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dataSpecta Linkedin · Posted 18d ago

Senior/Expert AI & Data Scientist

Istanbul

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About DataSpecta


DataSpecta is a Data & AI consulting and engineering company helping organizations transform data into measurable business value through advanced analytics, modern data platforms and enterprise AI solutions.


We design and deliver solutions across both on-premise and cloud environments, working closely with enterprise customers from discovery through production.


Alongside customer projects, we build our own AI products such as CogniSpecta (enterprise knowledge & cognitive search) and CodeSpecta (AI-powered software engineering).

We're looking for a Senior/Expert AI & Data Scientist who combines strong data science fundamentals with hands-on experience or strong interest in Generative AI, LLM-based applications and enterprise AI solutions.


You will work on real-world AI problems including customer analytics, recommendation systems, churn and propensity modelling, intelligent document processing, enterprise knowledge assistants, AI agents and AI-powered automation solutions.


What You Will Work On

  • Enterprise Generative AI and LLM applications
  • Retrieval-Augmented Generation (RAG) and enterprise knowledge assistants
  • AI agents and multi-step agentic workflows
  • Customer churn, propensity, recommendation and segmentation models
  • Intelligent document processing and information extraction
  • On-premise, private-cloud and public-cloud AI architectures


Responsibilities

  • Translate business objectives and data constraints into well-defined AI and analytics solutions
  • Design and develop machine learning, advanced analytics and Generative AI solutions for enterprise use cases
  • Build and optimize RAG pipelines; work with LLMs, embeddings, vector databases, semantic search and reranking
  • Design and implement AI agents integrated with enterprise applications and data platforms
  • Evaluate models based on accuracy, latency, cost, privacy and infrastructure constraints
  • Develop predictive models for churn, propensity, recommendation, segmentation and forecasting
  • Collaborate with Data Engineers, AI Engineers and Solution Architects to move solutions from prototype to production
  • Present analytical findings and AI solutions to technical and non-technical stakeholders


Required Qualifications

  • Bachelor's or Master's degree in Computer Engineering, Computer Science, Mathematics, Statistics or a related quantitative field
  • 4+ years of professional experience in Data Science, Machine Learning or Applied AI
  • Strong proficiency in Python and experience with SQL and large datasets
  • Strong understanding of classification, regression, clustering, recommendation systems, feature engineering and predictive modelling
  • Experience building ML models using scikit-learn, XGBoost, LightGBM, PyTorch, TensorFlow or similar
  • Strong analytical thinking and ability to communicate technical concepts to business stakeholders


Generative AI & LLM Experience (highly preferred)

  • LLMs, RAG, prompt/context engineering, embeddings, semantic search, vector databases
  • AI agents, agentic workflows, open-source LLMs, LLM evaluation
  • Frameworks such as LangChain, LangGraph, LlamaIndex, Azure OpenAI, AWS Bedrock, Hugging Face are a plus


AI Engineering & Data Experience (a plus)

  • REST APIs, FastAPI, Docker, Kubernetes, Git, CI/CD, MLflow
  • Cloud AI platforms, GPU infrastructure, on-premise LLM deployment
  • Data Warehousing, Spark, Azure, AWS, Databricks, Snowflake


Domain Experience (a plus)

  • Banking & Financial Services, Retail, E-commerce, Telecommunications, Enterprise Software


What We Value

  • Curiosity about solving real business problems with AI
  • Comfort moving between business problems, data, models and technology
  • Ownership from problem definition through implementation
  • Continuous learning and experimentation with emerging AI technologies


Follow us:

  • LinkedIn: https://www.linkedin.com/company/innovance-consultancy
  • LinkedIn: https://www.linkedin.com/company/dataspecta
  • Instagram: https://www.instagram.com/innovanceconsultancy
  • Instagram: https://www.instagram.com/dataspecta
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