SENIOR DATA SCIENTIST, PREDICTIVE MODELING
We are seeking a highly skilled and experienced Data Scientist with a dedicated
focus on predictive modeling to join our expanding analytics team. The ideal
candidate will possess deep proficiency in Python and SQL, a thorough
understanding of machine learning libraries, and a demonstrated ability to
navigate complex and ambiguous problem spaces to deliver precise, data-driven,
and actionable insights. This role is pivotal in the design, development, and
deployment of predictive models that will drive critical business applications
and strategic initiatives.
KEY RESPONSIBILITIES
- Model Development & Validation: Design, construct, and rigorously validate
predictive models utilizing both structured and unstructured datasets.
- Technical Implementation: Employ advanced Python-based machine learning
libraries, including PyTorch, scikit-learn, and TensorFlow, to engineer
robust and scalable models.
- Data Engineering: Execute sophisticated data wrangling, transformation, and
feature engineering tasks with expert-level proficiency in Python and SQL.
- Exploratory Analysis: Conduct in-depth exploratory data analysis and
iterative model development within Jupyter Notebook environments.
- Problem Formulation: Translate abstract or ill-defined business challenges
into clearly defined and actionable data science projects.
- Independent Research & Analysis: Proactively explore complex datasets,
identify emergent trends, and generate impactful insights autonomously.
- Cross-functional Collaboration: Partner effectively with interdisciplinary
teams to ascertain business requirements and deliver solutions that are
meticulously aligned with organizational objectives.
- Documentation & Communication: Produce clear, concise, and comprehensive
documentation of processes, models, and findings for both technical and
non-technical stakeholders.
REQUIRED QUALIFICATIONS
- Experience: A minimum of four (4) years of progressive experience in a data
science role, with a strong, verifiable track record of successfully building
and deploying predictive models in production environments.
- Programming Proficiency: Demonstrated expert-level proficiency in Python,
encompassing key libraries such as pandas, NumPy, scikit-learn, PyTorch, and
TensorFlow.
- Database Skills: Advanced proficiency in SQL, with the capability to
efficiently query and manipulate complex, large-scale datasets.
- Analytical Tools: Extensive experience utilizing Jupyter Notebooks for data
exploration, analysis, and presentation.
- Data Preparation: Proven expertise in data preprocessing, feature
engineering, and data cleaning methodologies.
- Machine Learning Fundamentals: A comprehensive and solid understanding of
core machine learning concepts, including both supervised and unsupervised
learning paradigms.
- Project Management: Demonstrated ability to independently manage the entire
lifecycle of a data science project, from initial conceptualization through
to successful production implementation.
- Problem-Solving: Exceptional analytical and problem-solving skills, coupled
with the capacity to effectively navigate and resolve ambiguity to define
clear and precise solutions.
PREFERRED QUALIFICATIONS
- Deployment Experience: Direct experience with the deployment of machine
learning models into live production environments.
- Version Control: Familiarity with modern version control systems,
specifically Git.
- Advanced Degree: An advanced degree (Master of Science or Ph.D.) in Data
Science, Computer Science, Statistics, Mathematics, or a closely related
quantitative discipline.
Who We Are
API is the global leader for crew accommodation solutions, and we are changing
the way businesses manage travel. Our technology platform streamlines the entire
crew planning process, making day-to-day operations more efficient and elevating
the crew layover experience. API’s proprietary technology, mobile solutions and
our experienced team are positioned to offer our clients a complete, end-to-end
platform that integrates seamlessly into their process. We are looking for
dynamic, creative, and tech savvy individuals to join our team. If you are
passionate about hard work, providing impeccable service, technology, and
solutions to our clients then API may be a great fit for you!
Other Duties
Duties, responsibilities and activities may change at any time according to
business needs.
The performance of additional responsibilities if you are designated as a Data
Protection Champion (DPC), Senior Information Risk Owner (SIRO) or Information
Assurance Accounting Officer (IAAO).
Work Environment
This position operates in a professional office environment. This role routinely
uses standard office equipment such as computers, phones, photocopiers, filing
cabinets and fax machines.
Physical Demands
The physical demands described here are representative of those that must be met
by an employee to successfully perform the essential functions of this job.
While performing the duties of this job, the employee is regularly required to
talk or hear. The employee frequently is required to stand, walk; use hands to
finger, handle or feel; and reach with hands and arms.
AAP/EEO Statement
Accommodations Plus International is an Equal Opportunity Employer that does not
discriminate on the basis of actual or perceived race, creed, color, religion,
alienage or national origin, ancestry, citizenship status, age, disability or
handicap, sex, marital status, veteran status, sexual orientation, genetic
information, arrest record, or any other characteristic protected by applicable
federal, state or local laws. Our management team is dedicated to this policy
with respect to recruitment, hiring, placement, promotion, transfer, training,
compensation, benefits, employee activities and general treatment during
employment.
