Senior Data Scientist
Company: Fulcrum Analytics
Location: New York
Posted on: April 24, 2024
Job Description:
At Fulcrum, we provide cutting-edge data science consulting and
software solutions to help companies solve challenging business
problems. Through the utilization of our innovative products and
dedicated team, clients are able to operate more efficiently,
manage risk, and make informed business decisions every day.
Fulcrum Analytics has stood at the forefront of data, analytics,
and innovative software for over 25 years, offering sophisticated
solutions, groundbreaking technologies, and winning strategies that
help companies achieve their targeted results.
Role Description:
The Senior Data Scientist role is expected to develop analytical,
statistical, and machine learning solutions to client business
problems. The Senior Data Scientist will have a number of
responsibilities, including: -
- Extract and manipulate data from various sources (databases,
files, APIs, etc.); requires knowledge of how to deal with the
inherent structure of the data.
- Use Python (and R) to perform statistical analysis, profiling,
reporting, and modeling.
- Leverage NLP and text analytics libraries to ingest,
preprocess, analyze, and model unstructured text data. -
- Perform topic modeling, information extraction, sentiment
analysis, summarization, and other types of text analytics to
uncover insights.
- Develop and interpret multivariate statistical models, such as
linear or logistic regression, survival analysis, and other
parametric or non-parametric models that predict business
metrics.
- Build machine learning pipelines to aid with decision-making
and streamline critical business processes. -
- Design and implement solutions using generative AI models
(GPT-4, Claude, Llama2), frameworks -(Langchain, LlamaIndex), and
related -tools (vector databases). -
- Apply data science principles to solve complex business
problems, including but not limited to problem framing, evaluating
the impact of business interventions, identifying performance
drivers, conducting diagnostic analyses, and generating insights.
-
- Interpret statistical findings in the context of clients'
businesses, and create presentations that communicate analytical
results to non-technical client audiences. -
- Provide high-level strategic insight and direction on
projects.
- Interact with clients to establish requirements, organize
meetings, and deliver presentations. -
- Research practical data science topics and prepare
presentations to share findings and knowledge with team members.
-
Qualifications:
- 3-5 years of data science work experience
- Experience ingesting, cleaning, and manipulating data
- Data mining and statistical programming experience with Python
and SQL
- Experience working with large datasets, text data, and complex
relational data models
- Strong understanding of various statistical methods, such as
linear and logistic regression, time series, design of experiments,
etc. -
- Experience and creativity to come up with novel approaches to
challenging problems
- Exceptional oral and written communication skills
- Ability to multitask on different projects and manage
deadlines
- Flexibility to work both collaboratively and
independently
- Bachelors or above in Data Science, Statistics, Applied Math,
Econometrics, Business, or related field
- Previous consulting experience a strong plus
- Hands-on generative AI experience strongly preferred
Position Type: Full-time salaried
Reports to: VP of Data Science
Base Compensation: $120,000 - $150,000
Benefits: Medical, Dental, Vision, 401k with Match, Bonus,
Unlimited PTO
Location: Remote within the United States of America; Eastern time
zone preferred
Keywords: Fulcrum Analytics, Paterson , Senior Data Scientist, Other , New York, New Jersey
Didn't find what you're looking for? Search again!
Loading more jobs...