend.
• Develop and maintain backend services using Node.js / Express.
• Build responsive frontend applications with React.
• Lead development of data visualizations using D3.js, Chart.js, Recharts.
• Mentor developers, review code, and drive best engineering practices.
• Collaborate closely with product and design teams.
• Ensure high standards for performance, security, and code quality.

Requirements

• 7+ years of software development experience.
• Strong expertise in Node.js, React, TypeScript.
• Experience in a senior/lead role.
• Proven background in data visualization and dashboards.
• Experience with PostgreSQL, MongoDB or similar databases.
• Strong communication and problem-solving skills.

Nice to Have

• DevOps & cloud experience (Docker, CI/CD, AWS/GCP/Azure).
• GraphQL, serverless, testing frameworks.

Why Join Us

Join a forward-thinking team where you’ll have real influence over technical direction, product evolution, and team growth, while still staying close to the code and building impactful technology solutions.

IT platform, funnel builder for gray traffic (IGaming, crypto)

We have two areas of work: PWA services and mobile apps

The company has been on the market for 2 years

⁃ The company is part of a large international holding company.

Requirements

• 1+ year of experience in affiliate marketing in a similar role;
• Experience selling services, mobile or rental apps, SaaS products, agency ad accounts;
• Experience selling PWA/mobile apps is a plus;
• Understanding clients’ challenges related to traffic and mobile applications.

Responsibilities

• Selling PWA-service rentals, mobile apps, and building private applications for teams;
• Sourcing and acquiring clients via cold outreach through communities, chats, partner programs, and lead exchanges;
• Organizing online meetings and product demos;
• Maintaining long-term client relationships;
• Demonstrating product value and understanding customer pain points;
• Preparing presentations and commercial offers in message-based format;
• Participating in conferences and conducting negotiations with clients.

Almus is looking for a Data Scientist to join our Analytics team and build production-grade machine learning models that directly impact marketing and business performance.

You will work on end-to-end ML solutions, from data and features to deployment and monitoring, focusing on improving LTV prediction quality, optimizing ML-driven costs, and driving key metrics such as LTV, ROAS, retention, and CAC. This is an individual contributor role with strong ownership, close collaboration with Marketing, Product, and Data teams, and a clear focus on real business impact.

Apply to join Almus and take ownership of high-impact data initiatives!

Responsibilities

• Design, develop, and deploy machine learning models to production
• Improve product and business decision-making through data-driven approaches
• Build and evolve end-to-end ML pipelines (data → features → model → inference → monitoring)
• Drive measurable impact on key product and commercial metrics
• Standardize ML approaches within the team (best practices, documentation, reproducibility)
• Provide technical input to the architecture of analytics and ML infrastructure
• Develop and deploy models that drive growth in LTV, ROAS, retention, and CAC
• Influence performance and lifecycle marketing strategy
• Act as a domain expert and collaborate closely with Marketing, Product, and Data Engineering teams

What We Look For

• 3+ years of experience as a Data Scientist / ML Engineer
• Experience working with mobile subscription-based products
• Strong Python skills (production-level code)
• Solid knowledge of classical machine learning algorithms and practical experience applying them
• Experience with feature engineering, model evaluation, and bias–variance trade-offs
• Hands-on experience with marketing models such as LTV, churn, cohort, and funnel modeling
• Experience with attribution, incrementality, and uplift modeling
• Strong SQL skills and experience working with analytical datasets
• Experience with production ML systems and A/B testing

• English level: Intermediate+

   

Nice to have

• Experience with BigQuery
• MLOps experience (Docker, CI/CD, model registres)
• Experience working with performance marketing data (Meta, Google Ads, Adjust)
• Knowledge of causal inference

• Experience with AutoML and Bayesian models

   

We Offer

• Exciting challenges and growth prospects together with an international company
• High decision-making speed and diverse projects
• Flexibility in approaches, no processes for the sake of processes
• Effective and friendly communication at any level
• Highly competitive compensation package that recognizes your expertise and experience, Performance Review practice to exchange feedback and discuss terms of cooperation
• Flexible schedule, opportunity to work in a stylish and comfortable office or remotely
• Respect for work-life balance (holidays, sick days - of course)
• Bright corporate events and gifts for employees
• Additional medical insurance
• Compensation for specialized training and conference attendance
• Restaurant lunches at the company's expense for those working in the office, endless supplies of delicious food all year round
   

We’re looking for a strong technical leader to build and grow a European engineering team around a truly unique robotics and automation platform used in real-world airport operations.

