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Irth Solutions
Irth Solutions
51 – 200 Zaposleni
EnergetikaSaaSTelekomunikacije
Irth Solutions razvija SaaS-orodja, ki energetskim, komunalnim in telekomunikacijskim podjetjem pomagajo krepiti odpornost kritične omrežne infrastrukture ter upravljati operativna tveganja. Njena platforma združuje preprečevanje škode, upravljanje zahtevkov 811, usposabljanje zaposlenih, preglede sredstev, upravljanje zemljišč, poslovno inteligenco, analitiko in geoprostorske podatke za podporo proaktivnemu odločanju v infrastrukturnih omrežjih v Združenih državah Amerike in Kanadi. Po prevzemu družbe OneBridge Solutions Irth Solutions ponuja tudi razširjene zmogljivosti za upravljanje učinkovitosti sredstev.
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Delovna mesta v podjetju

Data Science and GenAI Engineer

Build production machine learning, NLP, and generative AI solutions for Irth’s critical infrastructure SaaS platform. Develop Databricks pipelines and maintainable software for damage prevention and asset integrity.

CAKanada
80.000 $ – 120.000 $ / leto
Na daljavoPolni delovni časSrednja ravenSeniorZahtevani Jezik: angleščinaZahtevani Jezik: francoščinaPodatkovni znanstvenik
JavaScriptNode.jsPandasPythonPyTorchScikit-LearnTypeScript

Opis

  • Design and assess LLM and NLP solutions for business and technical use cases.
  • Build applications for text classification, entity extraction, semantic search, summarization, and related AI tasks.
  • Test models and methods, measuring quality, performance, and relevance before production.
  • Prepare, transform, and analyze data in Databricks.
  • Build and refine data pipelines for machine learning and AI systems.
  • Turn successful prototypes and proofs of concept into production-ready solutions.
  • Write modular, maintainable, well-tested code using object-oriented design and sound engineering practices.
  • Review and improve existing codebases, pipelines, and applications, including consolidating or redesigning them when needed.
  • Strengthen system reliability, scalability, performance, and maintainability.
  • Work with data engineering, application development, engineering, leadership, and other stakeholders.
  • Contribute to technical and architecture decisions and improve development, testing, and deployment practices.
  • Convert business needs into practical technical solutions for Irth’s SaaS products serving critical infrastructure industries.

Zahteve

  • At least 3–5 years in data science, machine learning, or ML engineering, with production-quality coding experience beyond notebooks.
  • A master’s degree or equivalent professional experience in data science, machine learning, computer science, statistics, or a related field, plus a strong grounding in statistics and modeling methods.
  • Practical experience building NLP or LLM solutions, including RAG, embeddings and cosine similarity, hybrid BM25 and semantic search, fuzzy matching, MinHash, text classification, named entity recognition, search re-ranking, and prompt engineering.
  • Proficiency in Python and relevant machine learning libraries, including pandas, scikit-learn, and PyTorch.
  • Strong command of object-oriented programming, clean code, and software design principles.
  • Data analysis experience covering exploratory analysis, hypothesis testing, and statistical modeling.
  • Hands-on experience with Databricks or a comparable data and analytics platform.
  • Understanding of the ML lifecycle, including training, evaluation, deployment, production monitoring, model drift, and data quality.
  • Experience designing and building REST APIs.
  • Strong written and spoken communication skills; French and English proficiency are explicitly required in the French qualifications.
  • Preferred: experience with large-scale unstructured text, communications, public relations or media, vector databases, RAG frameworks, NLP fine-tuning, MLflow, TypeScript, Node.js, CI/CD, Git, or GitHub Actions.

Ugodnosti

  • Competitive compensation based on experience and qualifications.
  • Medical, dental, and vision coverage for employees and their families.
  • 401(k) plan with company matching.
  • Generous paid time off.
  • Company-paid holidays.
  • Work-from-home options may be available, depending on the role and business needs.
  • Additional compensation for eligible on-call shifts.
  • Competitive compensation based on experience and qualifications.
  • Medical, dental, and vision coverage for employees and their families.
  • Retirement plan with employer matching.
  • Generous paid time off.
  • Company-paid holidays.
  • Remote work options may be available depending on the role and business needs.
  • Additional compensation for eligible on-call shifts.

Sorodna delovna mesta