Работа Junior Data Scientist в София
64 нови обяви за работа
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Company Description Technology is our how. And people are our why. For over two decades, we have been harnessing technology to drive meaningful change. By combining world-class engineering, industry expertise and a people-centric mindset, we consult...
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Senior Data Scientist/ Engineer Eviden Bulgaria is looking for a motivated professional to learn, grow and advance in a culture that thrives on shared success, diverse ways of thinking and enables opportunities that can drive your career in new and ...
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Senior Credit Risk Data Scientist Senior Credit Risk Data Scientist Role Overview: Join our Credit Risk Modelling team to drive cutting-edge analytical solutions in response to increasing regulatory expectations, such as IFRS 9 and stress testing....
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Data Engineer – Sofia Vivacom, a member of United Group, is a leader in providing high-tech telecommunication services of a new generation - mobile and fixed voice services; high speed broadband internet access through fiber optic, copper and sate...
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Data Engineer – Sofia Vivacom, a member of United Group, is a leader in providing high-tech telecommunication services of a new generation - mobile and fixed voice services; high speed broadband internet access through fiber optic, copper and sate...
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Akkodis is a global digital engineering company and Smart Industry leader. Our 50,000 tech experts across 30 countries combine best-in-class technologies and cross industry knowledge to drive purposeful innovation for a more sustainable tomorrow. Wit...
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Data Scientist Experian is a global data and technology company, powering opportunities for people and businesses around the world. We help to redefine lending practices, uncover and prevent fraud, simplify healthcare, provide digital marketing solu...
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Senior Data Modeller Experian is a global data and technology company, powering opportunities for people and businesses around the world. We help to redefine lending practices, uncover and prevent fraud, simplify healthcare, provide digital marketin...
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Why Ingram Micro? Ingram Micro is a leading technology company for the global information technology ecosystem. With the ability to reach nearly 90% of the global population, we play a vital role in the worldwide IT sales channel, bringing products a...
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Senior Data Engineer Stand out and drive the next generation of wealth. Define the digital assets industry. Raise the bar for trust, transparency, and client success. Make your mark. Nexo is a premier digital assets wealth platform designed t...
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Mid or Senior Data Engineer (PySpark) Sofia/hybrid Highly competitive salary and bonus and unbeatable benefits package Nordic Recruitment & Consulting offers efficient IT and Cyber Security recruitment and business consulting in Bulgaria - and beyon...
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Senior Data Engineer DSK Bank is one of the leading banks in Bulgaria, with a great IT team of more than 250 IT talents, experiencing professional growth and development every day. In 2020 DSK Bank finalized the biggest merger in Bulgaria by integra...
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Postbank has over 30 years’ presence as one of the leaders in Bulgaria’s banking sector. The bank is a decisive factor in innovation, shaping the country’s banking trends in recent years and is award-winning for its innovation. For our IT Divi...
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UpSkill is a recruitment agency ready to go the extra mile to help candidates find the best possible job opportunity. Our team of experts is well-versed and experienced in consulting and providing long-term HR support. We believe that being friendly...
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Due to a significant expansion of our IT team in Sofia, we are currently looking for a highly motivated person who meets our expectations for a BI Developer. Your Responsibilities: Analyze business requirements for new business information reports ...
Какво е това?
Това е изчисление на Yox за приблизителната работна заплата за тази позиция. Посочената стойност не е потвърдена от работодателя и може да се различава с реалната стойност на предлаганото възнаграждение.
Как се смята?
Изчислена Заплата е приблизителната стойност на възнаграждение за конкретната позиция на базата на данни от стотици хиляди обявени заплати по професия за последните 2 години. В Yox се предоставя и информация за заплатите от служители, която също е част от изчислението.
Защо тази информация е полезна?
Можеш да разбереш приблизителната заплата за тази позиция. Можеш и да филтрираш списъкът с обявите за работа по размер на работната заплата.
Пълно описание
Technology is our how. And people are our why. For over two decades, we have been harnessing technology to drive meaningful change. By combining world-class engineering, industry expertise and a people-centric mindset, we consult and partner with leading brands from various industries to create dynamic platforms and intelligent digital experiences that drive innovation and transform businesses. From prototype to real-world impact - be part of a global shift by doing work that matters.
