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chapter lead data scientist

ai science associate director

Turkcell

<div>
 
 Turkcell olarak yeteneklerimize e&scedil;siz insan deneyimi ya&scedil;atarak, de&gbreve;er yaratan s&uuml;rd&uuml;r&uuml;lebilir bir organizasyon in&scedil;a etmeyi ve i&scedil;veren markam&inodot;z&inodot; zirveye ta&scedil;&inodot;may&inodot; hedefliyoruz. Bu hedef do&gbreve;rultusunda benimsedi&gbreve;imiz de&gbreve;erlerimizi i&scedil; yap&inodot;&scedil; bi&ccedil;imlerimize yans&inodot;t&inodot;yoruz.
 
 
 
 
 
 
 
 Turkcell&rsquo;de Neye De&gbreve;er Veriyoruz?
 
 
 
 
 
 &Idot;nsan Odakl&inodot;l&inodot;k:
 
 E&scedil;siz insan deneyimi olu&scedil;turmak amac&inodot;yla uygulamalar&inodot;m&inodot;z&inodot;n merkezinde insan&inodot; konumluyor, &ccedil;al&inodot;&scedil;anlar&inodot;m&inodot;z&inodot;n potansiyelini en &uuml;st d&uuml;zeye &ccedil;&inodot;karmay&inodot; ve onlar&inodot;n yeteneklerini geli&scedil;tirmeyi hedefliyoruz.
 
 
 
 Yenilik:
 
 &Idot;nsanlar&inodot;n hayat&inodot;nda fark yaratan yenilik&ccedil;i &ccedil;&ouml;z&uuml;mler &uuml;retmek, fikir ve teknolojileri ke&scedil;fetmek i&ccedil;in tutkulu bir &scedil;ekilde &ccedil;al&inodot;&scedil;&inodot;yoruz.
 
 🚀
 
 
 
 
 M&uuml;kemmellik:
 
 Dahil oldu&gbreve;umuz ve temas etti&gbreve;imiz her noktada m&uuml;kemmelliyeti hedefliyor, kendimize y&uuml;ksek standartlar belirliyor, ola&gbreve;an&uuml;st&uuml; sonu&ccedil;lar elde ediyoruz.
 
 🎯👌🏼
 
 
 
 
 &Idot;&scedil; Birli&gbreve;i:
 
 Ba&scedil;ar&inodot;n&inodot;n anahtar&inodot; olarak birlikte &ccedil;al&inodot;&scedil;may&inodot;, sayg&inodot; ve &scedil;effafl&inodot;k k&uuml;lt&uuml;r&uuml;n&uuml; te&scedil;vik ediyoruz. 👥🔗🧩
 
 
 
 M&uuml;&scedil;teri Odakl&inodot;l&inodot;k:
 
 M&uuml;&scedil;terilerimizin ihtiya&ccedil;lar&inodot;n&inodot; merkeze koyarak ola&gbreve;an&uuml;st&uuml; m&uuml;&scedil;teri deneyimleri sunmay&inodot; hedefliyoruz. 🤝🖇️
 
 
 
 S&uuml;rd&uuml;r&uuml;lebilirlik:
 
 M&uuml;&scedil;terilerimiz, &ccedil;al&inodot;&scedil;anlar&inodot;m&inodot;z ve d&uuml;nyam&inodot;z i&ccedil;in s&uuml;rd&uuml;r&uuml;lebilir bir gelecek amac&inodot;yla &ccedil;al&inodot;&scedil;&inodot;yoruz.
 
 🌍
 
 
 
 
 
 
 
 
 Ne Bekliyoruz?
 
 
 
