Generative AI Solution Engineer

4 tygodni temu

Kraków, Polska Play'n GO Pełny etat

Job Details 

Hours: Full Time 

Location: Fully remote. This opportunity is open to you if you can legally work remotely from one of our home countries in the USA, the UK, Sweden, Malta, Hungary, Spain, Poland, or the Philippines. 

Contract: Permanent 

At Play’n GO we enjoy a flexible freedom to shape our own days. Everyone we hire is unique and every role we fill has certain performance expectations. The day-to-day challenges of work and life will be unique to you but our commitment to helping you find a balance will never vary.  

From the GO 

At Play’n GO our purpose is to entertain. Our pleasure is in working with people ready to make a difference that lasts. We are pioneers. We were the first entertainment supplier to recognise the potential of gaming on the GO and create the innovative mobile games which supercharged our industry and inspired our name. Today, Play’n GO is the leading gaming entertainment supplier to casinos in regulated markets the world over. And we are still growing.  

With growth comes opportunity. This could be yours. Are you ready to help us face challenges and find solutions that get us both to the next level of excellence?  


What the role entails:

Some of the key responsibilities of our Generative AI Solution Engineer will be: 

  • Data collection and preprocessing
    • Identify all data sources required by the system, including documents, databases, web pages etc
    • Define data requirements for data engineers who will set up the proper data pipelines (including using Bedrock’s action groups or function calling to fetch real-time data).
    • Ensure the data is clean and free from errors and irrelevant information. Enrich data with enough background information for the LLMs to learn.
    • Ensure proper semantic representations of (numeric) tables, so an LLM can "see" the structure – e.g., use models such as Amazon Textract to turn tabular data into semantic HTML or Markdown format that LLMs can understand. Further consider extra representation engineering if dealing with long tables to help extract the correct semantic structure for LLMs.
    • Extract meta data when needed – e.g., based on LLMs or regex-based custom code.
  • Data chunking:
    • Consider the nature of the data (e.g., structured, semi-structured or unstructured whether tabular whether numeric), use case requirements (whether precise answer is required) and system performance (quality vs. speed vs. running cost).
    • Then choose the best chunking approach (e.g., semantic chunking, fixed-length chunking, sliding window chunking, hierarchical chunking, chunking based on custom code etc.) accordingly.
  • Creating and storing knowledge embeddings:
    • Explore different embedding models (e.g., AWS Titan variants) on Bedrock and select the best performing one.
    • Work with DB engineer to choose the right DB (e.g., Amazon OpenSearch, Kendra, Pinecone or Aurora) to store the knowledge embeddings, judging by the trade-off between quality, speed and running cost.
  • User queries processing:
    • Figure out how to best transform the queries prior to retrieval – such as customizing Bedrock’s default prompt template for guided query decomposition, and making use of simple LLMs to ask user for missing information if needed via customizing the prompt template for example.
  • Query embedding and information retrieving:
    • Convert transformed queries into an embedding using the same model as in the knowledge embedding step.
    • Then retrieve the most relevant vectorized knowledge chunks, based on similarity search.
    • Filter on metadata if needed.
  • Post-retrieval processing:
    • Figure out how to best use simple summarizing LLMs and third-party ranking models (e.g., bge-reranker-large from Hugging Face) to summarize or re-rank the retrieved information.
  • Generating Responses: 
    • Feed the combined queries and information chunks to LLMs, to generate the right response – the GenAI engineer needs to choose the best generative LLM (AWS Titan models, Antropic Claude models, Jurassic and Jamba models, Meta Llama models, or Mistral models etc.) from Bedrock based on the manual documentation and experimentation.
    • Implement the mathematical aggregation (via arithmetic) of multiple cells required by data analysis via AWS Bedrock’s action groups or function calling (set up as a dedicated calculator tool for reliable results) which are called during content generation by LLMs.
    • Ensure mandatory semantics rules (such as “the paylines must be within xxx range”) is enforced on LLM via prompt engineering in the prompt template for example, which triggers certain retrieval and/ or generation behaviour (e.g. metadata filtering and/ or adjust the generation content to fulfil the rules).
  • Post-generation processing:
    • Figure out how to best implement response quality checking (e.g., use Bedrock’s action groups or function calling to programmatically examine whether certain required information is generated, and further trigger LLMs to request users for input if needed via customizing prompt template for example). 
    • Maintain the history of a conversation if needed (e.g. via Converse API), so users can submit adjustment requirements via a dialogue manner.

