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Oredata Yazılım Anonim Şirketi

<div>OREDATA is a Digital Transformation &amp; IT Consulting firm with 10+ years of proven expertise and hundreds of successfully implemented projects across the EMEA region. When you join the OREDATA team, you'll be working hand-in-hand with experts focused on tackling digital, operational, analytical &amp; data science challenges with the greatest impact. We foster collaboration with proximity, an agile and autonomous approach and best practices and guiding principles.
Read more: https://medium.com/@oredata-engineering
Apply and be part of our exciting journey!
Responsibilities:<ul>
<li>Design and Develop Agentic AI Systems: Architect, develop and deploy intelligent agent systems that exhibit autonomous decision-making and action-taking capabilities, leveraging large language models (LLMs) and other advanced AI techniques.</li>
<li>Data Analysis &amp; Predictive Modeling: Analyze and interpret large, complex datasets using advanced statistical techniques and machine learning algorithms. Develop and implement predictive models, including recommendation engines, to identify patterns, trends, and actionable insights.</li>
<li>Feature Engineering &amp; Data Orchestration: Lead the collection, cleaning, organization, and transformation of large, complex datasets from multiple sources into high-quality features for training and evaluating AI models.</li>
<li>System Integration &amp; Scalability: Build and maintain scalable software infrastructure and data pipelines required for AI/ML and agentic AI deployments. Ensure the seamless integration of AI agents with existing systems and workflows.</li>
<li>Cross-functional Collaboration &amp; Communication: Collaborate effectively with cross-functional teams, including product managers, data scientists, and business stakeholders, to understand business needs, translate them into AI solutions, and present complex findings and data-driven results in a clear and concise manner to diverse audiences.</li>
<li>Innovation &amp; Research: Drive innovation in agentic AI methodologies, tools, and applications within the organization. Conduct research and experimentation with new generative AI and agentic techniques, staying abreast of the latest advancements in the field.</li>
<li>Performance Optimization &amp; Monitoring: Optimize agent workflows for reliability, safety and performance. Implement robust monitoring and evaluation frameworks for deployed AI agent systems.</li>
</ul>Requirements:<ul>
<li>Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or a relevant field.</li>
<li>Proven experience 5 to 10 years in software development, with a strong focus on AI/ML engineering.</li>
<li>Demonstrated experience in building and deploying AI agent systems or similar autonomous systems.</li>
<li>Solid understanding of machine learning algorithms, statistical modeling and data analysis techniques.</li>
<li>Proficiency in Python and relevant AI/ML libraries (e.g., TensorFlow, PyTorch, Scikit-learn).</li>
<li>Experience with prompt engineering and fine-tuning Large Language Models (LLMs).</li>
<li>Strong problem-solving and analytical skills with an ability to translate complex data into actionable business strategies.</li>
<li>Excellent communication, presentation, and interpersonal skills, with the ability to convey technical concepts to non-technical stakeholders.</li>
</ul>Preferred Qualifications<ul>
<li>Experience with cloud computing platforms, particularly Google Cloud Platform (GCP).</li>
<li>Familiarity with specific Agentic AI frameworks such as Google Cloud ADK (Agent Development Kit), CrewAI, LangChain etc.</li>
<li>Experience with MLOps principles and tools for model deployment and monitoring.</li>
<li>Knowledge of techniques for grounding generative models with external knowledge sources (e.g., Retrieval-Augmented Generation - RAG, Knowledge Graphs).</li>
<li>Experience with multi-agent systems and orchestration.</li>
</ul>Get to know us
If you want to know more about us and what we do, then visit our website: www.oredata.com
Why Oredata?<ul>
<li>Remote working and flexible time off</li>
<li>Open communication, flexibility and start-up spirit</li>
<li>Learning &amp; Development opportunities for both personal and professional growth</li>
<li>Opportunity to get company paid Professional Certificates (Google Cloud Platform, Confluent Kafka, etc)</li>
<li>Access to Online Training Platforms (Udemy, Pluralsight, A Cloud Guru, Coursera, etc.)</li>
<li>Dynamic work ecosystem where you can take initiative and responsibility</li>
<li>Opportunity to work on international projects</li>
<li>Private Health Insurance</li>
<li>Birthday Leave Policy</li>
</ul>Ki&#351;isel verileriniz i&#351;e al&#305;m s&uuml;recinin y&uuml;r&uuml;t&uuml;lebilmesi amac&#305;yla veri sorumlusu s&#305;fat&#305;yla &#351;irketimiz Oredata Yaz&#305;l&#305;m A.&#350;. taraf&#305;ndan i&#351;lenecektir. Ki&#351;isel verilerinizin i&#351;lenmesi ve haklar&#305;n&#305;zla ilgili detayl&#305; bilgiye https://oredata.com/personal-data-protection-policy/ ba&#287;lant&#305;s&#305; &uuml;zerinden ula&#351;abilirsiniz.</div>

Agentic AI Engineer

Zepp Health

<div>
 
 
 Job Title:
 
 NLP/ML/AI Engineer - Generative Modeling
 
 
 
 Location:
 
 Turkey (Istanbul)
 
 
 
 Introduction
 
 : Zepp Health (NYSE: ZEPP) is a global smart wearable and health technology leader that empowers users to live their healthiest lives by optimizing their health, fitness, and wellness journeys through its leading brands such as Amazfit, Zepp Clarity and Zepp Aura. Our Big Data and Cloud team is building world-class applications such as Zepp Coach (an AI-powered feature that offers tailored guidance to help users train more scientifically) and Zepp Aura (an innovative rest and mindfulness solution that provides users with dynamic tools to enjoy deeper sleep, improve their mental well-being and lead a more joyful life).
 
