Job Description:
Quevera is seeking a Machine Learning Engineer to join an exciting, collaborative and innovative team. A place where you are positioned for more than just a job. Where leadership partners with you, seeks to cultivate and support career development, encouraging growth from within while striving to foster a diverse and inclusive environment that improves individual and organizational performance.
Highlights of working for Quevera are:
- Quevera employees voted Quevera as a TOP EMPLOYER in the Baltimore /DC area for 2020 (ranked #8 out of 150 companies) and 2022 (ranked #5 out of 150 companies).
- Yearly $5,000 towards education/training.
- Employees are in control of their career path through our Career Pathway Program.
- Family and corporate events.
- Excellent health care coverage (100% paid premium option) and 401K matching (up to 4%).
- And many more!
Required Experience:
- Demonstrated experience tuning neural networks, such as LLMs, on custom data sets and applying results to specific use cases.
- Demonstrated professional or academic experience developing models and ensembles in the AI/ML space, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance.
- Demonstrated professional or academic experience using Python or R.
- Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, TensorFlow, or Keras.
- Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions, and nested subqueries.
- Demonstrated professional or academic experience with version control systems such as GitHub and Jenkins.
- Demonstrated experience leveraging GPUs for accelerated computing.
Desired Experience:
- Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.
- Demonstrated experience with cloud computing development and architecture.
- Demonstrated experience with front-end web development frameworks such as Flask.
- Demonstrated experience creating machine learning models that conduct text classification and topic modeling in Python using standard machine learning (SciKit Learn) or deep learning models.
- Demonstrated experience developing applications for semantic search.
- Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards.
- Demonstrated academic or professional experience communicating methodological choices and model results.
- Demonstrated experience with verification and validation test benches.
- Demonstrated experience with Explainable AI (XAI) techniques.
- Demonstrated experience with ONNX (Open Neural Net Exchange).
Quevera is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected veteran status, age, or any other characteristic protected by law.
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