Senior Data Scientist

<p><b>Job Description &amp; Summary</b></p><p></p><p></p><h2>About Application Development team</h2><p>We are a Team with 160+ professionals with different roles covering everything from Business to Technical solutions. We can build a team to meet the needs of any project or product you have. We strive for excellence. All our teams follow the same guidelines, which are being continuously evaluated and improved with the latest technology standards and up-to-date policies. Based on the project size, we can select specific specialists that can best contribute to a successful and effective solution. Server-Side Applications, High-Performance Frontends, Mobile Apps, User Experience, Quality Assurance, Cloud and DevOps, Business Analysis, Artificial Intelligence and Machine Learning.</p><p></p><h2>About your manager</h2><p><a href="http://www.linkedin.com/in/marek-novotn%C3%BD-2646781a?miniProfileUrn=urn%3Ali%3Afs_miniProfile%3AACoAAAQDlmwBanutjOT49xWFECw209-VQpabza4&amp;lipi=urn%3Ali%3Apage%3Ad_flagship3_search_srp_all%3BPIrddfYMQJqE2CHpZUYsBw%3D%3D" rel="noopener noreferrer" target="_blank">Marek Novotný</a> is a Partner within the Advisory services of PwC. Working extensively in the US and European geographies, he is recognized as a strong executive within the technology areas. He is focused on quality while providing a reliable and trustworthy services in areas of custom software development covering digital products and services development, cloud transformations and data related services (analytics, engineering and science).</p><p></p><h2>Job Description and Summary</h2><p>We are looking for highly-motivated <b>data analytics experts</b> with focus on <b>data science</b> and <b>machine learning</b> to join our DATA team. You will have a unique opportunity to deliver <b>big data solutions </b>to a broad variety of our clients and participate in development of our products and services such as<b> PwC Responsible AI Platform, AI Lab, ESG suite, Media Intelligence Platform</b> or other products with global reach.</p><p></p><p><b>As an Data Scientist you will be:</b></p><ul><li><p>Working as a part of the Prague Data Analytics team and our global network of experts, you will be responsible for building modern data solutions as well as designing, developing, deploying, and maintaining scalable production-grade data products.</p></li><li><p>Applying expertise in quantitative business analysis, data mining, and AI the presentation of data to see beyond the numbers</p></li><li><p>Deploying Machine Learning Models - Collaborate with data engineers to deploy ML models (incl. LLMs) into production environments. Leverage tools like Kubeflow, MLflow to streamline the end-to-end ML lifecycle. Ensure seamless integration of ML models with data pipelines.</p></li><li><p>Work closely with the product team to design solutions to data problems from data</p></li><li><p>Cooperate with our Applications and Products development teams to operationalize your machine learning models in the final products.</p></li></ul><p></p><h2>Requirements of the role</h2><ul><li><p>BSc or MSc University degree (preferably in Math, Computer Science, Physics, Operational Research or related)</p></li><li><p>Proven track record of success in executing, and leading resources to execute, data science solutions in commercial setting across the whole data science project lifecycle</p></li><li><p>Strong command of data analysis tools and technologies (SQL, Python, PySpark, R)</p></li><li><p>Knowledge of tools and programming languages used in large data sets analysis (Spark, Data Bricks, Pig)</p></li><li><p>Overview in area of genAI, LLMs (GPT, Mistral, LLama2, Phi, ….), orchestrators (LangChain LlamaIndex, …), Vector storages (Chroma, Milvus, Pinecone, …), inference platforms.</p></li><li><p>Good knowledge of SQL and NoSQL databases.</p></li><li><p>Willingness to learn new tools and software solutions.</p></li><li><p>Very good command of English</p></li><li><p>Strong interpersonal and communication skills - essential in day-to-day cooperation with clients and the team</p></li><li><p>Focus on teamwork and leadership skills</p></li><li><p>Willingness to travel</p></li></ul><p></p><p>Nice to have</p><ul><li><p>Experience working as part of a global/multinational team</p></li><li><p>Hands-on experience with one or more cloud services (Azure, AWS, GCP)</p></li><li><p>Being up to date with the current trends and advancements in the data science field</p></li><li><p>Any experience in deep learning, computer vision and/or geo analytics is a plus</p></li><li><p>Previous experience with development using agile methodologies like Scrum or Kanban</p></li><li><p>Interest in behavioral economics and/or data science</p></li><li><p>Github profile</p></li></ul><p></p><h2>Our benefits and fun</h2><ul><li><p>Stable, but challenging working environment providing plenty of opportunities for your continuous professional growth.</p></li><li><p>Fair salary plus annual bonus and