 <ul>
 <li>
 Veri Bilimi, Bilgisayar Bilimleri, Yapay Zeka veya ilgili alanlarda tercihen doktora (PhD) derecesine sahip olmak; ancak y&uuml;ksek lisans (MSc) derecesi bulunan ve ilgili alanda g&uuml;&ccedil;l&uuml; uygulamal&inodot; deneyim sahibi adaylar da de&gbreve;erlendirilecektir.
 </li>
 <li>
 Yapay Zeka / Makine &Ouml;&gbreve;renmesi (AI/ML) alan&inodot;nda en az 7 y&inodot;l, ekip y&ouml;netimi veya teknik liderlik rollerinde en az 3 y&inodot;l profesyonel &ccedil;al&inodot;&scedil;ma deneyimi olan,
 </li>
 <li>
 Deep Learning, Transformers, B&uuml;y&uuml;k Dil Modelleri (LLM) ve di&gbreve;er Generative AI mimarileri konusunda derin teorik bilgi ve uygulamal&inodot; uzmanl&inodot;&gbreve;&inodot; olan,
 </li>
 <li>
 Supervised Fine-Tuning (SFT), Reinforcement Learning (RL) gibi y&ouml;ntemlerde pratik deneyimi olan,
 </li>
 <li>
 PyTorch framework&rsquo;&uuml; konusunda ileri d&uuml;zeyde bilgi ve deneyime sahip,
 </li>
 <li>
 Python programlama dili ve Numpy, Pandas, Scikit-learn gibi veri bilimi k&uuml;t&uuml;phanelerine hakimiyeti olan,
 </li>
 <li>
 Karma&scedil;&inodot;k teknik konular&inodot; farkl&inodot; hedef kitlelere etkili bir &scedil;ekilde aktarabilme yetene&gbreve;i ve g&uuml;&ccedil;l&uuml; ileti&scedil;im becerilerine sahip.
 </li>
 </ul>
 
 
 
 Tercihen;
 
 
 
 <ul>
 <li>
 MLOps prensipleri ve ara&ccedil;lar&inodot; konusunda bilgi ve uygulama deneyimi olan,
 </li>
 <li>
 B&uuml;y&uuml;k &ouml;l&ccedil;ekli AI/ML modelleri geli&scedil;tirme, e&gbreve;itme ve da&gbreve;&inodot;t&inodot;ma alma (deployment) konusunda deneyimli,
 </li>
 <li>
 NeurIPS, ICML, ICLR, CVPR gibi sayg&inodot;n AI/ML konferanslar&inodot;nda yay&inodot;mlanm&inodot;&scedil; akademik &ccedil;al&inodot;&scedil;malar&inodot; olan,
 </li>
 <li>
 Start-up veya h&inodot;zl&inodot; b&uuml;y&uuml;yen teknoloji &scedil;irketlerinde &ccedil;al&inodot;&scedil;ma deneyimi olan,
 </li>
 <li>
 &Idot;ngilizce dilinde ak&inodot;c&inodot; s&ouml;zl&uuml; ve yaz&inodot;l&inodot; ileti&scedil;im becerisi.
 </li>
 </ul>
 
 
 
 
 
 
 Turkcell&rsquo;de AI Science Associate Director Rol&uuml; Ne Yapar?
 
 
 