What we ask of you:

  • Experience of designing, developing and implementing LLMs based conversational AI products in cloud platforms, such as AWS Bedrock.
  • Hands-on experience of RAG, LLM fine-tuning, advanced prompt engineering and handling LLM hallucinations
  • Strong technical proficiency with Python, SQL and AWS. Able to write production quality code and have adequate version control skills.
  • Strong understanding of DevOps practices and CI/CD pipelines.
  • Experience of closely working with data scientists and data engineers.

If you feel great, you’ll do great. Our employees know that their package of benefits, activities, and initiatives are some of the most generous in the industry. From challenges to chill outs, the fun we share at play helps inspire excellence from the go.  

Apply now to find out more. It’s your best move. This opportunity will remain open until we meet the right candidate.  

GO for it. 

We believe the way forward relies on well-regulated gaming and player safety. Our commitment to this sets the standard for our industry. 

  • Generative AI Solution Engineer

    4 tygodni temu

    Kraków, Polska Play'n GO Pełny etat

     Play’n GO is one of the largest entertainment suppliers of online slots to the worldwide casino industry. Our Play’n GO pioneers were the first in the industry to recognise and develop the potential of gaming on the GO. At Play’n GO, if your talent and passion for excellence are anything like ours, you’re going to grow here. Our strong growth is...

  • Generative AI RAG Architect

    4 tygodni temu

    Kraków, Polska Play'n GO Pełny etat

    Job Details Hours: Full Time Location: Fully remote. This opportunity is open to you if you can legally work remotely from one of our home countries in the USA, the UK, Sweden, Malta, Hungary, Spain, Poland, or the Philippines. Contract: Permanent At Play’n GO we enjoy a flexible freedom to shape our own days. Everyone we hire is unique and every role...

  • Generative AI RAG Architect

    4 tygodni temu

    Kraków, Polska Play'n GO Pełny etat

     Play’n GO is one of the largest entertainment suppliers of online slots to the worldwide casino industry. Our Play’n GO pioneers were the first in the industry to recognise and develop the potential of gaming on the GO. At Play’n GO, if your talent and passion for excellence are anything like ours, you’re going to grow here. Our strong growth is...

  • Expert Generative AI Software Engineer for Global Projects

    4 tygodni temu

    Remote, Kraków, Polska EPAM Systems Pełny etat

    Senior .NET Developer - Generative AI ProjectWe are seeking a highly skilled Senior .NET Developer to join our team in EPAM Systems, where you will play a crucial role in the adoption of Artificial Intelligence solutions, specifically focusing on generative AI.In this position, you will be responsible for delivering multiple Proof of Concepts (POCs) and...

  • Senior Software Engineer

    7 dni temu

    Lubicz a, Kraków, Polska GPC Global Technology Center Pełny etat

    About the RoleWe are seeking a seasoned Senior Python Engineer to join our AI Innovations Team, focusing on exploring and implementing cutting-edge Machine Learning, Generative AI, and other emerging technologies. This role will be instrumental in building interfaces that expose the use of AI technologies, driving innovation across our stack.Your Key...

  • Senior Cloud Architect, AI Innovations

    4 tygodni temu

    Kraków, Lesser Poland GPC GLOBAL TECHNOLOGY CENTER Pełny etat

    We are seeking a highly skilled Senior Cloud Architect to lead our AI innovations team at the GPC Global Technology Center. This is a fantastic opportunity to work on cutting-edge technologies and shape the future of cloud solutions.Key Responsibilities:Leverage expertise in cloud architecture to design and implement scalable, secure, and efficient cloud...

  • AI Governance Specialist

    3 tygodni temu

    Kraków, Lesser Poland Mindbox S.A. Pełny etat

    Lead AI Governance Expert WantedWe are seeking a seasoned AI Governance Specialist to join our Europe Innovation team at Mindbox S.A.The ideal candidate will have a strong background in communication, project planning, and proactive accountability for delivery tasks related to AI projects for the region.Key Responsibilities:Ensure successful completion of...

  • Lead Solution Architect

    3 tygodni temu

    Kraków, małopolskie, Polska Capco Poland Pełny etat

    CAPCO POLAND *We are looking for Poland based candidate. The job is remote but may require some business trips.Ideal start date: early January 2025Capco is a fully independent, global management and technology consultancy. For 25 years we have combined innovative thinking with deep industry knowledge to deliver business consulting, digital transformation and...

  • AI Model Evaluator

    2 tygodni temu

    Kraków, Lesser Poland Ibm Polska Sp. z o.o. Pełny etat

    Data Scientist – Model EvaluationWe are seeking a highly skilled AI model evaluator to join our team at IBM Polska Sp. z o.o.Job Summary:The successful candidate will be responsible for critically assessing and pushing the boundaries of generative AI models, focusing on Large Language Models (LLMs).About the Role:This role involves establishing and...

