SPD Technology
11 months ago
ML & AI Engineer
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Company information
- Company
- SPD Technology
- Location
- Full time Romania
- Posted
- 11 months ago
Job description
Ideal Candidate
Use Modern Toolkits: Leverage frameworks like LangChain, LangGraph, and LangSmith to build automated pipelines and intelligent agents. Integrate these tools with vector databases for efficient similarity search and real-time analysis.
Extract Data Insights: Process and analyze large volumes of unstructured data using embeddings and statistical modeling to identify meaningful insights.
Build Scalable Systems: Collaborate with cross-functional teams to create production-grade ML systems that handle real-time, high-volume data processing.
Collaborate & Communicate: Work with Product and Engineering teams to improve data management and support innovation. Present complex analyses clearly and effectively.
Tech Stack & Focus Areas: Work with generative AI and transformer models, integrating frameworks like LangChain, LangGraph, and LangSmith to automate workflows and build intelligent systems. Use PyTorch, Scikit-Learn, and Spacy to build NLP pipelines. Implement vector databases for high-dimensional data embeddings and develop hybrid models to extract insights from diverse data sources.
Job Description
2+ years of experience in a similar role in a production environment.
Experience in transformer-based language models Proficient in deep learning frameworks (i.e TensorFlow and PyTorch)
Demonstrated experience with natural language processing.
Demonstrated experience with Python or other object-oriented programming frameworks.
Demonstrated experience in using SQL for data extraction.
Strong communication and data presentation skills.
Strong problem-solving ability.
Ability to communicate complex analysis in a clear, precise, and actionable manner.
Experience working closely with software development team(s) is a plus.
Experience building scalable systems in production is a plus.
Knowledge of financial services, investment, banking, VC, and/or PE is desired but not required.
Company Description
SPD Technology is a global software product development company, bringing together over 650 engineers across 32 countries. We create empowering solutions that drive client’s growth, from MVPs to advanced systems in fintech, digital payments, data engineering, AI/ML, and cloud computing.
Founded in 2006, we’ve delivered over 460 custom projects for high-growth startups, SMBs, and enterprises, building lasting partnerships with industry leaders such as PitchBook, Morningstar, Roche, and Blackhawk Network. Today, 4 of the clients we partner with generate over $4B in annual revenue each—a success we’re proud to contribute to. Among the tech solutions we’ve delivered are an AI-driven capital markets insights platform, advanced medical device simulators for biotech DNA sequencing, a high-volume data analytics system managing over 70 million records, and more.
Our major expertise includes 10 key industries: fintech, e-commerce, telecom / IoT, e-learning, logistics, insurance, biotech, cybersecurity, medicine, wellness. With development centers across Europe and over 19 years of experience in designing, building, streamlining, and supporting software products, SPD Technology drives the growth of businesses from the US, the U.K., Israel, Switzerland, Mexico, and other countries.
Required skills
- logistics
- financial services
- sql
- python
- nlp
- pytorch
- fintech
- insurance
- vector databases
- embeddings
- machine learning
- genai
- iot
- medicine
- ai/ml
- e-commerce
- statistics
- wellness
- cybersecurity
- tensorflow
- investment
- banking
- langgraph
- llms
- telecom
- e-learning
- langchain
- scikit-learn
- statistical modeling
- biotech
- spacy
- pe
- vc
- langsmith
- transformer architectures
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