 <ul>
 <li>
 &Scedil;irketin yapay zeka modellerinden en y&uuml;ksek performans&inodot; al&inodot;nmas&inodot;n&inodot; sa&gbreve;lamak &uuml;zere AI Science ekibine liderlik eder,
 </li>
 <li>
 Saf akademik &ccedil;al&inodot;&scedil;malardan ziyade, i&scedil; hedeflerine do&gbreve;rudan katk&inodot; sa&gbreve;layan uygulamal&inodot; ara&scedil;t&inodot;rmalara (applied research) odaklan&inodot;r,
 </li>
 <li>
 Ba&scedil;ta Generative AI olmak &uuml;zere, en g&uuml;ncel AI modellerinin se&ccedil;imi, benchmark edilmesi, fine-tuning stratejilerinin belirlenmesi ve model performans&inodot;n&inodot;n maksimize edilmesi s&uuml;re&ccedil;lerini y&ouml;netir,
 </li>
 <li>
 AI &Uuml;r&uuml;n Y&ouml;netimi ve Yaz&inodot;l&inodot;m M&uuml;hendisli&gbreve;i ekipleriyle yak&inodot;n i&scedil; birli&gbreve;i i&ccedil;inde &ccedil;al&inodot;&scedil;arak, teoriyi prati&gbreve;e d&ouml;n&uuml;&scedil;t&uuml;ren, pragmatik ve sonu&ccedil; odakl&inodot; bir ara&scedil;t&inodot;rma k&uuml;lt&uuml;r&uuml; olu&scedil;turur,
 </li>
 <li>
 AI Science ekibine teknik ve stratejik liderlik sa&gbreve;lar; ekip &uuml;yelerine mentorluk yaparak bireysel geli&scedil;imlerini destekler,
 </li>
 <li>
 &Scedil;irketin i&scedil; hedefleri ve &uuml;r&uuml;n ihtiya&ccedil;lar&inodot;na uygun AI/ML modellerini (&ouml;zellikle LLM'ler ve di&gbreve;er Generative AI modelleri) belirlemek i&ccedil;in ara&scedil;t&inodot;rma s&uuml;re&ccedil;lerini y&ouml;netir,
 </li>
 <li>
 Farkl&inodot; kullan&inodot;m senaryolar&inodot; i&ccedil;in model performans&inodot;n&inodot; objektif &scedil;ekilde &ouml;l&ccedil;en kapsaml&inodot; benchmark sistemleri kurar ve s&uuml;rd&uuml;r&uuml;r,
 </li>
 <li>
 Generative AI alan&inodot;ndaki g&uuml;ncel geli&scedil;meleri takip ederek, en uygun stratejilerle bu teknolojilerden maksimum fayda sa&gbreve;lar,
 </li>
 <li>
 Model performans&inodot;n&inodot; art&inodot;rmak amac&inodot;yla SFT, RLHF, LoRA, RL, Prompt Engineering, RAG gibi y&ouml;ntemler aras&inodot;nda en etkili yakla&scedil;&inodot;m&inodot; belirler ve uygular,
 </li>
 <li>
 AI ekipleriyle birlikte &ccedil;al&inodot;&scedil;arak i&scedil; problemlerini do&gbreve;ru makine &ouml;&gbreve;renmesi problemlerine d&ouml;n&uuml;&scedil;t&uuml;r&uuml;r ve &ouml;l&ccedil;eklenebilir &ccedil;&ouml;z&uuml;mler &uuml;retir,
 </li>
 <li>
 Ekip taraf&inodot;ndan elde edilen ara&scedil;t&inodot;rma sonu&ccedil;lar&inodot; ve model metriklerini teknik olmayan payda&scedil;lara a&ccedil;&inodot;k ve anla&scedil;&inodot;l&inodot;r bi&ccedil;imde sunar,
 </li>
 <li>
 Yenilik&ccedil;i, pragmatik ve i&scedil; odakl&inodot; bir ara&scedil;t&inodot;rma k&uuml;lt&uuml;r&uuml; olu&scedil;turur ve bu k&uuml;lt&uuml;r&uuml; ekip i&ccedil;inde s&uuml;rd&uuml;r&uuml;r.
 </li>
 </ul>
 
 
 
 
 
 Yan Haklar ve Faydalar
 
 
 
 Ekibimizin bir &uuml;yesi olarak, rekabet&ccedil;i bir &uuml;cret, esnek &ccedil;al&inodot;&scedil;ma d&uuml;zenlemeleri, kariyer geli&scedil;imi ve ilerleme f&inodot;rsatlar&inodot; gibi bir dizi yan hak ve fayda ile bulu&scedil;ma f&inodot;rsat&inodot; yakalayacaks&inodot;n. Detaylara "
 
 https://bit.ly/TurkcellTKusagi
 
 &rsquo;&rsquo; &uuml;zerinden ula&scedil;abilirsin. 🎁▶️
 
 
 
 
 
 
 *Turkcell bir e&scedil;it f&inodot;rsat i&scedil;verenidir ve &inodot;rka, renge, dine, cinsiyete, ulusal k&ouml;kene, etnik k&ouml;kene, ya&scedil;a, fiziksel g&ouml;r&uuml;n&uuml;&scedil;e veya duruma, medeni durumuna, askerlik durumuna bak&inodot;lmaks&inodot;z&inodot;n, t&uuml;m nitelikli ba&scedil;vuru sahiplerini istihdam i&ccedil;in de&gbreve;erlendirmeye al&inodot;r.
 
 
</div>

AI SCIENCE ASSOCIATE DIRECTOR

KPMG Türkiye

<div>
 
 KPMG is a global network of professional firms providing Audit, Tax and Advisory services. We operate in 142 countries, have more than 275,000 people working in member firms around the World.
 
 KPMG
 
 is the chosen business partner for many of the world&rsquo;s leading organizations.
 
 
 
 
 
 At KPMG, you&rsquo;ll join a team of diverse and dedicated problem solvers, connected by a common cause turning insight into opportunity for clients and communities around the world
 
 .
 
