Data science — May 2026

📊 Your Reality Check: Telegram Analytics Cheat-Sheet 2026

Choosing a channel just because it has lots of followers won’t guarantee your ads perform. 🤷 What matters is real reach, engagement, clicks and conversions.

Here’s your cheat-sheet of the metrics that matter⬇

Core metrics you should track: 🔻Subscriber Growth (new / unsub) — shows how your audience is evolving, whether growth is real.

🔻Reach / Views per Post (vs total subs) — indicates how many actually see your content — not just how many follow.

🔻Engagement Rate (ER) — reactions, forwards, comments, clicks: measures the activity and quality of your audience.

🔻Click-Through Rate (CTR) on Posts/Ads with Links — shows how many from those who saw the post actually click through.

🔻Conversion Rate (CVR) / Cost per Acquisition (CPA) — of those who clicked, how many completed the desired action (sign-up, purchase, bot flow, etc.) — the real measure of ROI.

🔻Retention / Churn Rate — shows how many people stay active (vs leave) over time; important for long-term audience value.

🔻Bot / Mini-App Engagement (if used) — if you route users through bots or mini-apps: track how many interact, convert, stay engaged.

🔻Post / Content Format Performance (text / image / video / poll / bot / etc.) — reveals what types of content perform best in terms of reach, engagement, clicks, conversions. Use these metrics effectively: 🔻Combine metrics — don’t rely on one. A high subscriber count with low reach or engagement = low real value. 🔻Set baselines (e.g. over 30–90 days), then compare over time to spot trends & patterns. 🔻For ads/campaigns: treat CTR → CVR/CPA → Retention as your funnel — optimize each step. 🔻For organic content: focus on reach → engagement → retention — keep your audience active & engaged. 🔻Use metrics to inform strategy: choose content formats, posting frequency, ad placements, bot/messaging funnels based on real data.

🛫 Ready to track real results — not just likes? Launch your next Telegram campaign on Telega.io and get full analytics + campaign reports.

More Project Idea - 2026 (Hard)

1) Prediction Market Platform Core Features: Event creation, YES/NO market trading, Real-time order book, Market resolution, User portfolios, Price charts, Wallet integration, Trade history, Liquidity pools, Market comments/chat, Push notifications Advanced Features: Copy trading, Market analytics, Automated market makers, Multi-chain support, Reputation system Hard Engineering Areas: Matching engine, Real-time websocket scaling, Financial consistency, Event resolution fairness, Manipulation prevention

2) Decentralized Exchange (DEX) Core Features: Token swaps, Liquidity pools, LP tokens, Slippage calculation, Wallet connect, Transaction history, Price impact calculation, Multi-token routing, Pool explorer Advanced Features: Yield farming, Cross-chain swaps, Limit orders, Perpetual futures, Staking, Governance DAO, Arbitrage analytics Hard Engineering Areas: Smart contract security, Blockchain indexing, Precision math, Gas optimization, MEV protection

3) Centralized Crypto Exchange (CEX) Core Features : Spot trading, Order matching engine, Order book, Market/limit orders, Wallet system, Deposits/withdrawals, User balances, Portfolio dashboard, Real-time charts, Admin controls Advanced Features : Futures trading, Margin trading, Liquidation engine, Risk engine, Referral system, Staking, P2P trading, Copy trading Hard Engineering Areas : Low-latency matching engine, Concurrency handling, Financial accuracy, Wallet security, Hot/cold storage, Risk calculations

4) Stock Trading Platform Core Features : Stock buying/selling, Portfolio management, Live charts, Watchlists, Order placement, Transaction history, P&L tracking, News feed, Notifications Advanced Features : Options trading, Algo trading APIs, AI portfolio analysis, Social investing, Tax reports, Screener engine Hard Engineering Areas : Market data streaming, Broker integration, Realtime updates, Regulatory logging, High availability

5) Multi-Tenant ERP Platform Core Features : Authentication, RBAC system, Company workspaces, HR management, Payroll, CRM, Inventory management, Billing/invoicing, Reporting dashboards Advanced Features : Workflow builder, AI analytics, Automation rules, ERP plugins/extensions, Audit logs, Multi-language support Hard Engineering Areas : Complex DB relations, Tenant isolation, Role hierarchies, Large-scale CRUD optimization, Reporting performance

