Data Science ML/GenAI Engineer
Employment Information
Report this job
Job expired or something wrong with this job?
Job Description
Data Scientist building production ML, NLP, and GenAI solutions for Irth’s critical-infrastructure SaaS platform. Developing Databricks pipelines and maintainable software for damage prevention and asset integrity.
Responsibilities:
- Design, prototype, and evaluate LLM/NLP solutions for business and technical needs.
- Develop text classification, entity extraction, semantic search, summarization, and other NLP/AI applications.
- Experiment with models and techniques and evaluate model quality, performance, and relevance before production.
- Explore, prepare, transform, and analyze data using Databricks.
- Develop and improve data pipelines for machine learning and AI solutions.
- Transform successful prototypes and proofs of concept into production-ready solutions.
- Develop clean, modular, maintainable, and well-tested code using object-oriented design and software engineering practices.
- Analyze, improve, consolidate, or redesign existing codebases, data pipelines, and applications.
- Improve reliability, scalability, performance, and maintainability.
- Collaborate with data engineering, application development, engineering, leadership, and stakeholders.
- Participate in technical and architectural decisions and establish improved development, testing, and deployment practices.
- Translate business needs into practical technical solutions and deliver measurable value for Irth’s SaaS products serving critical infrastructure industries.
Requirements:
- 3–5 years of experience in data science, machine learning, or ML engineering, with demonstrated production-quality coding experience beyond notebooks.
- Master’s degree or equivalent professional experience in data science, machine learning, computer science, statistics, or a related field, with a strong foundation in statistics and modeling methodologies.
- Hands-on experience developing NLP and/or LLM-based solutions, including RAG, embeddings and cosine similarity, hybrid BM25/semantic search, fuzzy matching, MinHash, text classification, NER, search re-ranking, and prompt engineering.
- Strong proficiency in Python, including pandas, scikit-learn, PyTorch, and other relevant machine learning libraries.
- Strong understanding of object-oriented programming, clean code, and software design principles.
- Strong data analysis skills, including exploratory data analysis, hypothesis testing, and statistical modeling.
- Hands-on experience with Databricks or a comparable data/analytics platform.
- Understanding of the machine learning lifecycle, including training, evaluation, deployment, production monitoring, model drift, and data quality.
- Experience designing and developing REST APIs.
- Strong written and verbal communication skills; French and English proficiency explicitly required in the French qualifications.
- Nice to have: experience with large-scale unstructured text data, communications/public relations/media, vector databases, RAG frameworks, NLP fine-tuning, MLflow, TypeScript, Node.js, CI/CD, Git, and GitHub Actions.
Benefits:
- Competitive Salary – A competitive compensation package based on experience and qualifications.
- Medical, Dental, and Vision Insurance – Comprehensive insurance coverage to support you and your family.
- 401(k) Plan with Company Match.
- Generous Paid Time Off (PTO).
- Company-Paid Holidays.
- Flexible Work Options – Work-from-home opportunities are available, depending on the role and business needs.
- On-Call Compensation – Additional pay for eligible on-call shifts.
- Competitive Salary — A competitive compensation package based on experience and qualifications.
- Medical, Dental, and Vision Insurance — Comprehensive insurance coverage to support you and your family.
- Retirement Plan with Employer Matching.
- Generous Paid Time Off.
- Company-Paid Holidays.
- Flexible Work Arrangements — Remote work opportunities are available depending on the role and business needs.
- On-Call Compensation — Additional pay for eligible on-call shifts.
Similar Jobs
Mid-Level Data Scientist
Cientista de Dados Pleno explorando grandes volumes de dados e desenvolvendo modelos de Machine Learning. Produção de análises estatísticas, dashboards e aplicações escaláveis.
Staff Product Manager, Data
Staff Product Manager owning reporting, analytics, and data foundations for Built’s AI-powered real estate finance platform. Driving data products used by lenders, owners, and contractors.
Senior Data Scientist – AI
Cientista de Dados Sênior desenvolvendo agentes de IA para priorizar ordens de compra e otimizar estoques. Grupo SysMap, empresa brasileira de tecnologia e transformação digital.
Big Data Lead, MDM, PySpark
Data Engineering Lead leading enterprise pipelines, data products, and canonical models for Hexaware. Driving scalable data solutions, reliability, and engineering team development.
Principal Data Scientist – Advanced Analytics
Principal Data Scientist leading experimentation, causal inference, machine learning, and Generative AI. Advancing Vericast’s data-driven solutions for banks and credit unions.
Senior AI & Data Scientist
Senior AI and data scientist architecting production ML solutions for Alignment Health’s senior-care platform. Driving healthcare analytics, deployment, and technical mentorship.
Data Scientist/AI Engineer
Senior Data Scientist/AI Engineer building production machine learning models and LLM applications at Ambush. Delivering RAG, multi-agent, and real-time AI solutions for business-critical client use cases.
Data Scientist / ML Engineer
Senior ML Engineer building forecasting, optimization, and AI applications for Ambush, an engineering, design, strategy, and AI consultancy. Deploying secure Python services and production machine-learning systems.
Project Manager, Data-Focused
Project Manager supporting TEKsystems’ enterprise data programs through governance, report migration, user adoption, and cross-functional coordination. Fully remote contract based in Seattle, Washington.
Project Manager, Data – Non-technical
Remote Project Manager coordinating enterprise data programs for TEKsystems. Supporting user adoption, report migration, governance, risk tracking, and cross-functional delivery.
Project Manager, Data Program
Project Manager coordinating enterprise data initiatives, report migrations, and user adoption efforts for TEKsystems. Tracking milestones, risks, deliverables, and stakeholder communications remotely.
Data Science
Data Scientist developing analytical and AI solutions for Compass UOL, a company transforming organizations with Artificial Intelligence and Generative AI. Analyzing HR timekeeping and workforce data.
Associate Data Manager
Associate Data Manager reconciling and validating laboratory data streams for LabConnect. Delivering compliant clinical-trial data transfers and resolving client queries.
Mid-Level Data Scientist – Image Geoprocessing, GIS
Cientista de Dados desenvolvendo modelos de machine learning e soluções geoespaciais para o agronegócio. Consultoria BIP Brasil apoiando decisões com imagens de satélite e dados analíticos.
Provincial Product Analytics Consultant
Product analytics consultant delivering business insights and dashboards for Allstate Canada’s personal insurance portfolio. Supporting strategic decisions through performance analysis, reporting automation, and stakeholder recommendations.
Data Scientist – Materials R&D
Senior Data Scientist applying machine learning and statistical modeling to bio-polymer and sustainable materials R&D. Accelerating material innovation, performance optimization, and scale-up decisions.
Senior Marketing Data Scientist
Senior Marketing Data Scientist optimizing WorldRemit and Sendwave marketing performance through MMM, attribution, and causal inference. Building automated models, datasets, and dashboards for Zepz’s global money-transfer business.
Senior Data Scientist, Engineer
Sr. Data Scientist Engineer building AI agents, LLM workflows, and RAG systems for Automation Anywhere’s enterprise automation platform. Deploying scalable data and machine learning solutions.
Director, Data Science & Analytics
Director leading data science and analytics for Humana’s CenterWell healthcare services. Developing predictive models and strategic insights from complex healthcare data.
Senior Data Scientist
Senior Data Scientist building production machine learning and AI solutions on Azure Databricks for BlueFlag’s Department of Veterans Affairs platform. Modernizing legacy workloads and leading responsible LLM adoption.