Description:

Agiloft is seeking an experienced Data Scientist to join their Data Science Team, focusing on machine learning and generative AI.
The role involves researching, prototyping, developing, and supporting production features that utilize machine learning and generative AI technologies.
Responsibilities include building, curating, and maintaining datasets for analysis and ML projects, as well as supporting the development and maintenance of the AI platform.
The Data Scientist will architect robust AI/ML features, addressing scalability and performance issues, and provide expert recommendations on their usage.
Engagement in project initiatives and contribution to the planning process is expected to ensure alignment with project goals and team objectives.
The role also includes educating internal stakeholders about machine learning projects and their business implications.
Other duties may be assigned as needed.

Requirements:

Candidates must have 3-5 or more years of experience in a Data Scientist role.
Fluency in Python and the associated Data Science stack (numpy, scipy, scikit-learn, pandas) is required.
Proficiency in at least one relational database language is necessary.
Strong communication skills to explain the abilities and limitations of ML systems to developers, product managers, and UX designers are essential.
The ability to evaluate multiple models and approaches and make informed expert decisions is required.
Experience with deep learning and generative AI models, both third-party and open-source, is preferred.
Candidates should have the ability to architect and deploy basic machine learning models in a production environment.
Experience with cloud-based infrastructure environments (AWS, GCP, etc.) and containerization technology (Docker, Kubernetes) is necessary.
Knowledge of machine learning model optimization and the ability to advise on trade-offs and options is required.
Familiarity with model drift and the ability to monitor and respond appropriately in straightforward scenarios is necessary.
Familiarity with at least one CI/CD tool and experience in modern principles of software development and version control is required.

Agiloft promotes a diverse and inclusive workplace, encouraging individuals from all walks of life to apply.
The company supports multiple Employee Resource Groups (ERGs) and offers a working environment that fosters a healthy work/life balance.
Employees benefit from floating holidays and a quarterly, no-questions-asked wellness day.
Agiloft is committed to providing accommodations during the recruiting process for those who need them.
There is no application deadline for this opportunity, allowing for ongoing review of applications as they are submitted.