6) Ride Sharing / Logistics Platform Core Features: Rider/driver apps, Live GPS tracking, Trip booking, Driver matching, Payments, Trip history, ETA calculations, Notifications, Ratings/reviews Advanced Features: Dynamic pricing, Route optimization, Carpooling, Driver incentives, Fraud detection, Fleet management Hard Engineering Areas: Geospatial queries, Real-time location sync, Dispatch algorithms, Websocket scaling, Traffic prediction

7) Search Engine Core Features: Web crawler, Search indexing, Search UI, Ranking engine, Snippet generation, Full-text search, Query autocomplete Advanced Features: Semantic search, AI answers, Personalized ranking, Voice/image search, Vector search, Search analytics Hard Engineering Areas: Distributed indexing, Ranking algorithms, Huge data storage, Efficient querying, Web crawling scale

8) Event Ticketing Platform Core Features: Event creation, Seat selection, Booking system, Payment gateway, QR tickets, User dashboard, Refund handling, Notifications Advanced Features: Anti-bot system, Queue/waiting rooms, Dynamic pricing, NFT tickets, Fraud detection, Live event analytics, Seat locking (MOST IMP)

suggestion idea's by Unlocked. - easy one at https://t.me/Unlocked_Coding/245

Top Coding Domains You Should Explore in 2026 ✅

• Backend Development Build server-side systems Handle logic, databases, APIs

Core skills Languages: Java, Python, Node.js Databases: MySQL, PostgreSQL, MongoDB APIs: REST, GraphQL Auth, caching, scalability Who fits: Strong logic, system thinking, long-term products

• Frontend Development Build user interfaces Focus on user experience

Core skills HTML, CSS, JavaScript React, Angular, Vue State management, browser performance Who fits: Visual thinkers, UI focus, fast feedback lovers

• Mobile App Development Build Android and iOS apps

Core skills Android: Kotlin, Java iOS: Swift Flutter, React Native App lifecycle Who fits: Mobile-first mindset, product builders, app store focus

• Data Analytics Turn data into insights

Core skills SQL, Excel Python Power BI, Tableau Who fits: Business thinkers, numbers-driven minds, decision support roles

• Data Science and ML Build predictive systems

Core skills Python Statistics Machine learning Pandas, NumPy, scikit-learn Who fits: Math interest, research mindset, model builders

• DevOps and Cloud Deploy and scale systems

Core skills Linux AWS, Azure, GCP Docker, Kubernetes CI/CD Who fits: Automation lovers, system reliability focus, high-pressure roles

• Cybersecurity Protect systems and data

Core skills Networking Linux Security tools Risk analysis Who fits: Detail-oriented, defensive mindset, compliance roles

• Game Development Build interactive games

Core skills C++, C# Unity, Unreal Physics basics, game logic Who fits: Creative coders, graphics interest, real-time systems

Best career advice • Pick one domain • Build real projects • Learn tools used in jobs • Switch later if needed

Which domain are you targeting next?

Development 👍 Data ❤️ DevOps/ Cybersecurity 🙏 Still exploring 😮

🚀 FindMini just passed 2,000,000 clicks to Telegram apps and bots.

We’re celebrating a big milestone today: FindMini has now sent more than 2 million visits to mini apps, games, bots, tools, and useful products built inside Telegram. For us, this is more than just a number. That means users are discovering new products, and builders are getting more visibility, traffic, and a better chance to grow in the Telegram ecosystem.

🌍 When we started FindMini, our goal was simple: make the Telegram ecosystem easier to explore, understand, and grow. Today, we’re one step closer.

❤️ Huge thanks to every builder, user, and partner growing this ecosystem with us.

More discovery, more analytics, and more support for Telegram apps and bots are coming ✈️

Wallet in Telegram is hiring!

Wallet in Telegram is looking for a Data Analyst (Customer Support) to develop analytics, reporting, and performance insights for its support operations.

In this role, you will build and maintain support metrics and dashboards, analyze performance and customer experience trends, identify workflow bottlenecks, automate reporting processes, and turn large scale support data into actionable insights that improve SLA, CSAT, and overall operational efficiency.

