Python Developer with AI/ML & NLP Expertise
Data e publikimit
24-10-2024
Data e perfundimit
21-11-2024
Lloji i orarit
Full Time
Kategoritë
Teknologji e Informacionit
Job Overview:
Code202 is an innovative software development company dedicated to delivering top-tier solutions that transform the way businesses operate. We are currently seeking a skilled AI/ML Developer to join our dynamic team. The chosen candidate will lead the effort to parse unstructured data into the structured formats required for our client’s tender data storage and management project. Additionally, you will work on cutting-edge projects ranging from extracting tender attachments/documents to suggesting future suppliers for our clients, creating value-added AI products, and more.
Python Developer with AI/ML & NLP Expertise
We are seeking an experienced Python Developer with strong skills in writing clean, reusable, and well-structured code. The role requires significant expertise in data manipulation, AI/ML, and Natural Language Processing (NLP). This position offers the opportunity to apply these skills in a dynamic, agile environment, contributing to the development of cutting-edge AI-driven solutions.
Key Responsibilities:
- Develop algorithms and models to parse, extract, predict, classify, and structure unstructured data from various languages and sources related to tenders.
- Build solutions that automate the extraction and prediction of participation criteria for customers, enhancing efficiency in the bidding process.
- Collaborate with cross-functional teams to improve data extraction and chunking techniques, focusing on handling tender documents such as Excel, Word, and PDF files.
- Create AI-powered tools to streamline responses, inquiries, and participation requests during the bidding process.
- Drive the development of AI-driven solutions that transform customer data into actionable business opportunities, maximizing value and impact.
Skills & Expertise:
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Must-Have:
- Strong proficiency in Python, with a focus on clean, reusable, and efficient coding practices.
- Solid knowledge of NLP models (including training and evaluation).
- Experience with data manipulation libraries like Pandas and NumPy.
- Strong command of version control systems (e.g., Git).
- Expertise in machine learning frameworks (e.g., PyTorch, TensorFlow).
- Ability to ensure applications are optimized for performance, quality, and responsiveness.
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Should-Have:
- Familiarity with advanced NLP models such as BERT, GPT, LLaMA, and experience using tools like LangChain or similar.
- Proven skills in data extraction and chunking for NLP-related tasks.
- Experience working with text parsing libraries like PyMuPDF, PDFplumber, NLTK, Spacy, and Gensim.
- Proficiency with relational databases (e.g., SQL).
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Nice-to-Have:
- Experience with semantic systems and knowledge of graph databases (e.g., Neo4j, Vector databases).
- Ability to train and fine-tune models for specific NLP tasks.
- Understanding of DevOps and MLOps processes to streamline deployment and operations.
Qualifications:
- Bachelor’s degree in Data Science, Machine Learning, AI, Computer Science, or a related field.
- 2+ years of hands-on experience in AI/ML development or similar roles.
- Familiarity with databases and cloud services.
Why Join Us?
- Innovative Projects: Work on cutting-edge AI products that transform unstructured data into valuable business insights.
- Collaborative Environment: Join a dynamic and agile team where open communication and collaborative problem-solving are valued.
Work Schedule:
- Full-time role, with availability during standard business hours.
Join Code202 and be part of a team that’s shaping the future of software development!
If you envision yourself in this position, we’re eager to learn more about you. Please forward your application, consisting of your CV, a cover letter expressing your motivation, and your salary expectations, directly to [email protected]
Be aware that without meeting all three criteria (CV, email with motivation, and salary expectations), the application will not be taken into consideration.
Thank you for considering joining our team!