 
 
 
 
 
 Position:
 
 
 
 We are seeking a Software Engineer with hands-on experience in integrating AI applications into backend systems. This role involves dataset construction, AI system integration, and pipeline evaluation.
 
 
 
 
 
 
 Key Responsibilities:
 
 
 <ul>
 <li>
 Lead the design and development of cutting-edge AIGC (AI-Generated Content) applications.
 </li>
 <li>
 Evaluate model performance and drive data-informed optimizations to improve accuracy and system efficiency.
 </li>
 <li>
 Collaborate closely with cross-functional teams&mdash;including modeling and product&mdash;to shape the strategic roadmap for AI/NLP initiatives.
 </li>
 <li>
 Stay current with industry trends and incorporate innovative techniques into production systems.
 </li>
 </ul>
 
 
 
 
 
 Required Qualifications:
 
 
 <ul>
 <li>
 Bachelor&rsquo;s degree in Computer Science or a related discipline.
 </li>
 <li>
 Experience building AI pipelines that directly support product features.
 </li>
 <li>
 Proficiency in Python and some level of experience with ML frameworks is preferred (sklearn, pytorch)
 </li>
 <li>
 Theoretical foundation in ML, with a focus on model evaluation.
 </li>
 <li>
 Strong problem-solving abilities and a data-driven, analytical mindset.
 </li>
 <li>
 Proven ability to excel in a remote work environment and lead an international team across multiple time zones.
 </li>
 </ul>
 
 
 
 
 We are excited to welcome passionate individuals who can contribute to our AI-powered innovations. If you have the required qualifications and a drive to make a difference in the field of AI, we encourage you to apply today!
 
</div>

AI Backend Engineer - Team Lead

Vodafone

<div><div><div><div><h2 class="jobSectionHeader">Join Us</h2>
</div><div>
At Vodafone, we&rsquo;re not just shaping the future of connectivity for our customers &ndash; we&rsquo;re shaping the future for everyone who joins our team. When you work with us, you&rsquo;re part of a global mission to connect people, solve complex challenges, and create a sustainable and more inclusive world. If you want to grow your career whilst finding the perfect balance between work and life, Vodafone offers the opportunities to help you belong and make a real impact.</div></div><div><div><h2 class="jobSectionHeader">
What you&rsquo;ll do</h2>
</div><div>
As a Lead NLP Engineer specializing in Generative AI, you will spearhead the design, development, and deployment of cutting-edge GenAI solutions across various business domains. You will collaborate with cross-functional teams including data science, product management, and business stakeholders to drive innovation and scalability in AI initiatives. In this leadership role, you will be responsible for mentoring senior and junior AI engineers and aligning technical strategy with business goals. 
 
You will also act as a business translator, ensuring that AI initiatives are closely aligned with business needs and that technical concepts are clearly communicated to non-technical stakeholders. A strong understanding of business processes, value creation, and AI&rsquo;s strategic impact is essential for success in this role.
 
 
Key Responsibilities 
 
Lead the design and implementation of Generative AI models (e.g., LLMs, diffusion models) tailored to business needs 
 
Architect scalable and secure AI pipelines leveraging cloud/on-prem infrastructure 
 
Guide the development and fine-tuning of LLMs using PEFT, prompt engineering, or RAG 
 
Evaluate and integrate open-source and proprietary GenAI tools 
 
Collaborate with product and domain teams to identify and prioritize impactful GenAI use cases 
 
Translate business requirements into technical solutions and vice versa 
 
Act as a liaison between technical teams and business stakeholders to ensure alignment and understanding 
 
Ensure AI solutions comply with responsible AI, privacy, and security standards 
 
Mentor and coach AI team members, supporting their technical growth 
 
Monitor emerging trends in GenAI and proactively suggest innovative applications</div></div><div><div><h2 class="jobSectionHeader">
Who you are</h2>
</div><div>
MSc or PhD in Computer Science, AI, Machine Learning, or a related field (PhD preferred) 
 
6+ years of experience in AI/ML, with at least 2 years in Generative AI projects 
 
Proficiency in Python and ML libraries such as PyTorch, TensorFlow, Hugging Face 
 
Strong understanding of transformer architectures and LLM frameworks 
 
Experience deploying AI solutions in production environments 
 
Familiarity with vector databases, RAG pipelines, LangChain, or similar tools 
 
Strong business acumen and the ability to understand and shape business value through AI 
 
Proven ability to translate business problems into AI solutions and communicate results clearly 
 
Excellent communication and leadership skills 
 
Experience in telecom or regulated industries is a plus</div></div><div><div><h2 class="jobSectionHeader">
Not a perfect fit?</h2>
</div><div>
Worried that you don&rsquo;t meet all the desired criteria exactly? At Vodafone we are passionate about empowering people and creating a workplace where everyone can thrive, whatever their personal or professional background. If you&rsquo;re excited about this role but your experience doesn&rsquo;t align exactly with every part of the job description, we encourage you to still apply as you may be the right candidate for this role or another opportunity.</div></div><div><div><h2 class="jobSectionHeader">
What's in it for you</h2>
</div><div><div>
We like to keep them flexible: 
 