 

This is a rare opportunity for a senior engineer who is ready to become the key technical figure for a new European team and shape both the product and the people around it.

Our client builds cloud software that orchestrates autonomous vehicles and real-world operations in large, complex environments such as airports. Their platform breaks physical processes into digital tasks, coordinates fleets of robots, and enables thousands of operations per day with high reliability. The systems run close to 20 hours a day and are already live in production at major airports. This is not a “demo” or a lab project — it is real software controlling real machines in high-consequence environments.

The goal of this role is to establish and grow the European engineering group from the ground up. You will be the founding member of this team, the main technical owner in Europe, and a core partner to the US-based engineers. You will work hands-on with the product, support live deployments in the UK, and help design how the European team operates, hires, and scales.

What you'll do in this role  

• Own end-to-end delivery of production features within the fleet and operations platform
• Design, implement, validate, and operate backend systems in real-world environments
• Work primarily in Python on distributed, event-driven cloud services
• Build systems that integrate vehicle state, task orchestration, and operational workflows
• Ensure all code merged is production-ready and operationally sound
• Participate in weekly release cycles and own production behavior of delivered systems
• Support live deployments at UK airports, including on-site work several times per year
• Act as the founding member of the European engineering group
• Lead hiring, onboarding, and technical ramp-up of new EU team members
• Establish local standards for engineering quality, ownership, and delivery
• Build a strong, trusted collaboration model between EU and US teams
• Lead by example through execution, technical judgment, and accountability

We're looking for

• Senior-level experience building and operating production cloud systems
• Strong proficiency in Python
• Hands-on experience with distributed, event-driven architectures
• Experience working with messaging systems (e.g., NATS or similar)
• Solid background in Kubernetes and cloud-native infrastructure (GCP is a plus)
• Experience with observability, logging, and production telemetry
• Ability to work autonomously with high ownership and responsibility
• Strong communication skills across engineering, operations, and leadership
• Upper-Intermediate or higher level of English, sufficient for confident daily communication with international teams
• Comfort with ambiguity and evolving requirements

• Willingness and ability to travel to the UK for deployments

   

How to knock our socks off

• Experience with Go or Java
• Background in robotics, autonomous systems, or hardware-adjacent software
• Previous experience building or leading distributed teams
• Exposure to real-time or operationally critical systems
• Name five or more dishes that include beets, other than borscht.😉

✔ Not checking every box?

This job looks very exciting, but you hesitate to apply because of the confidence gap? Reach out to us anyway! Beetroot is an inclusive workplace that considers all applicants. We’re committed to openness — promoting equality and fostering an environment where different backgrounds, ideas, and experiences are not just accepted, but embraced. So let’s discover together whether we could be an excellent fit for each other.

Please send us your CV in English, and we'll be happy to discuss your application further.

Project Description:

Building a risk applications and tools for innovative international top-tier hedge fund from the ground up, comprising the systems for traders, pre-trade checks and analysis, risks and limits management, reports of trading activities, FIX connectivity, market data providers connectivity (e.g. Bloomberg B-pipe), etc

Responsibilities:

The Team is focused on the development and maintenance of various applications. The successful candidate will have considerable and proven experience in Python, a good working knowledge of end-user and server-side data processing techniques, a good understanding of SDLC and agile development methodologies.

Mandatory Skills Description:

- Strong understanding of data quality principles
- Hands-on exp with Python
- at leas 1 year of experience in trading domain/capital markets
- Proven experience in designing and developing data models using industry best practices
- Experience in using code management and CI/CD tools such as Github, Azure Devops, Jenkins, Bamboo etc.
- 5+ years of experience working with Python
- Good understanding and demonstrated experience working with Power Query (M query language) and DAX.
- Extensive experience designing and developing reports and performance metrics from complex and disparate platforms

Nice-to-Have Skills Description:

- Risks trading system development experience.
- Understanding and demonstrated experience working with Power Query (M query language) and DAX. Experience in using code management and CI/CD tools such as Github, Azure Devops, Jenkins, Bamboo etc.

Languages:

English: B2 Upper Intermediate

At Almus, we’re looking for a System Analyst to join our Analytics team and take technical ownership of mobile analytics (iOS) and marketing data.