You can find more details about the job opening and apply here: https://jobs.ton.org/companies/wallet-2/jobs/78256203-data-analyst-customer-support#content

We invite builders to post vacancies in the TON Jobs channel. To do this, please write to us here @tonjobs_support

For concerns regarding any job posting on jobs.ton.org, kindly reach out to the same handle shared above

Open Source AI-агенты для аналитики и не только ⭐️

После перерыва в зале «Молекула» стартует трек для тех, кто хочет разобраться, как собирать AI-помощников без vendor lock-in, с прозрачной архитектурой и понятной экономикой.

Четыре истории подряд:

🔍 15:00–15:30 | Беслан Курашов (plevako.ai) Как устроен современный AI-сервис под капотом: от выбора базовой модели и планирования действий до оркестрации всего стека. Все на хардкорном опыте plevako.ai — GPU, параллелизм, бэкенд, векторный поиск, кастомные функции. Слушатели получат ясную схему, из каких «кубиков» собираются рабочие AI-сервисы и как развернуть такой под свою задачу.

🧪 15:35–16:05 | Виктория Качалова (Kameleoon) Команды теряют до 70% выигрышных гипотез — часть застревает в очереди на тестирование, часть «умирает» на пути к выкладке. Спикер покажет, как закрывать этот разрыв с помощью AI-агента: генерация и сборка эксперимента, помощь в поиске и оценке гипотез, деплой с помощью МСР-сервера.

📈 16:10–16:40 | Аркадий Лысяков (Т-Банк) Почему метрики чат-ботов (CR/CSAT/время ответа) мало что говорят про LLM-агентов, и чем их заменять. Практика A/B-тестирования AI-воркфлоу и подход к контролю качества, скорости и стоимости в AI‑native‑поддержке.

📊 16:45–17:15 | Сергей Захарченко (Dopamine Analytics, «Динамика») После ухода Amplitude и Mixpanel команды массово откатились к статичным дашбордам. Эксперт покажет путь «от плоского графика к AI-аналитику на примере платформы «Динамика». Отдельно — про ИИ-ассистента Дину внутри платформы: поиск аномалий 24/7, проактивная генерация гипотез и оцифровка влияния инсайтов на выручку.

Этот трек — про AI, который можно не только эффектно показать на демо, но и контролировать и развивать в реальном продукте.

Должность: Middle Flutter-разработчик Компания: Astana Hub - крупнейший международный инновационный кластер в Центральной Азии Сайт: https://astanahub.com/ Город: Астана, Казахстан Занятость: гибрид Вилка: 600k-1kk

Обязанности - Разрабатывать кроссплатформенное мобильное приложение на Flutter - Писать чистый, поддерживаемый код с соблюдением Clean Architecture, SOLID - Участвовать в проектировании архитектурных решений и code review - Работать в Agile-команде совместно с backend-разработчиками, PM, QA и дизайнерами - Покрывать бизнес-логику тестами - Осуществлять багфиксинг и техническую поддержку - Готовить приложение к релизу в App Store и Google Play

Требования - Опыт коммерческой разработки 3 года - Понимание архитектурных паттернов: BLoC, Clean Architecture - Опыт работы с REST, WS - Знание DI, SOLID - Опыт написания unit/widget-тестов - Уверенное владение Git, AI tools - Опыт публикации приложений в App Store и Google Play - Умение работать с чужим кодом и проводить code review - Опыт с Drift, SharedPreferences, secure_storage - Знание Sentry, Firebase (Analytics, Messaging, Performance) - Опыт работы с Amplitude, Clarity - Знание CI/CD: GitHub actions, Gitlab pipelines, shorebird - Опыт с кодогенерацией (build_runner, freezed, json_serializable)

Условия - Окончательная заработная плата обсуждается по итогам собеседования и зависит от квалификации - График: 09:00–18:30, 5/2, 2 дня удаленно - Работа в Agile-команде - Офис на территории EXPO - в центре IT-кластера Астаны - Нетворкинг со всем IT-community Казахстана - Развозка - Программа лояльности Astana Hub Discount Club - Корпоративное обучение, доступ к образовательной платформе, AH Leadership School, сервисам plus.alem, подписка к ИИ и другим сервисам - Внутренние активности: interest clubs, митапы, Ted Talks, марафоны, квизы