  • Backend Developer for AI Platform

    2 tygodni temu

    Kraków, Polska DCV Technologies Pełny etat

    AI Platform Backend Developer OpportunityWe are seeking an experienced Backend Developer to join our team at DCV Technologies and contribute to the development of a cutting-edge Generative AI platform.This is a unique opportunity to work on a high-impact project that accelerates the development of AI-driven applications for various industries. Our platform...

  • Senior AI Engineer

    4 miesięcy temu

    Kraków, Polska GFT Technologies SE Pełny etat

    What will you do?   Design, build, test, and deploy Cloud and on-premise Data analytics services Be a go-to person for AI-related questions Model development and operationalization Analytics Consultancy Collaboration with other project teams Be a Data Engineer when needed     Your skills:   At least...

  • Expert AI Software Engineer

    4 tygodni temu

    Kraków, Lesser Poland Capco Poland Pełny etat

    About the RoleWe are seeking a highly skilled Expert AI Software Engineer to join our team at Capco Poland. In this role, you will have the opportunity to work on cutting-edge projects using GenAI and web technologies.

  • Software Architect – AI Technical Advocate

    2 miesięcy temu

    Kraków, Polska Ibm Polska Sp. z o.o. Pełny etat

    Software Architect – AI Technical Advocate21222704Obowiązki Architectural Leadership: Work collaboratively within a team responsible for shaping the architecture and technical trajectory of our AI portfolio. Architectural Leadership: Work collaboratively within a team responsible for shaping the architecture and technical trajectory of our...

  • AI Quality Assurance Engineer

    6 dni temu

    Kraków, Lesser Poland Ibm Polska Sp. z o.o. Pełny etat

    Job Description:We are seeking a highly skilled Senior QA Engineer to support the quality and testing of edge artificial intelligence (AI) product.The ideal candidate will have 4+ years of custom test automation experience, proficiency in Python, and experience working in a dynamic, ever-changing environment.Key Responsibilities:Develop custom automation...

  • Data Engineer

    4 tygodni temu

    Kraków, Lesser Poland Schibsted Tech Polska Pełny etat

    About the TeamWe are a highly collaborative team with strong foundations in AI innovation, looking to expand our capabilities by welcoming new members with expertise in Data Engineering. Our core group has a proven track record of delivering cutting-edge AI solutions that drive business outcomes.Job SummaryWe are seeking an experienced Data Engineer - AI...

  • Senior AI Engineer for Emerging Technologies

    3 tygodni temu

    Kraków, Polska EER POLAND Pełny etat

    EER Poland, a cutting-edge company, is seeking an experienced AI Engineer to join its core team.We are a multinational semiconductor company that specializes in a unique solution - a platform identifying missing gaps and new requirements for SW/HW, aiming to improve workload performance and efficient deployment. Our solid partnerships with IBM and Samsung,...

  • AI Center of Excellence Manager

    2 miesięcy temu

    Kraków, małopolskie, Polska Hitachi Energy Services Pełny etat

    As the AI CoE (AI Center of Excellence) Manager, you will be actively shaping the AI strategy for the company, you will participate in AI initiatives within the organization by co-creating with the IT and business teams. Your role will be pivotal in driving the digitalization and innovation, leveraging AI to enhance business processes, improve customer...

  • Senior Software Engineer

    4 tygodni temu

    Kraków, Polska GPC Global Technology Center Pełny etat

    About the GenAI Team:The GenAI (Generative AI) team is at the forefront of applying the latest advancements in artificial intelligence to optimize customer experience, streamline operations, and drive digital transformation within GPC. We leverage state-of-the-art AI techniques, such as natural language processing (NLP), and generative models, to develop...

  • AI Technical Advocate Lead

    7 dni temu

    Kraków, Lesser Poland Ibm Polska Sp. z o.o. Pełny etat

    About the RoleWe are seeking a highly skilled and experienced AI Technical Advocate to join our team at Ibm Polska Sp. z o.o. The successful candidate will be responsible for shaping the architecture and technical trajectory of our AI portfolio, working collaboratively within a team to drive innovation and excellence.Key ResponsibilitiesArchitectural...

  • Senior Python Engineer

    3 miesięcy temu

    Kraków, Polska GPC Global Technology Center Pełny etat

    Position PurposeWe are seeking a highly skilled Senior Python Engineer to join our ML/AI team, focusing on the exploration and implementation of Machine Learning, Generative AI, and other innovative technologies. This role will be instrumental in building interfaces that expose the use of AI technologies. The ideal candidate for this role is a seasoned...