In this role, you will ensure data quality and transparency across mobile tracking, attribution, and marketing integrations, acting as a technical bridge between Product, Marketing, Analytics, and Engineering teams. You will work with real production data in a privacy-first iOS environment and have a direct impact on how business and marketing decisions are made.

Join Almus and help ensure reliable mobile analytics and marketing data!

Responsibilities

• Collaborate on and be responsible for the technical aspects of mobile analytics (iOS) and marketing data
• Ensure accuracy, availability, completeness, and reproducibility of mobile and marketing data
• Design and maintain event tracking across in-app behavior, attribution, and lifecycle stages
• Enable product and marketing decisions through reliable and trusted data
• Act as a bridge between Product, Marketing, Analytics, and Engineering teams
• Define and maintain standards for mobile tracking and data quality
   

What We Look For

• 3+ years of experience as a System Analyst or Marketing Analyst
• Strong understanding of mobile analytics, with a focus on iOS and SKAdNetwork Framework
• Experience with event tracking, attribution, and funnel analysis
• Hands-on experience with MMPs such as Adjust or AppsFlyer
• Strong SQL skills and experience with analytics data pipelines
• Understanding of data flows and schemas
• Experience identifying, diagnosing, and resolving data quality issues
   

Nice to have

• Experience with Firebase, GA4, or Amplitude
• Experience working with BigQuery
• Python skills for data validation and quality checks
• Knowledge of the iOS application lifecycle
• Experience working with advertising platform APIs (Meta, Google, Adjust)
   

We Offer

• Exciting challenges and growth prospects together with an international company
• High decision-making speed and diverse projects
• Flexibility in approaches, no processes for the sake of processes
• Effective and friendly communication at any level
• Highly competitive compensation package that recognizes your expertise and experience, Performance Review practice to exchange feedback and discuss terms of cooperation
• Flexible schedule, opportunity to work in a stylish and comfortable office or remotely
• Respect for work-life balance (holidays, sick days - of course)
• Bright corporate events and gifts for employees
• Additional medical insurance
• Compensation for specialized training and conference attendance
• Restaurant lunches at the company's expense for those working in the office, endless supplies of delicious food all year round

DevOps Hands-On Architecture, GCP, GKE, CI/CD, IAAS as a Code, Configuration Management tools, Security and Networking, Linux, Distributed tracing systems

Profisea is an Israeli DevOps and Cloud boutique company with a full cycle of services. For more than nine years, we have been implementing best practices of GitOps, DevSecOps, and FinOps, and providing Kubernetes-based infrastructure services to help businesses of all sizes —SMB, SME, or large enterprise clients to stay innovative and effective. 

Requirements: 

• 5 years’ experience as a DevOps Engineer and at least 1 year experience in practical development of DevOps Architecture 
• High Proficiency in GCP 
• Proven Experience with GKE 
• Proven Experience with CI/CD tools, IAAS as a Code. 
• Good understanding of infrastructure related components and protocols – Networking, Security, Virtualization 
• Git usage skills and branching strategies understanding 
• English: Upper-intermediate+ 

Your Responsibilities: 

• Be a part of international team of experts with a warm and friendly atmosphere 
• Build cloud-based and open-source tools-based DevOps solutions for our highly technological and well-established customers 
• We promise to surprise you with exciting new projects from a variety of industries. 
• All we need from you is your desire to do great things! 

What We Offer: 

• Great Salary  
• Flexible working hours 
• Professional certifications support 
• Rewarding working environment and flexible career opportunities 

About the Role

We are seeking an experienced Senior Sales Manager to drive our sales operations and lead our growth in the US market. This is a key leadership position for a seasoned professional who understands the complete sales cycle and can deliver results in a fast-paced SaaS environment.

