• Senior AI/ML Data Scientist

    Insight Global (Windsor Mill, MD)


    Job Description

    Hands on experience in Python, RAG LLM, NLP, ML and Generative AI

     

    Well versed in SQL and analyzing trends and transactional data.

     

    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

     

    Experience building cloud native solutions on AWS

     

    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.

     

    Pay range for this position is $65/hr - $85/hr

     

    We are a company committed to creating inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity employer that believes everyone matters. Qualified candidates will receive consideration for employment opportunities without regard to race, religion, sex, age, marital status, national origin, sexual orientation, citizenship status, disability, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to Human Resources Request Form (https://airtable.com/app21VjYyxLDIX0ez/shrOg4IQS1J6dRiMo) . The EEOC "Know Your Rights" Poster is available here (https://www.eeoc.gov/sites/default/files/2023-06/22-088\_EEOC\_KnowYourRights6.12ScreenRdr.pdf) .

     

    To learn more about how we collect, keep, and process your private information, please review Insight Global's Workforce Privacy Policy: https://insightglobal.com/workforce-privacy-policy/ .

     

    Skills and Requirements

     

    Bachelor's degree in Statistics, Applied Mathematics, Computer Science, or Information Science with industry experience on RAG LLM, Python, 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.

     

    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, scikit-learn, 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 real-world 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 problem-solving skills, ability to collaborate with cross-functional teams and proven communication in written and verbal formats to various audiences to include executive leadership. Prior experience with federal or state governments IT projects.

     

    Industry experience preferred

     

    Experience building AI chatbot.

     

    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 null

    We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to [email protected].