Data Engineer

03 Jul 2024

Vacancy expired!

Data EngineerJob Summary: Talent Software Services is in search of a Data Engineer for a direct placement position in St. Paul, MN. Position Summary: The client is currently hiring for a Data Engineer - virtuwell. The engineer will work on healthcare delivery R&D projects with a data science team, performing functional prototyping and cloud orchestrating the transfer of successful prototypes to production. The primary focus will be on choosing optimal solutions, and then maintaining, implementing, and monitoring them. This position is part of a growing data science team and will have a unique opportunity to help shape the future of healthcare delivery.Primary Responsibilities/Accountabilities:

  • Identify, collect and wrangle structured and unstructured data from databases, files and third-party APIs. (SQL, unix shell, python, pandas)
  • Developing, modelling, deploying and supporting pipelines and applications, ideally in Python
  • Build and tune machine-learning models and pipelines (python, pandas, scikit-learn, xgboost).
  • Writing clean, tested, documented code for collective review and ownership to solve business problems.
  • Configuration and deployment of Docker containers.
  • Document experiment findings (python, Jupyter notebooks)
  • Implement shared Python packages for cross-project functionality.
  • Translating staffing forecast data to understand outliers in data, understanding shift, case mix and future staffing needs.
  • Develop processes and tools to monitor and analyze model performance and data accuracy (python).
  • Collaborate with other data scientists/Client engineers, developers, dev/ops, business stakeholders, etc. (Jupyter, Jira, Wiki)
  • Perform other duties as assigned.
  • Participates in technology roadmap discussions and planning.
Qualifications:
  • Bachelor's degree in Computer Science Engineering
  • 2+ years of experience in full-stack data science product development: from exploratory data analysis, visualization to Client modeling to application/product development, deployment and maintenance.
  • Strong problem-solving skills with an emphasis on product development.
  • Strong knowledge of statistical techniques/concepts and experience applying them (regression, properties of distributions, statistical tests, etc).
  • Strong experience with a variety of machine learning algorithms and an understanding of their real-world advantages/drawbacks.
  • Excellent written and verbal communication skills.
  • Team player. Comfortable with collective decision making; learning from and mentoring others; participation in code/experiment reviews; and collective ownership of code.
  • Genuine interest in developing knowledge and solutions that will contribute to affordable,
  • high-quality healthcare.
  • Great to have experience:
    • Pandas
    • statsmodels
    • scikit-learn
    • gradient boosting libraries: XGBoost, CatBoost, LightGBM
    • plotting libraries: Matplotlib, seaborn, Plotly
    • dashboarding solutions: Panel, Dash
    • hyperparameter optimization tools: Optuna, HyperOpt
    • Airfl
If this job is a match for your background, we would be honored to receive your application! Providing consulting opportunities to TALENTed people since 1987, we offer a host of opportunities including contract, contract to hire and permanent placement. Let's talk!

  • ID: #43795750
  • State: Minnesota Stpaul 55101 Stpaul USA
  • City: Stpaul
  • Salary: BASED ON EXPERIENCE
  • Job type: Permanent
  • Showed: 2022-07-03
  • Deadline: 2022-08-31
  • Category: Healthcare