Must-Have Requirements

Experience & Expertise:

• Sales professional with proven track record in SaaS sales
• Direct experience selling in or to American companies
• Deep understanding of sales systems, methodologies, and best practices
• Demonstrated ability to build and manage complete sales pipelines

Language Skills:

• C1 English proficiency (Advanced/Fluent level)
• Exceptional communication skills with the ability to confidently lead calls, presentations, and negotiations with US clients

Core Competencies:

• Crystal-clear communication style - able to articulate value propositions, handle objections, and close deals effectively
• Strong strategic thinking with tactical execution abilities
• Proven ability to work independently and take ownership of results
• Experience with CRM systems and sales analytics tools

What We Offer

• Remote Work: Full flexibility to work from anywhere
• Growth Opportunity: Direct impact on company growth and expansion in the US market
• Autonomy: Freedom to structure your sales approach and strategies
• Professional Development: Opportunity to work with cutting-edge SaaS solutions and refine your expertise

Key Responsibilities

Manage the full sales cycle from lead generation to close

Develop and execute sales strategies targeting the US market

Build and maintain relationships with key decision-makers

Forecast sales activity and revenue achievement accurately

Collaborate with marketing and product teams to refine our go-to-market approach

Provide regular reporting on sales metrics and pipeline health

Ideal Candidate Profile

You are a confident, results-driven sales professional who thrives in the SaaS space. You understand the nuances of selling to American businesses and can navigate complex sales conversations with ease. You're not just a closer - you understand the entire sales infrastructure and can optimize processes for maximum efficiency.

To Apply: Please submit your resume along with a brief overview of your most significant sales achievement in the SaaS industry.

We are looking for a Middle Backend Developer to join our product team and work on a long-term, technically interesting project. You will be involved in designing, developing, and improving backend services that directly impact the product and its users. We value clean architecture, thoughtful technical decisions, and continuous growth.

Required Skills & Experience:

• 4+ years of commercial experience in backend development
• Strong knowledge of PHP and Node.js
• Hands-on experience with backend frameworks (any PHP, Node.js, or other backend frameworks are welcome)
• Experience in building and maintaining RESTful APIs
• Practical experience with MongoDB
  • schema design
  • indexing
  • query optimization
• Understanding of backend architecture principles and best practices
• Experience working with version control systems (Git)
• Ability to write clean, maintainable, and readable code

• Understanding of asynchronous programming concepts

   

Nice to Have:

• Experience with popular frameworks such as Laravel, Symfony, NestJS, Express, Fastify, or similar
• Experience with SQL databases (MySQL / PostgreSQL)
• Familiarity with Docker and containerized environments
• Basic knowledge of backend security principles (authentication, authorization, data protection)
• Experience working on a product-oriented company or long-term projects

• Experience with automated testing (unit / integration)

   

What We Offer:

• An interesting and challenging product with real users and real impact
• A strong, friendly team and healthy engineering culture
• Opportunity to grow professionally, learn new technologies, and influence technical decisions
• Stable workload and focus on quality rather than constant “firefighting”

• Competitive compensation and transparent growth path

   

What We Appreciate

• Proactive mindset and ownership of results
• Willingness to learn and improve existing solutions
• Ability to communicate ideas clearly within the team
• Interest in building scalable and reliable systems

Requirements

• 3+ years of experience in a Salesforce Administrator role.
• Proficiency in English, at least B2 level.
• Salesforce Administrator certifications.
• Knowledge in Salesforce Sales Cloud, Service Cloud and system automation.
• Strong understanding of Salesforce architecture, data model, and security concepts.
• Ability to customize and configure Salesforce using declarative tools.
• Excellent problem-solving skills and attention to detail.
• Ability to work from 16.00 till 1.00 (Kyiv Time)

Responsibilities

• Customize and configure Salesforce to meet business needs, including but not limited to workflow automation, process optimization, and data management.
• Administer user accounts, profiles, roles, permissions, and security settings in Salesforce.
• Collaborate with cross-functional teams to gather requirements, design solutions, and implement enhancements.
• Provide ongoing support and troubleshooting for Salesforce users, addressing issues promptly and effectively.
• Develop and maintain documentation, including user guides, process flows, and technical specifications.
• Stay informed about Salesforce updates and best practices, implementing new features and functionality as appropriate. 

We offer

• Budget for Medical Insurance
• Budget for Wellbeing 
• Paid vacation
• Paid sick leaves
• “Synebo talk” internal educational program
• English lessons
• Team building activities online/offline
• Salesforce certification
• Regular cultural events

Project Description:

Our client is a global medical technology company transforming digital manufacturing through advanced engineering and high-performance software. They are building the backend systems that convert complex 3D digital designs into physical products at scale.

As a Senior Software Engineer, you will work on the client's core computational pipeline — a distributed, compute-heavy system that processes large 3D datasets and generates high-precision instructions for automated production hardware.
The role involves solving deep challenges in distributed systems, data-intensive workflows, and algorithmic integration while working closely with cross-functional engineering teams.