<ul><li>Vflexy: Flexible Benefits Program</li><li>Hybrid working kit</li><li>Ergonomic kit allowance</li><li>Digital meal voucher</li><li>Flexible transportation allowance.</li><li>Employee assistance hotline &amp; counselling</li><li>Comprehensive and flexible private health insurance</li><li>Discounted price deals for wide range of products &amp; services</li></ul> 
Plus, plenty more to enjoy!If you want to know more about us and what we do, then visit our website: www.vodafone.com.tr 
 
https://www.vodafone.com.tr/insan-kaynaklari 
 
Instagram: https://www.instagram.com/vodafonekariyer/ 
 
Youtube: https://www.youtube.com/user/VFTurkiye 
 
Data Privacy 
By applying for this job, you accept the Vodafone Privacy Policy. Please visit Privacy Policy web page at https://careers.vodafone.com/privacy-policy/turkey/ for further details.</div></div></div><div><div><h2 class="jobSectionHeader">
Who we are</h2>
</div><div>
We are a leading international Telco, serving millions of customers. At Vodafone, we believe that connectivity is a force for good. If we use it for the things that really matter, it can improve people's lives and the world around us. Through our technology we empower people, connecting everyone regardless of who they are or where they live and we protect the planet, whilst helping our customers do the same.
Belonging at Vodafone isn't a concept; it's lived, breathed, and cultivated through everything we do. You'll be part of a global and diverse community, with many different minds, abilities, backgrounds and cultures. ;We're committed to increase diversity, ensure equal representation, and make Vodafone a place everyone feels safe, valued and included.
If you require any reasonable adjustments or have an accessibility request as part of your recruitment journey, for example, extended time or breaks in between online assessments, please refer to https://careers.vodafone.com/application-adjustments/ for guidance.
Together we can.</div></div></div></div>

Lead NLP Engineer

PragmaCraft

Ready to be part of the post-modern industrial revolution led by Large Language Models (LLMs)?Do you want to shape the future in the world of Generative AI?We ArePragmaCraft is a small, developer-centric software start-up specializing in crafting state-of-the-art AI software. Our focus is on delighting users through research and development in Generative AI, Natural Language Processing, Deep Learning, LLMs, and Retrieval Augmented Generation (RAG). Founded in 2013, we've been pioneers in AI, collaborating with well-known companies and maintaining a partnership with T&uuml;rkiye's largest private bank since 2017.Our journey began in 2012 with the idea of an Intelligent Search Assistant like today&rsquo;s ChatGPT. Since then, we have been working on everything at the intersection of Deep Learning and Natural Language Processing. Our milestones include creating the first version of Intelligent Search Assistant in 2014, deploying our first Deep Learning Project in 2015 and our first Neural Machine Translation Model in 2016. Our ambition to contribute to further advancements of NLP continues as we seek a pragmatic programmer to develop our LLM and RAG-based enterprise question-answering system, Answie. For more info, visit: https://answie.com/You Are<ul><li>Experienced in AI &amp; GenAI, including building ML and DL models.</li><li>A pragmatic programmer: highly self-motivated, intelligent, and efficient. You take pride in your code's craftsmanship and the systems you build.</li><li>Positive, team-friendly, and ethical in your work.</li><li>Open to constructive feedback.</li><li>Capable of delivering GenAI/AI/ML/DL projects from start to finish, including understanding business requirements, developing architecture, data aggregation and exploration, building &amp; validating predictive models, and deploying models to impact the organization positively.</li><li>Possessing a product mindset. Taking ownership of projects by building solutions that don't just meet expectations but exceed them, turning challenges into opportunities and ideas into innovations.</li><li>Up-to-date with the latest advancements in GenAI &amp; NLP technologies and its tools.</li></ul>Must-Have Qualifications<ul><li>A deep technical understanding that spans from high-level abstractions to low-level details, aspiring to be at level 3 in the Programmer Competency Matrix.</li><li>Software engineering skills with demonstrable proficiency and understanding of best practices in Python and other programming languages.</li><li>An intuitive understanding of machine learning algorithms, including both supervised and unsupervised modeling techniques.</li><li>Experience with version control and collaboration in software projects, including proficiency in Git for branching and merging.</li><li>Familiarity with both Relational and Non-Relational Database Systems.</li><li>Hands-on experience in the Generative AI &amp; NLP field, from Word Vectors to Transformer models.</li><li>Good knowledge of deep learning algorithms and workflows, with experience in frameworks like PyTorch.</li><li>Hands-on experience with HuggingFace platform and transformers framework.</li></ul>What You'll Do<ul><li>Deliver end-to-end GenAI/AI/ML/DL solutions.</li><li>Elicit business requirements.</li><li>Aggregate, explore and analyze data.</li><li>Build, validate, and deploy predictive models.</li><li>Develop the next generation of PragmaCraft products.</li><li>Support your fellow developers through proactive communication, documentation, and peer review.</li><li>Discover cutting-edge methods and tools for addressing challenges in NLP.</li></ul>What We Offer<ul><li>Engaging projects at the forefront of Gen AI, NLP, Deep Learning, and ML.</li><li>The opportunity to learn from an experienced and collaborative team of Data Scientists, ML Researchers, and Data Architects.</li><li>A deep commitment to your career development, with support to help you improve your craft and the expectation that you'll teach us a few things along the way.</li><li>Flexible remote working, with occasional office gatherings at &#304;T&Uuml; Teknokent for those who prefer it.</li><li>Competitive compensation tailored to your experience and expertise.</li><li>Benefits such as Macbook, as well as the possibility of relocation to abroad. A trust-based work and leave schedule, and ownership of your working hours.</li><li>A voice in company decisions, regardless of your position.</li></ul>Hiring ProcessWe welcome candidates of any level, assessing not just by years of experience but also by enthusiasm and the ability to learn quickly. If your CV catches our eye, you&rsquo;ll be invited for an online interview with future co-workers. Successful candidates will then proceed to the final interview.Job Type: Full-timeApplication Question(s):<ul><li>Where did you hear about this job posting?</li><li>How do you decide if Machine Learning is the correct solution for a business problem?</li><li>What do you think are the main challenges in GenAI and NLP projects?</li></ul>Education:<ul><li>Bachelor's (Preferred)</li></ul>Experience:<ul><li>Python: 1 year (Required)</li><li>PyTorch: 1 year (Required)</li><li>Pandas: 1 year (Required)</li></ul>Language:<ul><li>English (Required)</li></ul>