Резюме отправлять в [email protected] или @gau_yelemessova

Full Stack Project Ideas Sorted by Difficulty Beginner → Intermediate 1. Social Proof Notification Engine → “Someone from Delhi purchased this course” style popups → Realtime notifications + conversion optimization 2. Review Widget Platform → Embeddable review/testimonial widgets for websites → Multi-tenant widgets + analytics + customization 3. AI Chat Widget SaaS → Configurable AI chatbot for websites 4. E-Commerce Referral System → Referral tracking + rewards + affiliate workflows 5. Instagram Automation Platform → Built using Meta APIs → Auto posting, analytics, scheduling tools 6. RBAC Company Management System → Enterprise role & permission management 7. Multi-Tenant Blogging Platform → SEO-first blogging engine with custom domains → Markdown editor + CMS dashboard 8. Multi-Tenant CAPTCHA SaaS → CAPTCHA API platform with analytics & bot detection 9. LMS Platform → S3 + CDN + video pipeline + auth system → Course streaming + instructor dashboard 10. Multi-Tenant Portfolio Builder → Drag-drop portfolio builder + custom domains → Themes + deployment pipeline

Intermediate → Advanced 11. AI Slides Generator → Prompt → AI-generated presentations → Similar to Gamma 12. AI “Slop UI” Detector → Detect overused gradients/pills/emojis → Suggest cleaner UI improvements 13. AI UI Review Agent → Upload screenshots → AI suggests UI/UX improvements 14. AI Bug Detection System → Analyze logs/errors automatically → AI suggests root cause & fixes 15. Developer Evaluation Workflow System → Analyze GitHub + LeetCode + Resume automatically → AI scoring + recruiter dashboard 16. AI Workflow Automation Platform → Trigger.dev + AI workflows + automations → Similar to n8n/Zapier 17. Collaborative Cloud Docs → Real-time multi-user editing system 18. Real-Time Auction Platform → Live bidding using WebSockets → Anti-sniping timers + payment workflows 19. CDN/Image Optimization Service → Resize/compress/cache images dynamically → Edge caching + signed URLs Advanced → Very Hard 20. Distributed Cron Job Platform → Run millions of scheduled jobs reliably → Retries + queues + worker orchestration → Similar to Trigger.dev / Temporal 21. Cloud IDE → Sandbox-based online coding environment → Terminal + isolated execution + containers

Full stack 2026 Project Idea's By unlocked

#vacancy #вакансия #senior #java #remote #удаленно Senior Java Developer (Backend/Big Data) Компания: Flinfo Локация: Удаленно (Remote) с любой точки мира ЗП: от 4200$ до 5500$ Занятность: полная (Full-time) Контакты: @masss_D_ms

Инновационная AI-платформа анализа геополитических и рыночных данных в реальном времени, обрабатывающая информацию из более чем 2000 первоисточников на разных языках (китайский, арабский, русский и др.).

О роли: Мы ищем опытного Senior Java-разработчика, который возглавит масштабирование и оптимизацию нашего ядра агрегации данных. Вам предстоит проектировать высоконагруженные пайплайны, которые в реальном времени собирают миллионы текстовых данных, отправляют их на обработку нашим AI-моделям трансляции и анализа сентимента, а затем мгновенно доставляют инсайты клиентам.

🎯 Основные задачи: Проектирование архитектуры: Разработка масштабируемых, отказоустойчивых бэкенд-сервисов на Java. Потоковая обработка данных (Stream Processing): Оптимизация систем сбора новостей и рыночных метрик в реальном времени. Интеграция с AI/ML: Разработка эффективных API-прослоек для интеграции Java-сервисов с внутренними языковыми моделями (LLM) и инструментами NLP (перевод, извлечение сущностей, анализ тональности). Оптимизация производительности: Поиск «узких мест» (bottlenecks), оптимизация работы с базами данных, снижение задержек (low-latency processing).