Responsibilities:

• Design, build, and maintain scalable, high-availability backend services for the client's manufacturing pipeline.
• Develop robust, event-driven data pipelines for processing large 3D files and generating high-accuracy outputs for automated hardware systems.
• Own services end to end, including architecture, implementation, containerization, deployment, and cloud-native operations.
• Collaborate with the client's R&D teams, operations engineers, and hardware/controls groups to integrate and deploy new components.
• Ensure strong observability through structured logging, metrics, and performance monitoring.
• Contribute to architectural decisions and maintain engineering excellence through code and design reviews.

Mandatory Skills:

• C++
• Go programming language
• Python

Mandatory Skills Description:

• 5+ years of professional experience in backend or distributed systems engineering.
• Strong proficiency in C++ and Python, with the ability to work across multiple languages (one of the programming languages should be on a senior level, other two on the middle level)
• At least basic knowledge of Golang
• Proven experience designing, building, and operating compute-heavy, data-intensive, and distributed backend services.
• Solid understanding of core computer science principles and system-level engineering.

Nice-to-Have Skills Description:

• Experience deploying containerized applications to Kubernetes or other cloud orchestration platforms.
• Background developing high-performance services that operate across multiple programming languages.
• Familiarity with geometric, scientific, or numerical computation libraries.
• Experience developing software integrated with automated hardware or robotics.
• Advanced debugging and performance optimization skills for distributed, multi-threaded systems.

Languages:

English: C1 Advanced

Join Win Media – Shaping the Future of iGaming Products!
 

At Win Media, we build innovative solutions that drive success in the iGaming industry. By combining strategic thinking, data-driven decisions, and creativity, we create products that engage players, grow revenues, and set new industry standards.
 

We’re now looking for a Promo & Content Manager to join our fast-growing B2C product team! This role suits a proactive and detail-oriented professional who understands casino operations, works confidently with game providers, and ensures high-quality player experience across all casino activities.
 

About the Role
As a Promo & Content Manager, you will oversee game catalog management, provider relations, bonus configuration, and content operations. You’ll play a key role in shaping the casino experience, optimizing performance, and ensuring smooth execution of all promo, bonus, and content activities.
 

Responsibilities:
 

Promo Operations
 

• Setting up tournaments, promotions, and quests according to requirements.
• Maintaining the promo calendar (daily/weekly activities).
• Configuring bonuses (deposit, cashback, free spins, no-deposit bonuses, etc).
• Configuring the VIP Program and Loyalty Program.
• Maintaining the bonus library.
   

Product Operations

• Product localisation for entering new GEOs.
• Product knowledge base: games, bonuses, promo, content cookbooks, etc.
• Website content: updating sections, editing content upon request from teams.
• Monitoring product stability and escalating incidents to technical teams.
• VIP & Support requests: investigation and solutions.
   

Requirements

• 2+ years of experience in iGaming operations, promo operations, product operations, or similar roles (bonus, promo, content, VIP operations)
• Strong understanding of promotional mechanics in online casinos (bonuses, tournaments, quests, loyalty and VIP programs) and player engagement principles
• Hands-on experience with CMS, bonus management systems, CRM tools, and promotional platforms
• Experience maintaining promo calendars and managing multiple simultaneous promotions
• Ability to work with product localisation and content updates for new GEOs
• Experience collaborating with support, VIP, product, and technical teams to investigate issues and implement solutions
• Analytical mindset with the ability to monitor promo and product performance, identify issues, and escalate when needed
• Strong organizational skills and attention to detail, ability to manage multiple tasks and meet deadlines
• Excellent communication skills and confident English (written and spoken)
• Experience in iGaming B2C environments is a strong advantage
   

We Offer

• Opportunity to build and optimize casino operations and processes
• Flexible remote or hybrid work format
• Competitive compensation package
• Career growth in a fast-scaling company
• Supportive and professional environment
   

At Win Media, we don’t just build products – we build success. Join us and become part of a team that moves fast, grows boldly, and plays to win!

✨ Welcome to Win Media – Powering Next-Level iGaming Experiences! ✨

At Win Media, we create innovative, high-performance solutions that shape the future of online gaming 🎯.

Our products combine smart operational processes ⚙️, seamless player experience 🎮, and data-driven decision-making 📊.
With a passionate team and bold vision, we build casino platforms that are stable, scalable, and loved by players worldwide 🚀.

