drjobs Senior AI/ML Data Scientist

Senior AI/ML Data Scientist

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1 Vacancy
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Job Location drjobs

Woodlawn, MD - USA

Monthly Salary drjobs

$ 182543 - 192543

Vacancy

1 Vacancy

Job Description

Please Note:
  • This is 100% OnSite Position.
  • Selected candidate must be willing to work onsite in Woodlawn MD 5 days a week.
Position Description:
  • Stay updated on the new methods in NLP ML and Generative AI
  • Understand real world challenges and develop automated data solutions
  • Develop test and deploy new techniques for NLP understanding
  • Scalable development/deployment of ML and Generative AI approaches (such as Large Language Models (LLMs)
  • Train and optimize NLP/LLM models and create Python based pipelines
  • Determine the nature of analytic problems evaluate options and offer recommendations for resolution.
  • Advise on the methods and data needed and/or available to evaluate the (intelligence or data) problem.
  • Collaborate with data collectors and analysts to identify and close gaps on complex monitoring problems.
  • Provide accurate timely complex and sophisticated data analysis.
Key Required Skills:
Strong knowledge of AI/ML/LLM Python NLP Generative AI and experience in the clinical domain.

Requirements

Basic Qualifications:
  • Bachelors degree with 12 years of experience.
  • Bachelors degree in Statistics Applied Mathematics Computer Science or Information Science with industry experience on NLP data science AI/ML/LLM engineering.
  • Minimum 8 Year (s) of Data Scientist experience
  • Must be able to obtain and maintain a Public Trust. Contract requirement.
Required Skills:
  • Experience with Natural Language Processing (NLP) Generative AI and Large Language Models (LLM).
  • Fluency in Python Programming version control and collaboration with GIT standard Python packages (ex. Pandas numpy matplotlib) and ML frameworks.
  • Knowledge of TensorFlow PyTorch Pandas scikitlearn NLTK Azure ML (optional) Amazon Web Services EC2.
  • Experience with scalable data engineering frameworks such as Apache Spark and orchestration frameworks such as Airflow and/or experience with semantic search.
  • Expert knowledge in conducting data analysis and applying advanced statistical concepts and ML methods to build train test and evaluate a variety of supervised and unsupervised analytic models.
  • Experience with ML model deployment and operations like DevOps MLOps LLMOps.
  • Experience with NLP and Generative AI libraries like regular expressions (e.g. spacy langchain) text annotation tools and semantic frameworks.
  • Ability to clean and process large amounts of realworld data.
  • Experience retrieving and manipulating data from a variety of data sources included DB2 Oracle SQL Server Hadoop and flat files.
  • Experience with database management systems (e.g. PostgresSQL MySQL SQLite SQL etc.).
  • Excellent analytical skills to identify potential risks and propose effective solutions.
  • Excellent problemsolving skills ability to collaborate with crossfunctional teams and proven communication in written and verbal formats to various audiences to include executive leadership.
Desired Skills:
  • Prior experience working on applications in the clinical domain.
  • Prior experience with federal or state governments IT projects.
  • Experience with or the ability and willingness to learn distributed processing via the Hadoop ecosystem i.e. Spark Impala and Hive.
  • Experience working in an analytical research environment.
  • Experience in parallel processing such as GPU programming with CUDA.
  • Experience with Mathematica.
  • Experience using markup languages such as LaTeX HTML etc.
  • Experience with Natural Language Processing for anomaly detection.

NLP, ML, Generative AI, Python, Pandas, Numpy, PyTorch, AWS EC2, Apache Spark

Employment Type

Full Time

Company Industry

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