 We place a high value on providing our employees with a supportive and collaborative workplace where people are valued and empowered. In our team you can make a difference.
 
 
 
 
 
 We are now taking applications for Transaction Services (Financial Due Diligence) Manager / Associate Director in our Deal Advisory team.
 
 
 
 
 
 
 The opportunity
 
 
 
 
 
 
 
 In every economic environment, there are opportunities to create, enhance, and preserve value. Our Deal Advisory professionals help buyers, sellers, private equity investors, governments, and lenders in developing and executing on their value strategies. Our clients are typically private corporates, private equity funds, as well as large public companies. Our people are motivated self-starters with expertise in finance, valuation, tax, accounting and financial reporting. Our network is global.
 
 
 
 
 
 KPMG's Deal Advisory practice is continuing to grow and we are currently looking for professionals at the Manager / Associate Director level for Transaction Services (Financial Due Diligence) team. Come and join us.
 
 
 
 
 
 We welcome applications from candidates based in Istanbul and other cities across Turkey.
 
 
 
 
 
 
 What You Will Do
 
 
 
 
 
 
 
 Working in multi-disciplinary teams, you will apply your professional and technical skills on a wide variety of transactions and at different stages of the transaction cycle. As Manager / Associate Director, Transaction Services, you will
 
 
 
 
 <ul>
 <li>
 Manage and deliver financial due diligence projects,
 </li>
 <li>
 Focus on analyzing financial data and identifying key trends behind the performance of a business, discussing business performance and forecast assumptions with senior team management, and lead to write reports that set out our findings and recommendations around the key financial and business issues and will provide value to the client through insights, factual conclusions and advice. Review and analysis of historical trading, cash flow and balance sheets,
 </li>
 <li>
 Perform financial analysis, reading financial tables of a company and identifying KPIs of various sectors,
 </li>
 <li>
 Review of the adequacy of working capital facilities, including consideration of financing limits, term and covenants,
 </li>
 <li>
 Reporting of potential key issues for our client including identification of risk or price affecting consideration,
 </li>
 <li>
 Develop, train and coach junior team members through challenging and meaningful opportunities,
 </li>
 <li>
 Deliver exceptional client service by maximizing results and driving high performance from people, while also fostering collaboration across businesses and borders,
 </li>
 <li>
 Influence clients, teams and individuals positively, leading by example and establishing confident relationships as a representative of KPMG Deal Advisory,
 </li>
 <li>
 Understand key objectives for clients and KPMG, and align people to them to set appropriate priorities and direction.
 </li>
 </ul>
 
 
 
 
 
 Requirements
 
 
 <ul>
 <li>
 Bachelor's degree in accounting, finance, economics, or business from an accredited ,college/university,- preferably an MSc or MA degree from an accredited college/university.
 </li>
 <li>
 5-8 years of experience with a combination of transaction services (financial due diligence), audit, internal audit, financial reporting etc. experience,
 </li>
 <li>
 Strong accounting/audit background preferably in Big4,
 </li>
 <li>
 Professional report writing and presentation skills to assist in preparing pitch documents e.g. proposals and presentations,
 </li>
 <li>
 Excellent verbal and written communication skills in English,
 </li>
 <li>
 Proven ability to deliver the full cycle of project management and manage engagement teams and client deliverables, applying your professional and technical skills on a wide variety of transactions,
 </li>
 <li>
 Experience with project problem diagnosis, solution development, client communications, facilitation of decision making, documentation, managing client expectations and team leadership.
 </li>
 </ul>
 
