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Gen AI

3 months ago

Dallas, United States Synechron Full time

Role: Gen AI

Location: Dallas, TX


Develop and fine tune NLP/NLU models, including transformer based models (BERT, GPT etc.,) for a range of language understanding tasks (language generation, sentiment analysis, entity recognition etc.,) Additionally design and implement generative AI models by leveraging LLMs for text generation and understanding.


  • Experience working with RAG architecture.
  • Preprocess and curate text data, including text cleaning, tokenization and data augmentation to prepare it for training NLP/NLU models
  • Innovate and implement cutting edge algorithms to improve the performance, accuracy and efficiency of the NLP/NLU models
  • Assess model performance using relevant NLP metrics and optimize models for real world application
  • Stay updated with latest developments in Generative AI specifically on NLP/NLU research and apply new techniques to enhance our solutions
  • Strong expertise in NLP/NLU with focus on deep learning models and open source LLMs such as Llama 2, Falcon etc.,
  • Proficiency in programming languages such as Python and experience with NLP libraries/frameworks like spaCy, NLTK, Hugging Face Transformers and Generative AI and LLM frameworks
  • Familiarity with cloud computing platforms for model training and deployment
  • Experience with tools like Langchain, Embedchain and Vector Database (Pinecone, FAISS, Milvus, ChromaDB, Vespa etc.,) to enhance data processing and model development workflow as well as rich understanding of vector stores and search algorithms
  • Exceptional problem solving skills and the ability to work on complex language understanding and Generative AI projects
  • Experience designing control and sandboxing systems for AI research
  • Hands on experience with Pytorch, TensorFlow
  • Direct engineering experience of high performance, large-scale ML systems
  • Hands on MLOps experience, with an appreciation of the end-to-end CI/CD process
  • Have experience supporting fast-paced startup engineering teams
  • Experience maintaining and/or contributing to bug bounty and responsible disclosure programs
  • A well-known contributor to opensource and always thinking out of the box tooling, using and standardizing with methods of creating APIs , ML/Ops automation and more.


Preferred Qualifications:

  • Research publications or contributions in the fields of NLP, NLU and Generative AI
  • Experience with Conversational AI, Chatbots (Kore.ai, Botpress, Nuance etc.


We can offer you

  • A highly competitive compensation and benefits package
  • A multinational organisation with 55 offices in 20 countries and the possibility to work abroad
  • Laptop and a mobile phone
  • 10 days of paid annual leave (plus national holidays)
  • Maternity & Paternity leave plans
  • A comprehensive insurance plan including: medical, dental, vision, life insurance, and long-/short-term disability
  • RRSP with employer’s contribution
  • A higher education certification policy
  • Comprehensive Relocation Expense Coverage
  • Commuter benefits
  • Extensive training opportunities, focused on skills, substantive knowledge, and personal development
  • On-demand Udemy for Business for all Synechron employees with free access to more than 5000 curated courses
  • Coaching opportunities with experienced colleagues from our Financial Innovation Labs (FinLabs) and Center of Excellences (CoE) groups
  • Cutting edge projects at the world’s leading tier-one banks, financial institutions and insurance firms
  • A flat and approachable organization
  • A truly diverse, fun-loving and global work culture


SYNECHRON’S DIVERSITY & INCLUSION STATEMENT


Diversity & Inclusion are fundamental to our culture, and Synechron is proud to be an equal opportunity workplace and is an affirmative action employer. Our Diversity, Equity, and Inclusion (DEI) initiative ‘Same Difference’ is committed to fostering an inclusive culture – promoting equality, diversity and an environment that is respectful to all. We strongly believe that a diverse workforce helps build stronger, successful businesses as a global company. We encourage applicants from across diverse backgrounds, race, ethnicities, religion, age, marital status, gender, sexual orientations, or disabilities to apply. We empower our global workforce by offering flexible workplace arrangements, mentoring, internal mobility, learning and development programs, and more. All employment decisions at Synechron are based on business needs, job requirements and individual qualifications, without regard to the applicant’s gender, gender identity, sexual orientation, race, ethnicity, disabled or veteran status, or any other characteristic protected by law.