Architect AI

4 tygodni temu

Łódź, łódzkie, Polska Transition Technologies PSC Pełny etat

Key ResponsibilitiesPromote and scale GenAI usage in software engineering processes.Deploy AI tools supporting developers — code generation, test automation, documentation, and refactoring.Accelerate and reduce PoC and estimation costs using AI (e.g. auto-generating backlogs, user stories, and architectures).Build internal GenAI use cases — developer assistants, documentation generators, error analyzers.Mentor teams and deliver internal training on AI practices.Track GenAI trends, assess innovations, and recommend enterprise-grade applications.Support GTM and Pre-Sales teams in creating AI-powered demos, offers, and solution concepts.Technical ExpertiseGenerative AI & LLMs: Experience with open-source (DeepSeek, Qwen, Bielik) and commercial models (on-prem/cloud). Understanding of Transformer, Encoder-Decoder, and Mixture of Experts (MoE) architectures. Practical knowledge of RAG (Retrieval-Augmented Generation).Fine-Tuning: Adapting LLMs to domain-specific data; dataset curation; hyperparameter optimization; experience with PEFT, LoRA; model evaluation and drift monitoring.Vector Databases: Hands-on experience with Qdrant, Pinecone, Weaviate, Milvus; integration with OpenSearch/ElasticSearch.AI Frameworks & MLOps: Proficiency with LangChain, LlamaIndex, Spring AI, MLflow, Kubeflow, Azure ML, AWS Sagemaker; deploying models with Docker/Kubernetes.Cloud & Integrations: Experience with Azure AI (Cognitive Search, OpenAI Service), AWS Bedrock/Kendra, GCP Vertex AI; integrating AI with enterprise apps (.NET, Java, Python, REST/GraphQL APIs).Business ExperienceUnderstanding of business processes in manufacturing, healthcare, energy, and finance.Translating business challenges into AI use cases (e.g. automation, paperless workflows, predictive maintenance).Supporting Go-To-Market: proposals, PoCs, and client demos.Technical pre-sales and stakeholder engagement.What can we offer:Flexible forms of employment and working hours (CoE or B2B)An interesting, challenging job in the dynamically developing Capital Group company;Work on innovative projects using modern technologies;Direct impact on shaping the image of the Capital Group's companies on the market;Possibility to develop competences in a wide range;Attractive salary;Stability of employment and a friendly work atmosphere;Cool benefits, among others integration meetings, internal company competitions, fruit Tuesdays, sweet Thursdays and much more;

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