Machine Learning Engineer (GenAI) / Remote

Pazarama

<div>
 
 
 Hi, I've got something to share with you!
 
 
 
 
 
 
 My name is Pazarama.
 
 
 
 
 
 
 Who am I?
 
 
 
 
 
 
 I&rsquo;m an e-commerce platform that makes life easier for my customers and business partners&mdash;a place where you can find everything you need. My name is a blend of the words "Bazaar" and "Panorama." I'm here to offer a panoramic view of the e-commerce world, creating a marketplace where everyone can find what they&rsquo;re looking for. Plus, with the strength of being a subsidiary of &Idot;&scedil; Bank and my broad perspective, I aim to create a sustainable shopping ecosystem.
 
 
 I&rsquo;m everywhere, making it easy for you to reach me: Pazarama mobile, the Pazarama website, &Idot;&scedil;Cep, Maximum Mobile and physical stores.
 
 
 From hotel and flight bookings to car rentals, online shopping to transportation card top-ups, even fuel payments without leaving your car, and exciting sweepstakes&mdash;I provide an all-in-one platform to meet all your needs.
 
 
 But that's not all... I aim to please those who choose me by offering payment options packed with discounts, instalment plans, and rewards. I don't just make shopping easier; I make it more rewarding with everything I&rsquo;ve mentioned. I&rsquo;m constantly evolving, enhancing myself and my technologies for my users and business partners.
 
 
 
 
 
 
 So, what can I do for you?
 
 
 
 
 
 
 This is a journey, and we&rsquo;re in it together. We&rsquo;ll enhance your skills with career-supporting training and create opportunities to achieve your dreams together. Every step of the way, we&rsquo;ll make this journey more vibrant with your ideas, enthusiasm, and talents. In this adventure, where you won&rsquo;t be afraid of making mistakes, we can turn your dreams into reality together.
 
 
 If you want to join me on this journey, apply for the position below and become part of our team!
 
 
 
 
 
 Pazarama is with you on your career journey 💙
 
 
 
 
 
 
 Qualifications:
 
 
 
 
 
 <ul>
 <li>
 A great team player with a creative, self-initiative mindset
 </li>
 <li>
 Excellent communication skills and problem-solving abilities
 </li>
 <li>
 2+ years of experience working as Data Scientist, Machine Learning Engineer or equivalent
 </li>
 <li>
 BS/MS degree in quantitative field (data science, computer engineering/science, information systems, software engineering, mathematics, statistics, or a similar field), or equivalent experience
 </li>
 <li>
 Experience in applying statistical solutions to solving business problems
 </li>
 <li>
 Fluency in Python and SQL
 </li>
 <li>
 Experience using analytics related libraries and AI/ML frameworks (e.g. scikit-learn, pandas, PyTorch, Tensorflow, PySpark)
 </li>
 <li>
 Active engagement with new trends in technology
 </li>
 </ul>
 
 
 
 
 
 Responsible for:
 
 
 
 
 
 <ul>
 <li>
 Work with large and complex data sets to solve a wide array of challenging problems using different analytical and statistical approaches
 </li>
 <li>
 Perform mining, preparation and preprocessing of structured and unstructured data
 </li>
 <li>
 Converting data into meaningful insights and presenting information using data visualization tools and techniques
 </li>
 <li>
 Collaborate with stakeholders across the organization to create data-driven business solutions
 </li>
 <li>
 Conduct projects end-to-end from initial business case through development and production
 </li>
 <li>
 Design, develop and test machine learning and deep learning pipelines and platforms
 </li>
 <li>
 Focus on quality, accuracy and consistency of data, reporting data quality issues to both data owners and technical staff
 </li>
 </ul>
 
 
 
 
 
 Preferred if:
 
 
 
 
 
 <ul>
 <li>
 Strong experience in relational (SQL Server) and non-relational databases (Mongo DB)
 </li>
 <li>
 Knowledge of typical BI/data analytics tools (PowerBI/Tableau)
 </li>
 <li>
 Fluency in other programming languages (e.g. Scala, C#, Java) is a plus
 </li>
 <li>
 Hands-on experience with workflow management platforms (e.g. AirFlow, MLFlow, MLRun)
 </li>
 <li>
 Experience with Computer Vision, Image Processing, Natural Language Processing (NLP) techniques, recommendation systems and applications
 </li>
 <li>
 Participation in competition platforms like Kaggle
 </li>
 <li>
 Experience in cloud platforms (Amazon Web Services, Google Cloud Platform or Microsoft Azure) with related tools
 </li>
 <li>
 Experience in modern DevOps practices and containerization technologies (Docker, Kubernetes)
 </li>
 <li>
 Knowledge of recommendation and personalization systems, with experience in e-commerce environments is a big plus
 </li>
 </ul>
 