Job Description
Role Overview
The Lead Data Scientist is responsible for developing and deploying advanced AI/ML models, leveraging statistical techniques, machine learning, and deep learning to extract actionable insights. This role requires strong expertise in Python-based AI/ML development, big data processing, and cloud-based AI platforms (Databricks, Azure ML, AWS SageMaker, GCP Vertex AI).
Key Responsibilities
- Data Exploration & Feature Engineering
- Perform thorough Exploratory Data Analysis (EDA) and identify key variables, patterns, and anomalies.
- Engineer and select features for optimal model performance, leveraging domain understanding.
- Machine Learning & Statistical Modelling
- Implement both classical ML methods (regression, clustering, time-series forecasting) and advanced algorithms (XGBoost, LightGBM).
- Address computer vision, NLP, and generative tasks using PyTorch, TensorFlow, or Transformer-based models.
- Model Deployment & MLOps
- Integrate CI/CD pipelines for ML models using platforms like MLflow, Kubeflow, or SageMaker Pipelines.
- Monitor model performance over time and manage retraining to mitigate drift.
- Business Insights & Decision Support
- Communicate analytical findings to key stakeholders in clear, actionable terms.
- Provide data-driven guidance to inform product strategies and business initiatives.
- Ethical AI & Governance
- Ensure compliance with regulations (GDPR) and implement bias mitigation.
- Employ model explainability methods (SHAP, LIME) and adopt best practices for responsible AI
Qualifications
- Technical Skills
- Programming: Python (NumPy, Pandas), R, SQL.
- ML/DL Frameworks: Scikit-learn, PyTorch, TensorFlow, Hugging Face Transformers.
- Big Data & Cloud: Databricks, Azure ML, AWS SageMaker, GCP Vertex AI.
- Automation: MLflow, Kubeflow, Weights & Biases for experiment tracking and deployment.
- Architectural Competencies
- Awareness of data pipelines, infrastructure scaling, and cloud-native AI architectures.
- Alignment of ML solutions with overall data governance and security frameworks.
- Soft Skills
- Critical Thinking: Identifies business value in AI/ML opportunities.
- Communication: Distils complex AI concepts into stakeholder-friendly insights.
- Leadership: Mentors junior team members and drives innovation in AI.
Additional Information
Discover some of the global benefits that empower our people to become the best version of themselves:
- Finance: Competitive salary package, share plan, company performance bonuses, value-based recognition awards, referral bonus;
- Career Development: Career coaching, global career opportunities, non-linear career paths, internal development programmes for management and technical leadership;
- Learning Opportunities: Complex projects, rotations, internal tech communities, training, certifications, coaching, online learning platforms subscriptions, pass-it-on sessions, workshops, conferences;
- Work-Life Balance: Hybrid work and flexible working hours, employee assistance programme;
- Health: Global internal wellbeing programme, access to wellbeing apps;
- Community: Global internal tech communities, hobby clubs and interest groups, inclusion and diversity programmes, events and celebrations.
Our diversity makes us stronger - it drives meaningful change and enables us to build innovative technology solutions. We are committed to creating an inclusive community where all of us, regardless of background, identity, or personal characteristics, feels valued, respected, and free from discrimination. As an equal opportunity employer, we welcome applications from all individuals and base hiring decisions on merit, skills, qualifications, and potential.
Средна заплата за сектора
4,720 лв / месец (изчислена от Yox)
Средна работна заплата за града изчислена от YOX
500 лв / месец
13,500 лв / месец
Мнения и оценки от служители
Изследовател на данни/изследователка на данни
Изследователите на данни намират и тълкуват богати източници на данни, управляват големи количества данни, обединяват източници на данни, осигуряват съгласуваност на наборите от данни и създават визуализации за подпомагане на разбирането на данните. Те изграждат математически модели като използват данни, представят и съобщават констатациите и откритията за данни на специалисти и учени от техния екип и, ако е необходимо, на неспециализирана аудитория, и препоръчват начини за прилагане на данните.
Необходими основни умения
- съставяне на научни или академични документи и техническа документация
- нормализиране на данни
- управляване на изследователски данни
- използване на техники за обработване на данни
- тълкуване на текущи данни
- взаимодейства професионално в научноизследователска и професионална среда
Необходими основни знания
- проучване на данни
- техники за визуално представяне
- извличане на информация
- статистика
- категоризиране на информация
- език за описание на търсене на мрежови ресурси
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