 
</div>

Transaction Services (Financial Due Diligence) Manager / Associate Director

Parantez Reklamcılık

Pozisyon &Ouml;zetiAjans&#305;n kreatif s&uuml;re&ccedil;lerini y&ouml;netecek, markalar&#305;n g&ouml;rsel ileti&#351;im dilini olu&#351;turacak ve t&uuml;m tasar&#305;m&ndash;prod&uuml;ksiyon s&uuml;re&ccedil;lerine liderlik edecek deneyimli bir Senior Art Director ar&#305;yoruz.Sorumluluklar<ul><li>Markalar&#305;n g&ouml;rsel kimli&#287;ini olu&#351;turmak ve geli&#351;tirmek</li><li>Kampanya fikirleri, moodboard ve storyboard haz&#305;rlamak</li><li>Foto&#287;raf/video &ccedil;ekimlerinde art direction sa&#287;lamak</li><li>Tasar&#305;m ekibini y&ouml;netmek ve y&ouml;nlendirmek</li><li>Dijital i&ccedil;eriklerin (reklam, sosyal medya, kampanya g&ouml;rselleri) kreatif kalitesini takip etmek</li><li>M&uuml;&#351;teri toplant&#305;lar&#305;nda kreatif sunum yapmak</li><li>AI ve modern &uuml;retim ara&ccedil;lar&#305;n&#305; kreatif s&uuml;re&ccedil;lere entegre etmek</li></ul>Aranan Nitelikler<ul><li>Minimum 5 y&#305;l ajans veya marka taraf&#305; deneyimi</li><li>Adobe Creative Suite ve Figma h&acirc;kimiyeti</li><li>AI ara&ccedil;lar&#305;n&#305; kullanabilme (Midjourney, Runway, Firefly vb.)</li><li>G&uuml;&ccedil;l&uuml; bir kompozisyon, renk ve foto&#287;raf/video esteti&#287;i bilgisi</li><li>Ekip y&ouml;netimi ve proje takibi konusunda tecr&uuml;beli</li><li>&#304;leti&#351;imi g&uuml;&ccedil;l&uuml;, &ccedil;&ouml;z&uuml;m odakl&#305;, zaman y&ouml;netimi kuvvetli</li></ul>&Ccedil;al&#305;&#351;ma ModeliFull-time &ndash; &#304;stanbul&#304;&#351; T&uuml;r&uuml;: Tam zamanl&#305;

SENIOR ART DIRECTOR

Senkrondata AI

<div>
 
 
 Company Description
 
 
 
 
 
 
 Senkrondata AI supports global companies with actionable competitive intelligence that drives market share growth. Operating in over 20 countries, Senkrondata AI is rapidly expanding and has raised &euro;3.4M in pre-seed funding, with a 5x year-over-year growth rate. Our platform empowers businesses to monitor competitors in real time, optimize pricing, product mix, and promotions, and expand market share with actionable insights. We are pioneering the future of data-driven retail strategy.
 
 
 
 
 
 Responsibilities
 
 <ul>
 <li>
 Support the team in data collection, cleaning, and validation processes
 </li>
 <li>
 Conduct quality and consistency checks on large datasets
 </li>
 <li>
 Assist in data processing and reporting tasks
 </li>
 <li>
 Contribute to analysis and modeling studies with the data science team
 </li>
 </ul>
 
 
 
 
 Qualifications
 
 <ul>
 <li>
 4th year undergraduate student in
 
 Engineering, Statistics, Mathematics, Management Information Systems, or related fields
 
 </li>
 <li>
 
 Able to commit to a long-term internship (minimum 6 months)
 
 </li>
 <li>
 
 Strong interest in data analysis and data science
 
 </li>
 <li>
 
 Preferably familiar with Python, SQL, and Excel
 
 </li>
 <li>
 
 Detail-oriented, analytical mindset, and eager to learn
 
 </li>
 </ul>
 
 
 
 
 What You&rsquo;ll Gain
 
 <ul>
 <li>
 Hands-on experience working with real-world datasets
 </li>
 <li>
 Exposure to data science and data management processes
 </li>
 <li>
 Professional growth by working alongside an experienced team
 </li>
 <li>
 Potential long-term career opportunities
 </li>
 </ul>
</div>

Long-Term Internship – Data Science / Data Validation

Randstad Türkiye

<div>
 
 We are looking for a
 
 
 "AI Engineer"
 
 
 on behalf of our global business partner runs in Telecommunication Industry, specified in Computer Vision.
 
 
 
 
 
 
 "If you are currently working as an AI Engineer mastered at Machine Learning and Deep Learning, this could be a fantastic next step in your career in a company set to completely revolutionize the telecommunications industry."
 