 
 
 
 
 Bu ilan sebebiyle yapaca&gbreve;&inodot;n&inodot;z ba&scedil;vurular arac&inodot;l&inodot;&gbreve;&inodot;yla toplanacak ki&scedil;isel verileriniz, veri sorumlusu Topkap&inodot; Dan&inodot;&scedil;manl&inodot;k Elektronik Hizmetler Pazarlama ve Ticaret A.&Scedil;. taraf&inodot;ndan 6698 say&inodot;l&inodot; Ki&scedil;isel Verilerin Korunmas&inodot; Kanunu (&ldquo;KVKK&rdquo;) ve ilgili mevzuat kapsam&inodot;nda i&scedil; ba&scedil;vuru s&uuml;re&ccedil;lerinin y&uuml;r&uuml;t&uuml;lmesi amac&inodot;yla otomatik yollarla i&scedil;lenecektir. Ayd&inodot;nlatma Metni&rsquo;ne
 
 https://cdn.pazarama.com/docs/is-basvurusu-aydinlatma-metni.pdf
 
 linkinden ula&scedil;abilirsiniz. &Idot;lan&inodot;m&inodot;za ba&scedil;vuru yapman&inodot;z halinde ilgili metnin t&uuml;m&uuml;n&uuml; onaylam&inodot;&scedil; kabul edileceksiniz.
 
 
</div>

Data Scientist

Codeway

<div>
 
 About Codeway
 
 
 Codeway is a technology company building AI-powered mobile apps used by over 300 million people worldwide.
 
 
 Since 2020, we&rsquo;ve launched 60+ products across photo editing, productivity, entertainment, and more&mdash;many of which lead their categories. Our standout apps include Retake, Wonder, and Chat &amp; Ask AI.
 
 
 With a deep focus on AI research and proprietary technologies, we build experiences that define new standards in mobile. In 2024, we became the most downloaded app publisher on iOS globally. None of this happens without the team. Our 270+ people bring curiosity, clarity, and ownership to everything we build. Recognized as Turkey&rsquo;s #1 LinkedIn Top Startup and a certified Great Place to Work across Europe and the tech industry, Codeway is built to attract, grow, and empower top talent.
 
 
 That&rsquo;s our way. This is Codeway.
 
 
 
 POSITION
 
 
 
 This role will focus on leveraging the app data to optimize the efficiency of marketing campaigns and app features. The ideal candidate will have a robust understanding of statistical analysis and classical machine learning methods with a passion for applying them to real-world time-series forecasting problems.
 
 
 
 WHAT YOU&rsquo;LL BE DOING?
 
 
 
 
 <ul>
 <li>
 Develop and own machine learning models to predict LTV and churn for our subscription-based apps.
 </li>
 <li>
 Design and implement custom loss functions and evaluation metrics tailored to business objectives (e.g., ranking, calibration, cohort forecasting).
 </li>
 <li>
 Drive improvements in automation, maintainability, and reproducibility to support scale and cross-functional adoption of already existing ML models and pipelines.
 </li>
 <li>
 Collaborate closely with data, product, and marketing teams to uncover insights and ensure models drive action.
 </li>
 <li>
 Stay up to date with recent ML research, tools, and modeling approaches &mdash; and translate ideas from papers into practice.
 
 
 
 
 </li>
 </ul>
 
 WHAT YOU&rsquo;LL BRING?
 
 
 
 
 <ul>
 <li>
 2+ years of experience as a Data Scientist or an ML Engineer.
 </li>
 <li>
 BS in engineering/physics/math or related field. MS/PhD is a big plus.
 </li>
 <li>
 Solid understanding of time series forecasting, user behavior modeling, or subscription lifecycle metrics.
 </li>
 <li>
 Strong skills in Python, machine learning frameworks (e.g., scikit-learn, PyTorch, TensorFlow), and model deployment best practices.
 </li>
 <li>
 Familiarity with LTV prediction challenges in consumer apps is a big plus.
 </li>
 <li>
 Strong problem-solving and communication skills &ndash; able to work independently and cross-functionally in a fast-paced environment.
 </li>
 <li>
 A strong understanding of statistics and the ability to identify and assess potential biases in data are essential.
 
 
 
 
 </li>
 </ul>
 
 NICE TO HAVES
 
 
 
 
 <ul>
 <li>
 Previous experience in Customer Lifetime Value and Churn Prediction within subscription based businesses.
 </li>
 <li>
 Contributions to large-scale codebases or open-source projects.
 </li>
 <li>
 Previous experience with cloud data platforms such as BigQuery.
 </li>
 <li>
 Proficiency in SQL and experience working with large datasets.
 </li>
 <li>
 Experience in putting models in production and experiment tracking.
 
 
 
 
 </li>
 </ul>
 
 WHAT&rsquo;S IN IT FOR YOU?
 
