Senior Data Scientist || Washington, DC
Envision, Inc
Toms River, NJ, United States
3 days ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
6 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Amazon Web Services
Data Analysis
Microsoft Azure
Big Data
Continuous Integration
Data Visualization
Relational Databases
Distributed Computing Environment
R (Programming Language)
Apache Hadoop
Statistical Hypothesis Testing
+37 more
Python (Programming Language)
PostgreSQL
Machine Learning
Microsoft SQL Server
MySQL
Recommender Systems
Power BI
OpenAI
Tensorflow
Standard Sql
SQL Databases
Tableau (Software)
Unstructured Data
Google Cloud
Feature Engineering
Pytorch
LangChain
Large Language Models
Snowflake
Apache Spark
Deep Learning
Llamaindex
Generative AI
Keras
Agentic-AI
Matplotlib
Scikit Learn
Kubernetes
Information Technology
Optimization Algorithms
HuggingFace
Xgboost
Plotly
Machine Learning Operations
Data Pipelines
Docker
Databricks
Job description
- Design, develop, and deploy machine learning, deep learning, and statistical models to solve complex business problems.
- Analyze structured and unstructured data to identify trends, patterns, and actionable insights.
- Build predictive models, recommendation systems, forecasting models, and classification algorithms.
- Develop data pipelines and feature engineering processes for model training and deployment.
- Collaborate with product managers, business stakeholders, data engineers, and software developers to define data science solutions.
- Perform exploratory data analysis (EDA), hypothesis testing, and statistical analysis.
- Optimize machine learning models for scalability, accuracy, and performance.
- Deploy ML models using MLOps best practices and monitor model performance in production.
- Communicate analytical findings and recommendations through dashboards, reports, and presentations.
- Mentor junior data scientists and promote data science best practices across the organization.
- Stay current with emerging AI, machine learning, and data science technologies.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, Engineering, or a related field (Ph.D. preferred).
- 6+ years of experience in Data Science, Machine Learning, or Artificial Intelligence.
- Strong proficiency in Python or R for data analysis and machine learning.
- Experience with SQL and relational databases.
- Expertise in machine learning algorithms, statistical modeling, and predictive analytics.
- Experience with large datasets and distributed computing frameworks.
- Strong understanding of probability, statistics, linear algebra, and optimization techniques.
- Experience deploying machine learning models into production environments.
- Excellent problem-solving, analytical, and communication skills., * Experience with Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), or AI agents.
- Hands-on experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
- Familiarity with MLOps tools such as MLflow, Kubeflow, SageMaker, or Vertex AI.
- Experience with Docker, Kubernetes, and CI/CD pipelines.
- Knowledge of data visualization tools such as Tableau, Power BI, or Plotly.
- Experience working in Agile/Scrum environments.
Technical Skills
- Programming: Python, R, SQL
- Machine Learning: Scikit-learn, XGBoost, LightGBM, CatBoost
- Deep Learning: TensorFlow, PyTorch, Keras
- Generative AI: OpenAI APIs, LangChain, LlamaIndex, Hugging Face Transformers
- Big Data: Apache Spark, Hadoop, Databricks
- Databases: PostgreSQL, MySQL, SQL Server, Snowflake
- Cloud: AWS, Azure, Google Cloud Platform
- MLOps: MLflow, Kubeflow, Docker, Kubernetes
- Visualization: Power BI, Tableau, Matplotlib, Plotly
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Prepare application
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