 
 
 
 
 
 
 Qualifications:
 
 
 
 
 
 <ul>
 <li>
 
 Master Degree
 
 from a reputable university in Computer Science/Engineering, or a related field of study, a
 
 PhD degree is a big plus
 
 .
 </li>
 <li>
 Strong modeling experience with ability to build deep learning models.
 </li>
 <li>
 Experience in manipulating and analyzing large and complex datasets.
 </li>
 <li>
 Strong interest in solving real world problems.
 </li>
 <li>
 Experience in optimizing performance-critical applications.
 </li>
 <li>
 Familiarity with at least one ML/DL frameworks and libraries in
 
 Pytorch
 
 , Tensorflow, Keras, etc.
 </li>
 <li>
 Advanced proficiency with Python, including experience with various data science libraries such as pandas, scikit-learn, SciPy, NumPy, Jupyter, etc.
 </li>
 <li>
 Experience on Kaggle contest is a plus, Getting a Prize will be better.
 </li>
 <li>
 Very good command of written and spoken English,
 </li>
 <li>
 A strong desire to learn and explore new technologies and good analysis and problem-solving skills.
 </li>
 <li>
 Experience in using source control tool (Git) and package managers.
 </li>
 <li>
 Having developed a project and experience in at least one of the classification, segmentation, and object detection fields.
 </li>
 </ul>
 
 
 
 
 
 
 
 
 Responsibilities:
 
 
 
 
 
 <ul>
 <li>
 Publishing academic papers.
 </li>
 <li>
 Preparing proposals for TUBITAK Project etc.
 </li>
 <li>
 Creating AI models from scratch and take ownership of them.
 </li>
 <li>
 Optimize and improve the model with given requirements.
 </li>
 <li>
 Actively participate in development for applying the model.
 </li>
 <li>
 Developing novel architectures for
 
 Computer Vision
 
 tasks.
 </li>
 </ul>
</div>

AI Engineer - Computer Vision

Provenir

<div><div>Who We Are 
Provenir is a global fintech company with offices across North America, the UK, and Singapore. Provenir helps fintechs, financial institutions, and payment providers make smarter decisions, faster. We are passionate about technology and empowering businesses to become industry leaders. As a leading provider of decisioning and analytics products for financial services and other industries, we empower businesses to create digital-first decisioning solutions that drive business growth. If you&rsquo;d like to work at an innovative fintech with a global footprint that is redefining the industry, then we want you!</div>
<div></div><div>What You&rsquo;ll Do 
We are seeking a commercially-minded Data Scientist to join our global team, designing and delivering solutions that are deployed across our banking and financial services clients. You will work with a variety of data sources to create, validate, and optimize AI and Machine Learning models that drive measurable business outcomes. 
Your primary focus will be to serve as the Data Science business partner for Turkey, working closely with Sales, Professional Services, and customer stakeholders to understand their needs and deliver tailored solutions. You will ensure that models and insights are both technically robust and aligned with local market requirements, regulatory expectations, and business objectives.</div>
<div></div><div>In addition, you will have the opportunity to contribute to global projects as part of the wider Data Science team. This will include sharing best practices, collaborating on model development, and supporting initiatives in other markets when needed.</div>
<div></div><div>This is a remote role with approximately 20% travel is required to clients in Turkey, typically at critical points within the delivery, like project initiation and/or handover of the solution to the client.</div>
<div></div><div>Your Responsibilities</div>
<ul><li>Identify and source relevant data to build, calibrate and deploy state-of-the-art models using the latest AI/ML technologies and methods.</li>
<li>Understand the problems of our clients, designing appropriate Data Science solutions that meet their business requirements.</li>
<li>Partner with our Solutions Architects and Engineering teams to integrate ML and AI solutions within Provenir products.</li>
<li>While working in a fast-paced environment, interpret, document and successfully communicate solutions to stakeholders, including those in non-technical and senior management roles.</li>
<li>Provide expert input into future analytical strategies and product development</li>
<li>Contribute towards the commercial success and revenue generation</li>
<li>Provide technical guidance to the Sales, Pre-Sales and Professional Services on commercial Data Science opportunities across Turkey and the rest of the world.</li>
</ul>
<div> 
Your Strengths and Skills &#65039;</div>
<ul><li>You have a minimum of 7 years experience in a data science role, including hands-on experience in developing supervised and unsupervised advanced machine learning algorithms.</li>
<li>You have strong data wrangling and manipulation skills for merging, cleansing, and sampling data</li>
<li>You have domain experience in Fraud, Credit Risk Management or Marketing analytics.</li>
<li>You have banking and/or Financial Services experience.</li>
<li>You actively participate in team meetings and can clearly and concisely articulate.</li>
<li>You will take initiative, learn quickly and are able to adapt to shifting priorities.</li>
</ul>
<div> 
Although not essential, it would be great if you also have any of these strengths,</div>
<ul><li>You have B2B client-facing experience, where you can talk confidently about data and AI.</li>
<li>You have good knowledge of data and banking regulations (e.g. BDDK, KVKK, etc)</li>
<li>You follow best practices across the MLOps lifecycle (e.g. CI/CD, pipeline orchestration and containerization).</li>
</ul>
<div> 
Interview Process</div>
<ul><li>The interview process would typically be structured as follows:
</li><li>Initial chat. This will be with a member of our recruitment team to get a better understanding of your current situation, what you are looking for and any questions you may have.</li>
<li>Technical Challenge. This is a take home task where you will solve a typical Data Science problem in your own time. It will give you an insight into the exciting problems we solve.</li>
<li>Technical Interview. This will be with two data scientists from the global team and primarily consist of technical questions.</li>
<li>Local Team Interview. This will be with Sales Executive and Solutions Architect based in Turkey, and cover mostly business and behavioural competencies.</li>
</ul>
<div> 
What You&rsquo;ll Love about Us 
Our employees are empowered to be curious, forward-thinking leaders. We ask them to explore the uncharted and invent the unimagined. That&rsquo;s what makes Provenir unique.
 
