-
Envision

Data Scientist

Envision
United States · Full-time · Associate

We are seeking an AI/ML Data Scientist for our client for a remote position


US Citizens or Green Card Holders ONLY!!


No C2C

No Third Party Agencies


Were hiring a hands-on Data Scientist with strong AI/ML engineering skills to help design and build AI/ML solutions across cloud platforms. You'll work with business and engineering partners to translate business problems into measurable, scalable AI/ML services - including GenAI agents, production ML models, and lightweight internal apps.


What you'll do

• Partner with business and engineering teams to translate problems into measurable AI/ML solutions and success metrics.

• Design, train, validate, and deploy models for classification, regression, recommendation, and time-series forecasting; pick algorithms, features, and evaluation strategies that match business goals.

• Develop and evaluate GenAI agent applications using frameworks like Langchain and Google ADK, leveraging techniques such as RAG, prompt engineering, and vector DB integration.

• Build and operate reliable data pipelines and model inference endpoints across GCP and AWS (BigQuery, Vertex AI, Cloud Run, S3, Lambda, SageMaker, etc.).

• Implement CI/CD, automated testing, and monitoring for ML/data projects (GitHub Actions, Cloud Build, CodeBuild/CodePipeline).

• Create lightweight dashboards and internal apps (Streamlit, Plotly Dash) to deliver models and insights to stakeholders.

• Write clear model documentation: problem formulation, modeling approach, validation, data needs, and deployment steps.

• Advocate for coding best practices, reproducibility, and shared documentation across a global data science organization.


Required qualifications

• Masters + 1+ years, or a PhD in Data Science, Computer Science, Applied Math/Statistics, Econometrics, or related quantitative field.

• Strong Python and SQL skills; experience with scikit-learn, XGBoost/LightGBM, and a deep learning framework (PyTorch or TensorFlow).

• Hands-on experience building GenAI/LLM applications and agentic workflows.

• Practical experience building reliable data pipelines and ensuring data quality/lineage on GCP (BigQuery).

• CI/CD experience for ML/data projects (e.g., GitHub Actions, Cloud Build, AWS CodeBuild/CodePipeline, etc).

• Practical experience building internal dashboards/apps with Streamlit and/or Plotly Dash.

• Cloud experience with GCP (BigQuery, Vertex AI, Cloud Run, Gemini Enterprise) and AWS (S3, Lambda, ECS, SageMaker).

• Solid comprehension of the mechanisms behind widely used AI/ML algorithms - including their intuition, assumptions, statistical theory, computational complexity, strengths/weaknesses, and when to use each.

Key Skills

Ranked by relevance

cloud aws gcp streamlit cicd ai s3 deep learning pytorch python sql ecs
Login to Apply
Posted
Jan 06, 2026
Type
Full-time
Level
Associate
Location
United States
Company
Envision

Industries

IT Services IT Consulting

Categories

Engineering

Related Jobs

3 roles aligned with this opportunity

View all jobs
View Job Details
ValidaTek, Inc.
Related

Scrum Master

2026-05-26

Full-time
Not Applicable
United States
IT Services
Engineering
View Job Details
STACKIT
Related

Fullstack Engineer (m/w/d) - Android & Kotlin

2026-05-22

Full-time
Not Applicable
Germany
IT Services
Engineering
View Job Details
Envision
Related

Head of Artificial Intelligence

2026-03-04

Full-time
Mid-Senior
United States
IT Services
Management