🛠 Наш технологический стек: Язык: Java 17+ (Spring Boot / Spring Cloud). Big Data & Streaming: Apache Kafka / Pulsar, Apache Flink / Spark Streaming. Базы данных: NoSQL (Elasticsearch/OpenSearch для мультиязычного поиска, MongoDB), SQL (PostgreSQL), Кэширование (Redis). Инфраструктура: AWS (EC2, S3, EKS), Docker, Kubernetes, CI/CD pipelines.

📋 Что мы ждем от кандидата: Опыт: От 5-6 лет коммерческой разработки коммерческого ПО на Java. Highload: Уверенные знания concurrency, многопоточности и проектирования систем распределенных вычислений. Работа с данными: Глубокое понимание принципов работы очередей сообщений (Kafka) и поисковых движков (Elasticsearch). Язык: Английский язык на уровне Upper-Intermediate (B2) и выше для ежедневной коммуникации с распределенной международной командой. Плюсом будет: Опыт работы в FinTech / RegTech проектах, парсинге веб-ресурсов или интеграции ML-моделей в продакшн (MLOps).

🎁 Что мы предлагаем: Гибкость: Полностью удаленный формат работы из любой точки мира Технологически сложный продукт: Работа на стыке Big Data, AI и глобальной рыночной аналитики. Влияние на продукт: Минимум бюрократии, плоская структура и возможность напрямую влиять на архитектурные решения. Профессиональный рост: Оплата профильного обучения, курсов и участия в международных конференциях. Пакет: Конкурентная заработная плата (по результатам технического интервью) + опционы компании (Equity) для ключевых сотрудников.

🔶 SPRINT OFFER для DevOps-инженеров, YADRO Локация: #Удаленка, #Москва, #Петербург, #Нижний_Новгород Откликнуться До 31 мая

🔶 Приглашаем системных аналитиков в Гринатом Локация: #Удаленка Откликнуться

🔶 One Day Offer для Senior Java Developer (GigaChat, B2C), Сбер Локация: #Москва Откликнуться До 22 мая

🔶 Оne Day Offer для NLP/CV Researcher (R&D ML), Сбер Локация: #Москва, #Удаленка Откликнуться До 22 мая

🔶 One Day Offer для Data Science Engineer (LLM / ML), Сбер Локация: #Москва Откликнуться До 22 мая

MIDDLE SEO SPECIALIST (IGAMING, AFFILIATE)

Формат: #удаленка Занятость: Полная Опыт: от 3 лет Язык: #english #ukrainian #russian Зарплата: $1500-2000 Компания: Brazy Отрасль: eSports/iGaming/Media

About the Project We are looking for a Middle SEO Specialist to work on affiliate projects in the iGaming niche targeting EU GEOs and operating under local licenses. The projects operate in highly competitive markets, so we value strong hands-on SEO experience, independence, and the ability to drive tasks to results.

Требования:

- 3+ years of commercial SEO experience; - Strong practical SEO knowledge backed by real cases and measurable results; - Ability to demonstrate or describe the impact of your work: traffic growth, ranking improvements, indexing improvements, other measurable results; - Hands-on experience with Ahrefs, Screaming Frog; - Experience using GPT, Claude and other AI tools in SEO workflows; - Strong understanding of on-page SEO; - Experience creating technical tasks/specifications for developers and copywriters; - Ability to work independently and solve problems proactively; - Intermediate+ English level (daily communication with the team via chats/calls); - Ukrainian or Russian — Upper-Intermediate+ / Advanced (for internal communication). - Will Be a Plus - Experience in iGaming, betting or affiliate SEO; - Experience working with EU GEOs; - Experience with WordPress; - Understanding of SEO specifics for locally licensed markets.

Обязанности:

- Working on affiliate websites in the iGaming vertical targeting EU GEOs; - On-page SEO optimization; - Analyzing and improving page structure; - Preparing technical tasks/specifications for developers and copywriters; - Working with content and SEO structure; - Identifying and implementing organic traffic growth opportunities; - Working with SEO tools and analytics; - Communicating with the team in English (chats/calls).

Условия:

- 24 working days of paid vacation; - 100% paid sick leave; - Remote work; - Flexible working hours (we evaluate weekly/monthly results); - Salary is discussed depending on the candidate’s experience; - Long-term collaboration; - Absence of bureaucracy, all decisions are made quickly and without unnecessary steps; - Initiative is always welcomed and appreciated; - Stable and long-term business environment.