Now we’re expanding — and looking for a Game Manager who will keep our product running smoothly and help us grow to new markets!
 

🌟 What we expect from you

• 2+ years of experience in Game Operations, Game Management, or similar roles within iGaming / online casino
• Strong understanding of online casino game operations: game lifecycle (addition, testing, activation, updates, archiving)
• Hands-on experience working with game aggregators and direct game provider integrations
• Experience managing casino lobbies: categories, collections, providers, and game segmentation
• Understanding of game availability logic across GEOs, locales, currencies, and player segments
• Experience reviewing game rounds, investigating issues, and communicating with game providers to resolve incidents
• Familiarity with back-office tools, game management systems, and CMS platforms
• Strong attention to detail and operational mindset; ability to handle large volumes of data and routine tasks
• Ability to manage multiple tasks, prioritize effectively, and meet deadlines
• Clear communication skills and confident English (written and spoken) for interaction with providers and internal teams
• Experience in iGaming B2C is required
   

🎯 Your future responsibilities

• Management of games: addition, testing, activation, updates, archiving.
• Communication with game integrators, adding new providers.
• Casino Lobby updates: categories, collections, providers.
• Monitoring game availability across locales and segments.
• Reviewing game rounds and escalating cases to game providers.
   

🎁 What We Offer

💰 Competitive salary and performance-based bonuses;
📚 Professional growth in a fast-scaling iGaming company;
🚀 Deep immersion into product, promo & content operations;
🤝 Supportive, collaborative, and ambitious team culture;
🌍 Flexible work setup and an environment focused on learning and innovation.

Responsibilities

• 3+ years of professional experience in software development
• Strong experience with Java & Spring Boot
• Strong experience with React & TypeScript
• Good understanding of REST APIs and client-server architecture
• Experience working with SQL & NoSQL databases

• Ability to work independently and take ownership of features

   

Languages:

Upper-Intermediate or higher English level - both written and spoken.

About project:

This is a product company revolutionizing the Health Care industry in the US by providing innovative solutions to improve medical services. The project helps patients centralize all aspects of their treatment, ensuring timely recommendations and engagement that lead to better health outcomes. Additionally, Navierre supports healthcare providers by offering technologies and services that streamline and enhance the care delivery model, enabling superior treatment results.

We are hiring a Senior AI Engineer to build the core AI system behind a high-impact project: digitizing law in Morocco and Africa and creating the first AI-queryable legal knowledge base.

Our goal is to deliver reliable, source-grounded answers to legal questions, based on a large corpus of heterogeneous legal documents.

🚀 Why this project

• Build a legal knowledge infrastructure, not a demo
• Work on high-precision AI where accuracy, traceability, and reliability matter
• Create a long-term asset (Morocco → Africa) with real societal impact

🎯 Your mission

Own the end-to-end AI pipeline:

Legal documents → structured data → retrieval → cited answers

You will design, build, and improve both the document processing pipelines and the RAG/search system, with a strong focus on quality, evaluation, and robustness.

🔧 Key responsibilities

• Process and structure heterogeneous legal documents (PDFs, scans, Word, images):
  • parsing, OCR, cleaning, structuring (articles, sections, hierarchy)
  • intelligent chunking with full traceability and metadata
• Build and improve retrieval & RAG:
  • hybrid search (BM25 + embeddings)
  • reranking (cross-encoders)
  • query understanding and expansion
• Ensure grounded, reliable answers:
  • strict citation to sources
  • no-answer / controlled refusal when evidence is missing
• Measure and improve quality:
  • evaluation datasets, relevance metrics (Recall@k, MRR, nDCG)
  • regression testing and error analysis
• Production readiness:
  • robust pipelines, monitoring, logging, performance

✅ Profile

• 5+ years of experience in AI / NLP / Search / Data Engineering roles
• Strong Python skills
• Hands-on experience with unstructured documents and/or RAG systems
• Strong culture of measurement and experimentation
• Professional proficiency in English, French is a plus.

🛠 Tech stack (indicative)

• Document processing & OCR tools
• Retrieval: OpenSearch / Elasticsearch, vector search (FAISS, pgvector, etc.)
• Reranking: HuggingFace / cross-encoders
• RAG orchestration: LangChain or LlamaIndex (nice-to-have)
• Cloud: AWS