We offer comprehensive health and wellness plans. You will enjoy paid time off and company holidays, flexible and remote-friendly options, along with benefits to plan for your future.
</div><div> 
At Provenir, we recognize that diversity and inclusion make our teams stronger. We are committed to equal employment opportunity and welcome everyone regardless of race, colour, ancestry, religion, national origin, age, sex, gender identity, sexual orientation, disability, marital status, domestic partner status, citizenship, or veteran status or medical condition. We encourage people from all backgrounds to apply.</div></div>

Data Scientist (Turkey)

ING Türkiye

<div>
 
 We are building a new
 
 AI for Tech Chapter
 
 focused on developing internal AI agents, automation workflows, and an AI orchestration platform that will support the productivity of our engineers across the organization.
 
 
 
 
 
 We are looking for an
 
 AI Engineer (Junior/Mid)
 
 who is passionate about building with LLMs, learning new technologies, and experimenting with modern agentic AI architectures.
 
 
 
 
 
 
 
 
 
 What you will do;
 
 
 
 
 
 
 
 Build and prototype AI agents
 
 - Develop internal AI agents and automations for engineering workflows including SDLC processes, documentation generation, and code analysis, etc.
 
 <ul>
 <li>
 Work with LLM APIs (OpenAI, Azure OpenAI, etc.) and orchestration frameworks (LangChain, LlamaIndex, CrewAI, AutoGen&hellip;)
 </li>
 <li>
 Collaborate on RAG pipelines, vector databases, evaluation workflows, and platform components
 </li>
 <li>
 Integrate agents with internal systems (ServiceNow, Azure DevOps, observability tools, etc.)
 </li>
 <li>
 Research new AI tools, frameworks, and agent patterns &mdash; and present findings to the team
 </li>
 </ul>
 
 
 Develop backend services
 
 - Write clean Python code for APIs, workflow logic, and agent orchestration while learning software engineering fundamentals from the team
 
 
 
 Build quality and reliability practices
 
 - Help establish monitoring, logging, testing, and observability standards for production AI systems
 
 
 
 Document and share knowledge
 
 - Contribute to internal documentation, technical playbooks, and best practices that help the team scale
 
 
 
 
 
 
 What we are looking for;
 
 
 
 
 
 <ul>
 <li>
 
 Bachelor's or Master's degree in Computer Science, AI/ML, Data Science, or related field
 
 </li>
 <li>
 
 Strong academic foundation in Machine Learning, NLP, or Generative AI
 
 through coursework, thesis, or research projects
 </li>
 <li>
 
 Up-to-date with latest AI/ML research and trends
 
 - you actively read papers and follow developments in LLMs, agents, RAG, and emerging techniques
 </li>
 <li>
 
 Demonstrated ML/GenAI project experience
 
 through university research, thesis, internships, hackathons, or personal GitHub repositories
 </li>
 <li>
 
