Jobs · Engineering · Virginia

Senior GenAI Developer

Apex Systems · Richmond, VA · 1 wk ago
EngineeringContract

Location: Richmond, Virginia (Onsite)

About the role

We are seeking a Senior Architect or Senior Developer with strong knowledge in building GenAI solutions. This role requires hands-on coding experience in Python and a background in working on GenAI projects. The ideal candidate will also have knowledge of Machine Learning and Deep Learning.

Responsibilities

  • Implement GenAI projects using open-source LLMs (Llama, GPT OSS, Gemma, Mistral) and proprietary APIs (OpenAI, Anthropic).
  • Fine-tune Large Language Models like LLAMA2 and GPT-4 for various tasks using custom datasets.
  • Develop prompts for Large Language Models such as GPT-4, GPT-3, LLAMA2, and Gemini Pro.
  • Utilize Python for data analysis and feature engineering with libraries like Pandas and NumPy.
  • Implement Retrieval Augmented Generation (RAG) solutions.
  • Apply various machine learning models, including Support Vector Machine (SVM), Logistic Regression (LR), Random Forest, Naïve Bayes, and Neural Networks.
  • Work with NLP techniques like word embeddings, topic modeling, and search (FAISS, Elastic Search).
  • Build and integrate APIs (REST, FastAPI, Flask) for model deployment.
  • Deploy machine learning models to platforms like Streamlit, HuggingFace Spaces, and Heroku.
  • Fine-tune and optimize open-source LLM/SLM.

Requirements

  • Proven hands-on experience in implementing GenAI projects.
  • Expertise in prompting Large Language Models.
  • Strong Python development skills, including experience with Pandas and NumPy.
  • Strong background in Retrieval Augmented Generation implementations.
  • Expertise in various machine learning models and NLP techniques.
  • Experience with the application of Deep Learning to NLP tasks.
  • Proficiency in Python libraries such as Scikit-learn, Pandas, NumPy, NetworkX, and NLTK.
  • Experience with machine learning libraries like PyTorch and HuggingFace.
  • Familiarity with cloud platforms (AWS/Azure/GCP).
  • Experience working with Agile methodology.
  • Knowledge of Agentic AI frameworks and Orchestration.
  • Experience in Discourse semantics, anaphora resolution, and related tools (Boxer, Neural DRS, JAMR).

Skills

  • Problem-solving skills with a technical background.
  • Strong written and oral communication skills.
  • Ability to function in a team environment as well as individually.
  • A quick learner with the ability to meet deadlines.

Preferred Qualifications

  • Experience with SQL and other data tools.
  • Familiarity with the Horizon toolset.
  • Familiarity with Change Management processes.

Benefits

  • Medical, dental, vision, life, and disability insurance plans.
  • Employee Stock Purchase Program (ESPP).
  • 401K program with company match after 12 months of tenure.
  • Health Savings Account (HSA) on the HDHP plan.
  • SupportLinc Employee Assistance Program (EAP) with up to 8 free counseling sessions.
  • Corporate discount savings program and other discounts.
  • On-demand training program and access to certification prep, technical and leadership courses/books/seminars after 6+ months of tenure.
  • Certification discounts and perks to associations that include CompTIA and IIBA.
  • Dedicated customer service team for benefits and resources.
  • Access to a certified Career Coach.

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