AI/ML Development: Design and implement supervised and unsupervised models including regression, classification, clustering, time-series forecasting, and boosting methods. Build and fine-tune neural networks including CNNs, RNNs, and LSTMs.
Generative AI: Develop and integrate solutions powered by LLMs and open-source foundation models. Evaluate and optimize model performance, latency, and cost. Stay current with advances in foundation models, prompt engineering, fine-tuning techniques (LoRA, PEFT), and model safety practices.
Modern Code Development: Write efficient, maintainable Python code (advanced Python required), using tools like JupyterLab, Databricks and VSCode for development and testing. Package and deploy solutions using Docker containers on cloud platforms like AWS and Azure. Use Git for version control and champion SWE best practices.
Model Management and Deployment: Manage MLOps and full model lifecycle. Serialize and manage models using Pickle, Joblib, and/or ONNX. Deploy models using FastAPI and serverless functions, building secure and scalable endpoints. Create user-facing AI tools using Streamlit and front-end technologies (HTML/CSS/JavaScript).
Platform Enablement: Databricks expertise to drive platform adoption and accelerate the development of new use cases, supporting model automation, AutoML, and template-based development.
Hands-on: Advanced data processing, visualization, and storytelling. Solid background in popular AI/ML open-source libraries including scikit-learn, PyTorch, pandas, polars, NumPy, seaborn, and other libraries for data cleaning, feature engineering, and visualization.
Systems Thinking: Approach problems with an end-to-end mindset, considering model performance, data quality, infrastructure, user experience, and downstream applications. Translate business goals into viable, scalable technical solutions.
Collaboration & Mentorship: Work closely with cross-functional teams and mentor junior engineers and data scientists for the overall improvement of data quality metrics, solution accessibility, self-service capabilities, governance, and business adoption of AI/ML best practices.
***Lumen and / or its clients will not provide equipment (Laptop, monitor, etc.) to the selected contractor. The contractor must have their own equipment. Access to a virtual desktop set up (software) will be provided by Lumen's client, allowing the user access to the required systems and technology.*** Lumen Solutions Group Inc. is an Equal Opportunity Employer and does not discriminate in employment on the basis of Minority/Gender/Disability/Religion/LGBTQI/Age/Veterans.
...NCAI Job PostingJob Title Senior Commercial Real Estate Review AppraiserOrganization U.S. BankLocation(s) Charlotte, NC; Atlanta, GA, Cincinnati, OH; St. Lous, MO; Chicago, ILJob Description Manage commercial real estate appraisal process for assigned market area(...
...Job Description We invite you to join a team of highly skilled emergency medical experts, pilots and mechanics! Our mission of providing care to the world at a moment's notice is at the heart of everything we do. We are caregivers, first and foremost, and we will...
...name states. Hands of Heartland is looking for compassionate and caring individuals to share their home with a person with developmental disabilities as a Shared Living Provider . We are looking for someone in South Sioux City , NE area. What Youll Do:...
...Chief Information Officer (CIO)Location: Onsite Houston, TXEmployment Type: Full-TimeAbout BigRio: BigRio is a remote-based, technology consulting firm headquartered in Boston, MA. We deliver software solutions from custom development and implementation to data analytics...
...career in technology.Job DescriptionPerform statistical analysisFlask introduction and Flask applicationTokenization and Ada boostWork on CNN in python and SVR/SVM and isolation forestUndertaking machine learning experiments and testDesigning machine learning...