 Solid software development fundamentals programming skills
 
 with ability to write clean, functional code (Python preferred, but Java/Go/.NET acceptable)
 </li>
 <li>
 Familiarity with at least one of these is a plus:
 </li>
 <li>
 &bull; Vector databases (Pinecone, Chroma, Weaviate...)
 </li>
 <li>
 &bull; LangChain / LlamaIndex / AutoGen / CrewAI
 </li>
 <li>
 &bull; Prompt engineering, RAG, embeddings
 
 
 </li>
 <li>
 
 Basic hands-on experience with LLMs
 
 - you've experimented with OpenAI, Claude, or similar APIs and understand prompt engineering
 </li>
 <li>
 
 Ability to read academic papers
 
 and translate research concepts into practical code implementations
 </li>
 <li>
 
 Fast learner
 
 with strong problem-solving abilities and eagerness to master production engineering practices
 </li>
 <li>
 
 Excellent communication skills
 
 - can explain complex AI concepts clearly to both technical and non-technical audiences
 </li>
 <li>
 
 Collaborative mindset
 
 - comfortable learning from senior engineers and contributing fresh perspectives from academia
 </li>
 </ul>
 
 
 
 
 Nice to Have
 
 
 
 
 
 <ul>
 <li>
 
 Software engineering fundamentals
 
 : CI/CD, Git, APIs, Docker, or backend development basics
 </li>
 <li>
 
 Agent framework exposure
 
 (LangChain, LlamaIndex, CrewAI) or RAG/vector database experimentation
 </li>
 <li>
 
 Master's thesis or research publications
 
 in LLMs, NLP, Generative AI, or related ML areas
 </li>
 </ul>
 
 
 
 
 
 What We Offer:
 
 
 
 At ING, we believe your work should inspire and fulfill you. That&rsquo;s why we prioritize every detail to ensure you have an exceptional experience:
 
 
 
 
 
 
 You First Become Your True Self, Then an INGer:
 
 
 <ul>
 <li>
 
 Flexible
 
 and
 
 hybrid working models
 
 , including remote options every third week of the month and during summer.
 </li>
 <li>
 
 14 days of welcome leave
 
 in your first year&mdash;don&rsquo;t wait to pursue your dreams!
 </li>
 </ul>
 
 
 
 
 
 Continuous Growth and Development:
 
 
 <ul>
 <li>
 Access to global and local learning opportunities through
 
 ING Academy,
 
 
 LearnUp
 
 , and certification programs with leading universities.
 </li>
 <li>
 Opportunities to contribute to innovative projects both locally and globally while advancing personally and professionally.
 </li>
 <li>
 Flexible career experiences await you through
 
 Short-Term Assignments (STA), Long-Term Assignments (LTA), Mini Career opportunities, Double Major (&Ccedil;ifte Kariyer), Turuncu Misafir,
 
 and
 
 Global STA/LTA programs
 
 , designed to enhance your skills and broaden your experience across different teams, departments, and international locations.
 </li>
 <li>
 When you step into a managerial role at ING, our exclusive
 
 RISE Leadership Program
 
 empowers you to lead with confidence. Centered around technology and people, RISE equips ING leaders with advanced skills and a strategic mindset to navigate and thrive in a dynamic environment.
 </li>
 </ul>
 
 
 
 
 
 A Dynamic and Supportive Work Environment:
 
 
 <ul>
 <li>
 An informal and collaborative culture where
 
 your ideas
 
 and
 
 innovations are valued.
 
 </li>
 <li>
 Social clubs, celebrations, and events to help you balance work and fun.
 </li>
 </ul>
 
 
 
 
 
 We Care About You:
 
 
 <ul>
 <li>
 Comprehensive health insurance for you and your loved ones.
 </li>
 <li>
 Private pension plans to help you achieve your future goals.
 </li>
 <li>
 On-site amenities like a gym, coffee shops, a hairdresser, and more to simplify your daily life.
 </li>
 </ul>
 
 
 
 
 At ING, we&rsquo;re dedicated to helping you achieve your goals by embracing flexibility, growth, and innovation.
 
 
 
 
 
 For more information about our
 
 Orange Culture
 
 , click here now:
 
 
 
 
 
 https://youtu.be/Q-tB2-J1lzQ
 
 
 
 
 
 
 If you want to do your thing and explore the life while working don&rsquo;t miss this opportunity!
 
 
 
 
 
 
 Candidates are expected not to share any sensitive personal data.
 
 
 
</div>

AI Engineer

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