 
 
 
 <ul>
 <li>
 Great Place to Work. As our top team member, you'll be a part of a fast-growing startup and have the privilege to enjoy our accredited &ldquo;BEST WORKPLACES&rdquo; environment, ranked first among all workplaces.
 </li>
 <li>
 A Competitive Compensation Package. Long story short, we take care of you.
 </li>
 <li>
 A Meal Compensation that is actually enough for a decent &amp; nutritious lunch, we&rsquo;re not following the industry standard.
 </li>
 <li>
 Full Health Benefits. To keep you away from all the trouble, we provide unlimited private health insurance and cover the HPV vaccine.
 </li>
 <li>
 Pet Adoption Support. We cover the primary healthcare expenses, parasite vaccinations, and microchip costs that may arise within the first year after employees adopt a pet.
 </li>
 <li>
 Cool Tech Stack. Macbook, iPhone 15 Pro, magic mouse, magic keyboard; an adjustable desk with a 4K screen and any other gadget you may need in your job.
 </li>
 <li>
 Sport Activities Support. We care about your physical wellbeing and support your gym membership.
 </li>
 <li>
 Learning Never Ends! Training budget to help you grow in your role, gain new skills, and learn new things!
 </li>
 <li>
 Udemy Free Pass. An unlimited Udemy subscription.
 </li>
 <li>
 Flexible Schedule &amp; Unlimited Vacations. This isn&rsquo;t a &ldquo;clock in, clock out&rdquo; company. We care about your productivity, not tracking every minute you&rsquo;re on site. It&rsquo;s up to you to always be responsible with your work, no matter where you are or what schedule you&rsquo;re keeping.
 </li>
 <li>
 English Course Support. Be more global and perform best at your work.
 </li>
 <li>
 Comprehensive Well-being Support. Through our partnership with Meditopia, we now offer free psychological counseling, along with additional services like dietitian, personal trainer, parenting consultant, physiotherapist, child &amp; adolescent therapist, and face-to-face counseling for employees in Istanbul.
 </li>
 <li>
 A Top-Notch Office. Located at the heart of Istanbul, right next to Levent Metro Station at Ferko Signature.
 </li>
 <li>
 Codebrew. Yes, you&rsquo;ve heard it right: We love coffee so much that we&rsquo;ve built our own coffee shop inside our office, where we also provide healthy snacks at certain hours.
 </li>
 <li>
 Free Breakfast. At Codebrew - every morning at 9:30 AM.
 </li>
 <li>
 No Dress Code. Dress as you like.
 </li>
 <li>
 Happy Hours Every Friday. Every. Single. Friday. When it&rsquo;s 5 PM: Screens off, party on! (Check out Codeway on Instagram)
 </li>
 <li>
 Dream Team. Average Codeway member is young, talented, and passionate - which makes our working environment extremely dynamic. Need proof? Take a look at our Instagram.
 </li>
 <li>
 Gaming Area. Whenever you need to take a break from hard work and relax with your favorite games, our PS5 corner will be waiting for you.
 </li>
 <li>
 Software Support. Subscription to any software you might need to perform at your best.
 </li>
 <li>
 Public Transportation Support. Daily public transportation support is on us, covered by an additional monthly compensation.
 </li>
 <li>
 Parent Support. Becoming a parent is a big moment, and Codeway celebrates it with you. We offer a one-time grant to support our new parents.
 </li>
 <li>
 Massage Room. When you need a moment to recharge and unwind, our massage chair room will be ready to offer you a relaxing break.
 
 
 
 
 </li>
 </ul>
 
 THE RECRUITING PROCESS
 
 
 
 We are committed to keeping our recruitment process short and transparent. Here&rsquo;s how it looks like:
 
 
 
 <ul>
 <li>
 Application: Send us your CV or LinkedIn profile. You can also just write a few words about yourself.
 </li>
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 Case Study: We might send you a task to solve.
 </li>
 <li>
 Talent &amp; Culture Interview: Let&rsquo;s talk about your experience &amp; expectations and see what we can achieve together.
 </li>
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 Technical Interview: You will meet with future team lead to go over the case and your technical capabilities in detail.
 </li>
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 Reference Check: We will contact your references to gain insights into your past experiences and work ethic.
 </li>
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 Welcome Aboard! You are now a part of the team.
 
 
 
 
 </li>
 </ul>
 
 Your personal data that will be collected through your applications made due to this advertisement will be processed automatically by the data controller Codeway in accordance with the Personal Data Protection Law No. 6698 ("KVKK") and relevant legislation for the purpose of conducting job application processes. You can access detailed information on this matter from the
 
 "Candidate Information Notice"
 
 page at
 
 
 https://www.codeway.co
 
 
 . Codeway processes the personal data of job applicants in accordance with relevant legislation. "
 
 Privacy Notice for Employee Candidate
 
 
 "
 
 summarizes the data processing procedures during the application process.
 
 
 
 
 Bu ilan sebebiyle yapaca&gbreve;&inodot;n&inodot;z ba&scedil;vurular arac&inodot;l&inodot;&gbreve;&inodot;yla toplanacak ki&scedil;isel verileriniz veri sorumlusu Codeway taraf&inodot;ndan 6698 say&inodot;l&inodot; Ki&scedil;isel Verilerin Korunmas&inodot; Kanunu (&ldquo;KVKK&rdquo;) ve ilgili mevzuat kapsam&inodot;nda i&scedil; ba&scedil;vuru s&uuml;re&ccedil;lerinin y&uuml;r&uuml;t&uuml;lmesi amac&inodot;yla otomatik yollarla i&scedil;lenecektir. Detayl&inodot; bilgiye
 
 
 https://www.codeway.co
 
 
 adresindeki
 
 
 
 "Aday Ayd&inodot;nlatma Metnimizin"
 
 
 
 sayfas&inodot;ndan ula&scedil;abilirsiniz. Codeway, i&scedil; ba&scedil;vurusu yapan adaylar&inodot;n ki&scedil;isel verilerini, ilgili mevzuat &ccedil;er&ccedil;evesinde i&scedil;lemektedir.
 
