GenAI Developer
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Role details
Tech stack
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Job description
- 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, Nave 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
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., Technical Skills:
- 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/Google Cloud Platform).
- 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).
General 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.
About the company
Everforth Apex is a world-class IT services company that serves thousands of clients across the globe. When you join Everforth Apex, you become part of a team that values innovation, collaboration, and continuous learning. We offer quality career resources, training, certifications, development opportunities, and a comprehensive benefits package. Our commitment to excellence is reflected in many awards, including ClearlyRateds Best of Staffing in Talent Satisfaction in the United States and Great Place to Work in the United Kingdom and Mexico.
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