Откликнуться: @alinaya1986

#seo #betting #wordpress #маркетинг

Wallet in Telegram is hiring!

Wallet in Telegram is looking for a Data Analyst (Customer Support) to develop analytics, reporting, and performance insights for its support operations.

In this role, you will build and maintain support metrics and dashboards, analyze performance and customer experience trends, identify workflow bottlenecks, automate reporting processes, and turn large scale support data into actionable insights that improve SLA, CSAT, and overall operational efficiency.

You can find more details about the job opening and apply here: https://jobs.ton.org/companies/wallet-2/jobs/78256203-data-analyst-customer-support#content

We invite builders to post vacancies in the TON Jobs channel. To do this, please write to us here @tonjobs_support

For concerns regarding any job posting on jobs.ton.org, kindly reach out to the same handle shared above

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L&T Technology Services – Bangalore S1 Office | 16 May 2026🚀

We are excited to announce a Mega #Walk‑In Drive for experienced professionals across multiple cutting‑edge technology domains!

Join us for an in‑person discussion with our business and technical teams and explore exciting opportunities to be part of our growing tech community.

💻 Open Roles 🔹 Full Stack .NET Developer Experience: 4–9 Years Skills: C#, #DotNet Core, Entity Framework, React/Angular, SQL, AKS, Azure Cloud, Azure Functions, Azure APIM Education: B.Tech/BE or MCA/MSc only

🔹 Full Stack #Java Developer Experience: 4–9 Years Skills: Java, Spring Boot, Kotlin, RESTful APIs, React/Angular, SQL, AKS, Azure Cloud, Azure Functions, Azure APIM Education: B.Tech/BE or MCA/MSc only

🔹 Gen AI / Data Science Engineer Experience: 4–9 Years Skills: #GenAI (LLM, VLM), NLP, AI/Machine Learning, Deep Learning, MLOps Education: B.Tech/BE or MCA/MSc only

🔹 Full Stack #Python Developer Experience: 4–9 Years Skills: Python, Django, RESTful APIs, ORM, React/Vue.js, SQL, AKS, Azure Cloud, Azure Functions, Azure APIM Education: B.Tech/BE or MCA/MSc only

🔹 Full Stack #Node.js Developer Experience: 4–9 Years Skills: Node.js, Express.js, React/Vue.js, NoSQL/MongoDB, AKS, Azure Cloud, Azure Functions, Azure APIM Education: B.Tech/BE or MCA/MSc only

🔹 C# / Core #C++ Developer Experience: 4–9 Years Skills: C#, Core C++, OOP, STL, Modern Standards, Data Structures & Algorithms Education: B.Tech/BE or MCA/MSc only

🔹 #AWS #DevOps Engineer Experience: 4–9 Years Skills: AWS Cloud Services, Terraform/Ansible, CI/CD, Docker, Kubernetes Education: B.Tech/BE or MCA/MSc only

🔹 #DevSecOps Engineer Experience: 4–9 Years Skills: Python/Golang, Cloud Security (AWS/Docker/K8s), CI/CD, Docker, Kubernetes, Security Practices (Threat Modeling, SAST/DAST) Education: B.Tech/BE or MCA/MSc only

🔹 Full Stack .NET Developer (#WPF Mandate) Experience: 4–9 Years Skills: C#, WPF, .NET Core, Entity Framework, SQL, Cloud Education: B.Tech/BE or MCA/MSc only

📅 Date: 16 May 2026 ⏰ Time: 9 AM to 1 PM 📍 Venue: L&T Technology Services Ltd, Tower S1, Ground Floor, L&T Campus, Bellary Road, Next to GKVK, Bengaluru – 560092 Contact Person- (Sandeep M - 9535601608)

📄 How to Apply Walk in with: ✔ Your updated resume ✔ You may also share your resume at: [email protected] 🔔 Walk in, demonstrate your skills, and get hired! Please share with your network and help someone grab this opportunity!