 "&Ccedil;al&inodot;&scedil;an Aday&inodot; &Idot;&ccedil;in Gizlilik Bildirimi"
 
 ba&scedil;vuru s&uuml;recindeki veri i&scedil;leme s&uuml;re&ccedil;lerini &ouml;zetler.
 
</div>

Machine Learning Engineer

ING Hubs Türkiye

<div>
 
 
 About ING Hubs
 
 
 
 Following ING&rsquo;s strategic ambition to deliver a superior experience to its customers worldwide, the hubs network contributes to fostering efficiency and digitalization across ING. Providing concentrated expertise along with scalable and sustainable solutions, the hubs focus on straight-through processing, delivering automated services like software development, data management and retail operations.
 
 
 
 
 
 
 
 
 𝑃𝑟𝑒𝑠𝑒𝑛𝑡 𝑖𝑛 𝑃𝑜𝑙𝑎𝑛𝑑, 𝑅𝑜𝑚𝑎𝑛𝑖𝑎, 𝑆𝑙𝑜𝑣𝑎𝑘𝑖𝑎, 𝑡&planckh;𝑒 𝑃&planckh;𝑖𝑙𝑖𝑝𝑝𝑖𝑛𝑒𝑠 𝑎𝑛𝑑 𝑇𝑢𝑟𝑘𝑖𝑦𝑒, 𝐼𝑁𝐺 𝐻𝑢𝑏𝑠 𝑒𝑚𝑝𝑙𝑜𝑦 𝑚𝑜𝑟𝑒 𝑡&planckh;𝑎𝑛 11,000 𝑝𝑟𝑜𝑓𝑒𝑠𝑠𝑖𝑜𝑛𝑎𝑙𝑠 𝑖𝑛 𝑑𝑜𝑚𝑎𝑖𝑛𝑠 𝑠𝑢𝑐&planckh; 𝑎𝑠 𝑠𝑜𝑓𝑡𝑤𝑎𝑟𝑒 𝑑𝑒𝑣𝑒𝑙𝑜𝑝𝑚𝑒𝑛𝑡, 𝑑𝑎𝑡𝑎 𝑚𝑎𝑛𝑎𝑔𝑒𝑚𝑒𝑛𝑡, 𝑜𝑝𝑒𝑟𝑎𝑡𝑖𝑜𝑛𝑠 𝑜𝑟 𝑛𝑜𝑛-𝑓𝑖𝑛𝑎𝑛𝑐𝑖𝑎𝑙 𝑟𝑖𝑠𝑘
 
 
 
 
 
 .
 
 
 ING Hubs Turkiye core capabilities, 𝐑𝐞𝐭𝐚𝐢𝐥 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐚𝐧𝐝 𝐓𝐞𝐜𝐡, have us looking for data experts, developers and other professionals to get onboard in our Istanbul office located in Technopark, Vadistanbul
 
 
 
 
 
 
 About ING
 
 
 
 Think Forward! Our purpose is to empower people to stay a step ahead in life and in business. We are an industry recognized strong brand with positive recognition from customers in many countries, a strong financial position, Omni-channel distribution strategy and international network. If you want to work at a place where we believe that you can make a difference by using the latest Analytics techniques to generate data-driven approaches and conversational products and solve real business challenges, please read on.
 
 
 
 
 
 
 ING Analytics
 
 
 
 ING Analytics is a new unit responsible for realizing this vision for ING, differentiating ING as a leader in data-driven organization, within the banking sector and beyond. The team consists of a number of Global Analytics Centre of Excellences around the bank&rsquo;s key capabilities (such as Pricing, Risk Management, Financial Crime, Customer Intelligence and People Analytics.) as well as strong coordination areas around data management, technology, customer journey, UX, as well as external partnerships.
 
 
 
 
 
 
 COO Analytics- Customer Due Diligence
 
 
 
 You will be part of the COO Analytics Tribe, which delivers generative AI , AI and advanced analytics capabilities to all ING countries.
 
 
 Specifically, you will help creating innovative-scalable-data driven solutions in the space of Customer Due Diligence. You proactively work with teams to implement these solutions across the organization. You will work collaboratively with an extended group of stakeholders, including global and local KYC (Know Your Customer).
 
 
 Your mission will be to ensure the improvement of our products with a team and supporting all ING countries in reaching their targets by providing smart advanced analytics solutions, to strengthen ING leadership in digitalization &amp; support our 40 million customers.
 
 
 We work in a fun and creative environment, and we&rsquo;re dedicated to bringing out the best in both our relations and our projects, ranging from enhancing our virtual assistants in production via innovative NLP techniques sush as Generative AI and Large Language Models, to building speech analytics use cases across all the countries ING operates in.
 
