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Data Scientist-Machine Learning

6 months ago

Houston, United States Harnham Full time

Company Description:

Our client manages a large portfolio of companies and has a large focus on upholding integrity and being held accountable to the highest ethical standards. They are committed to fostering a culture of open communication, teamwork, and personal development.


ESSENTIAL FUNCTIONS of Data Science-Machine Learning role:

  • Design, train, and implement machine learning algorithms
  • Build, deploy, and maintain machine learning algorithms end to end.
  • Designs machine learning and advanced analytics solutions, algorithms, and cloud architectures needed to satisfy product features and functionality defined by product owner and other stakeholders in a production environment
  • Will be working in software development life cycle.
  • Assists in integrating subsystems such as data pipelines, AI/ML algorithms, API interfaces into end-user facing products.
  • Working on daily scrums and supporting Scrim Master.
  • Creates detailed documentation which describes methodology, relevant instructions, and test results

SUPERVISORY RESPONSIBILITIES

  • May oversee other data science workers or contractors at times.
  • Leading and managing data science and ml projects.


SOFT SKILLS

  • Proven track record of leading cross-functional teams to successfully deliver complex data-driven projects.
  • Fantastic problem-solving and analytical skills, with the ability to translate complex technical details into understandable business insights.
  • Can see the overall picture and understand alternative approaches.
  • Strong communication skills with technical and non-technical stakeholders.

CERTIFICATES, LICENSES, REGISTRATIONS*

  • Relevant certifications such as Microsoft Certified: Azure Data Scientist Associate or AWS Certified Machine Learning are advantageous.


Desired Skills and Experience

-Bachelor's degree in a related discipline at minimum with 4 years of related experience.

-The right candidate could also have a different combination, for example the candidate could have a masters degree with 2 years' experience; a Ph.D. and up to 1 year of experience; or 8 years' experience in a related field

-Proficient in Python, machine learning libraries & frameworks (TensorFlow, PyTorch, scikit-learn)

-Familiar with data processing and visualization tools (SQL, Tableau, Power BI).

-Expertise in advanced analytical techniques (descriptive statistics, machine learning, optimization, pattern recognition, cluster analysis, etc.)

-Experience with Time-Series Forecasting Methods, Regression Models, Clustering/Dimensionality Reduction

-Experience with cloud computing environments (AWS, Azure, or GCP) and Data/ML platforms (Databricks, Spark).

-Solid understanding of ML life cycle.

-Experience in CI/CD Pipelines.


Benefits:

  • Health, Dental, and Vision Insurance
  • 15+ Days of PTO Annually
  • Educational Assistance available
  • Annual bonus
  • 401(k) Matching Program