🎁 وبینار رایگان دیتا ساینس در عمل 📣 از پروژه‌های کاربردی تا نیازهای واقعی بازار کار

🔥 مناسب علاقه‌مندان ورود به Data Science و تحلیل داده 💼 مناسب ورود به بازار کار و تغییر مسیر شغلی 💠سرفصل کارگاه: . بررسی پروژه‌های دیتا ساینس و تحلیل داده در محیط واقعی . ارائه خروجی‌های حاصل از بکارگیری علم داده . بررسی تکنیکال آگهی‌های شغلی دانشمند داده و تحلیلگر داده

⚠️ بدون بازپخش؛ فقط همین جلسه 😱 ثبت‌نام رایگان برای ظرفیت محدود 👇👇👇 https://survey.porsline.ir/s/gcH09KsV https://survey.porsline.ir/s/gcH09KsV

بلیت رایگان (300 نفر اول) تکمیل شد! بلیت مازاد (100 نفر دوم) ❌فقط 30 ظرفیت باقی مانده! بلیت عادی 899,000 تومان

Wallet in Telegram is hiring!

Wallet in Telegram is looking for a Data Analyst (Marketing) to drive marketing analytics and campaign performance optimization across one of the largest fintech products in the ecosystem.

In this role, you will build audience segments and campaign reporting, analyze acquisition and retention performance, support A/B testing initiatives, develop analytical frameworks, and turn large-scale marketing data into actionable insights that improve targeting, retention and overall efficiency.

You can find more details about the job opening and apply here: https://jobs.ton.org/companies/wallet-2/jobs/76875743-data-analyst-marketing#content

We invite builders to post vacancies in the TON Jobs channel. To do this, please write to us here @tonjobs_support

For concerns regarding any job posting on jobs.ton.org, kindly reach out to the same handle shared above

‼️‼️🆕 Entry-Level Software Engineer (ETL / Data Pipeline)

Description:

We’re looking for a motivated Entry-Level Software Engineer with an interest in building and maintaining ETL pipelines. This is a remote freelance opportunity.

This role is ideal for someone early in their career who wants hands-on experience working with real-world data systems.

Responsibilities:

Assist in building and maintaining ETL (Extract, Transform, Load) pipelines Work with structured and unstructured data from multiple sources Clean, transform, and validate data for analytics and reporting Monitor pipeline performance and troubleshoot issues Collaborate with team members asynchronously

Requirements:

Basic knowledge of Python, SQL, or similar programming languages Understanding of ETL concepts and data workflows Familiarity with relational databases (e.g., PostgreSQL, MySQL) Ability to write clean, readable code Strong problem-solving mindset Good English communication

Nice to Have (Not Required):

Experience with tools like Airflow, Spark, dbt Exposure to cloud platforms (AWS, GCP, or Azure) Knowledge of data warehousing concepts Personal or academic projects involving ETL or data pipelines

Project Details:

Type: Freelance / Contract Level: Entry-level / Junior Duration: Ongoing or project-based Payment: Negotiable (hourly or per project)

How to Apply:

Please include:

A short introduction Any relevant projects (GitHub, portfolio, etc.) Technologies/tools you’ve used Your hourly rate and availability

If you're interested in participating in initial screening please send DM to me(@innovatex0415) or send your resume to [email protected] ‼️‼️

ekm AI 🤖

A powerful, privacy‑first AI chat app for Android that lets users chat with AI models directly from their device without ads, analytics, or a backend server. It integrates with major AI providers such as Google Gemini and OpenAI‑compatible APIs.

🦑 Overview : - Multi‑model support (Google Gemini, OpenAI, etc.) - Show reasoning mode - Global system prompt editor - Per‑model accent colors - Markdown rendering - Scrollable code blocks - Copy button for AI messages - Model name labels - Animated typing indicator - On‑device speech recognition - Live voice input visualizer - Partial results in real time - Encrypted API keys - Zero telemetry - No backend, direct AI requests - Material You design - Light, Dark, System themes - Smooth animations and edge‑to‑edge layout - Toggle show reasoning

🔎: GitHub 👀: Preview 💻: Codebase 🏷: #Android #AI

Join us: @Androbusket 👈🏻

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📥 ML-разработчик в Музыку Яндекс Middle · Office

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✈️ Talanto | #вакансии