 
 
 
 
 
 The opportunity
 
 
 
 As a NLP/LLM Data Scientist, you will be joining the global ING Analytics organization and will partner with Machine Learning (ML) Engineers and Customer Journey Experts to design and implement leading-edge conversational AI products, such as agent assists and Retrieval Augmented Generation systems using LLMs. As an NLP/LLM data scientist, you understand business needs, perform data preprocessing and analysis, and build machine learning models and/or design and implement NLP models using managed LLM services for speech and text data to improve our platform and ING&rsquo;s KYC agents&rsquo; efficiencies globally.
 
 
 
 
 
 
 A day in the life of an NLP Data Scientist
 
 
 
 
 
 
 After your morning coffee, you stand up with data engineers to understand the best scalable way to get models to run in production, leading the way in how to approach a modeling problem and to turn data into business value. You talk to the business to convince them that your solution has value and you incorporate their feedback into your modeling pipeline. After a lunch break with colleagues, you think of a new technology you&rsquo;d like to try out. You start investigating and write it up for the next experimentation day or demo. At the end of the afternoon, you finalize some comments other colleagues from the ING Analytics Community had on your latest blog post or start building your presentation for the next conference you will be presenting at. As a Data Scientist working for ING Global Analytics, you&rsquo;ll never get bored with many experienced and skilled colleagues around you, the freedom to innovate, and to not only use open source and cloud managed service tooling, but also contribute and teach about them.
 
 
 
 
 
 
 You Will Be Responsible For
 
 
 <ul>
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 Design and implementation of solutions using Generative AI and LLM technologies
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 Developing production level NLP models
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 Working with ML Engineers to productionize your developed NLP models
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 Using the cutting-edge NLP and (Gen)AI frameworks and technologies such as Large Language Models and Generative AI
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 Following best practices in developing ML code and ML software tests
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 Making design and technical decisions for (Gen)AI projects at ING Analytics. Supporting local teams in several countries and their projects. Participating in design, analysis, and interpretation of business hypotheses and exploring datasets. Recommending ideas to the business based on data.
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 Assisting your model users to understand the data science principles and when needed explaining the model behavior and possible corrective actions.
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 Contributing to strengthening the data analytics capability within the team.
 </li>
 </ul>
 
 
 
 
 
 About you
 
 
 <ul>
 <li>
 Always thinking a step ahead and never satisfied with the status quo
 </li>
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 Enthusiasm for helping others to be successful and a talent for taking it on and making it happen
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 You have a learning attitude. Not only to master new technologies and programming languages, but also on the interpersonal level. You are proven to be able to ask and give feedback
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 You embrace challenges in a fast-changing and complex environment
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 You are a naturally collaborative person who listens and invests in others to achieve common goals
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 You have a Pro-active and can-do attitude (self-steering)
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 You take pride in your code and take responsibility for keeping it running in production
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 You combine both thinking of the future and a hands-on, right now attitude
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 You enjoy working in a team, with highly skilled people, having a creative atmosphere where trying out new things is encouraged.
 </li>
 </ul>
 
 
 
 
 
 How to succeed
 
 
 <ul>
 <li>
 Degree in Computer Science, and preferably in Natural Language Processing, Information Retrieval, or Machine Learning.
 </li>
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 A minimum of 2 years experience in building Natural Language Processing or Information Retrieval pipelines and models
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 Experience with operationalisation of LLMs or Generative AI applications
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 You have an in-depth understanding of algorithms like Transformers, Recurrent Neural Networks, and Convolutional Neural Network
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 Strong programming skills in Python, experience in delivering production grade code, and reasonable SQL understanding
 </li>
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 Can build an &ldquo;end-to-end ML software product&rdquo; which has NLP/IR component
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 Experience with Deep Learning frameworks like Tensorflow and PyTorch
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 You have excellent oral and written communication skills at the technical and business level
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 Fluent in written and spoken English.
 </li>
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 Familiarity with Agile Scrum way of working
 </li>
 </ul>
 
 
 
 
 
 Nice To Have
 
 
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 <li>
 Experience with Google Cloud Platform
 </li>
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 Experience with applying NLP on banking and/or KYC domains
 </li>
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 Knowledge of DevOps practices including Git and CI/CD
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 Experience with CI/CD for Machine Learning pipeline (CD4ML).
 </li>
 </ul>
 
 
 
 
 
 
 
 
 What We Offer at ING Hubs Turkiye
 
 
 
 
 
 
 At ING Hubs Turkiye, we believe that your work should be fulfilling in every way. We pay attention to even the smallest details to ensure that your experience is rewarding. Here&rsquo;s what you can expect when you join our organization:
 
 
 
 
 
 
 Be Yourself, Be an ING'er
 
 
 
 
 
 <ul>
 <li>
 
 Dynamic Environment:
 
 Work in an informal, vibrant atmosphere with innovative colleagues supporting your endeavors.
 </li>
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 Innovation Culture:
 
 Share your innovative ideas while exploring PACE methodology with us.
 </li>
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 Global Exposure:
 
 Participate in global projects and expand your career opportunities.
 </li>
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 Communication &amp; Celebrations:
 
 Enjoy various communication activities and celebrations that promote a friendly work environment.
 </li>
 <li>
 
 Health Care:
 
 Your health matters; we offer a comprehensive health insurance package for you and your loved ones, including spouse and children.
 </li>
 <li>
 
 Private Pension Plan:
 
 Secure your future dreams with our private pension plan.
 </li>
 </ul>
 
 
 
 
 
 If you want to do your thing and explore the life while working don&rsquo;t miss this opportunity!
 
 
</div>

Senior NLP Data Scientist

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