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Data Scientist - Inventory Optimization And Operations Research - Freelance [Remote]
Company | Braintrust |
Address | San Francisco, CA, United States |
Employment type | FULL_TIME |
Salary | |
Category | Technology, Information and Internet |
Expires | 2023-07-27 |
Posted at | 10 months ago |
ABOUT US:
Braintrust is a user-owned talent network that connects you with great jobs with no fees or membership costs—so you keep 100% of what you earn.
ABOUT THE HIRING PROCESS:
When you join Braintrust, you will be invited to a screening process for Braintrust to learn more about your previous work experiences. Once completed, you will have access to the employer for this role and other top companies that seek high-quality talent. Apply to this job to kick off the process.
Requirements
Job Summary:
Our client is seeking a highly skilled and experienced Data Scientist with a strong background in
inventory optimization, operational research, and industrial engineering. The ideal candidate
will possess a deep understanding of inventory management principles, supply chain dynamics,
and statistical modeling techniques. Additionally, knowledge of database design, data
engineering, natural language processing (NLP) methods is required, and computer vision
would be a plus. In this role, you will be responsible for leveraging data-driven approaches to
optimize inventory levels, streamline operational processes, and improve decision-making
within their organization.
What you’ll be working on
Responsibilities:
C2C Candidates: This role is not available to C2C candidates working with an agency. If you are a professional contractor who has created an LLC/corp around their consulting practice, this is well aligned with Braintrust and we’d welcome your application.
Braintrust values the multitude of talents and perspectives that a diverse workforce brings. All qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status.
Braintrust is a user-owned talent network that connects you with great jobs with no fees or membership costs—so you keep 100% of what you earn.
ABOUT THE HIRING PROCESS:
When you join Braintrust, you will be invited to a screening process for Braintrust to learn more about your previous work experiences. Once completed, you will have access to the employer for this role and other top companies that seek high-quality talent. Apply to this job to kick off the process.
- BRAINTRUST JOB ID: 6820
- HOURLY RANGE: Our client is looking to pay $65 – $80/hr
- JOB TYPE: Freelance, Contract Position (no agencies/C2C - see notes below)
- LOCATION: Remote - Work from anywhere
- ESTIMATED DURATION: 40h/week - Long term
Requirements
Job Summary:
Our client is seeking a highly skilled and experienced Data Scientist with a strong background in
inventory optimization, operational research, and industrial engineering. The ideal candidate
will possess a deep understanding of inventory management principles, supply chain dynamics,
and statistical modeling techniques. Additionally, knowledge of database design, data
engineering, natural language processing (NLP) methods is required, and computer vision
would be a plus. In this role, you will be responsible for leveraging data-driven approaches to
optimize inventory levels, streamline operational processes, and improve decision-making
within their organization.
What you’ll be working on
Responsibilities:
- Database Design and Optimization: Designed and developed the database schema and entity relations, ensuring efficient and normalized tables for optimal database performance. Employed best practices in database design to enhance data storage, retrieval, and query performance.
- Data Engineering and Database Design: Design and implement data pipelines, data structures, and database systems to efficiently collect, store, and process large volumes of data. Ensure data quality and integrity throughout the data lifecycle. NLP and Generative Models: Leverage natural language processing techniques and generative models to analyze unstructured data, extract information, and develop text-based models for inventory optimization, demand forecasting, and decision-making.
- Inventory Optimization: Apply advanced analytical techniques to optimize inventory levels, including demand forecasting, safety stock calculations, reorder point determination, and order quantity optimization. Develop models to identify potential stockouts, excess inventory, and areas for improvement.
- Collaboration and Communication: Collaborate with cross-functional teams, including supply chain, logistics, operations, and IT, to understand business requirements, gather relevant data, and deliver actionable insights. Present findings and recommendations to stakeholders in a clear and concise manner.
- ETL Processes and Data Lake Design: Developed Extract, Transform, Load (ETL) processes to ingest and transform data from various sources into the data lake. Designed the data lake zone and curated zone, establishing an organized and scalable data infrastructure that facilitated efficient data processing and analysis.
- Industrial Engineering: Analyze and improve existing processes, workflows, and systems to enhance productivity and reduce waste. Apply industrial engineering concepts to streamline operations, eliminate bottlenecks, and improve overall efficiency. Statistical Modeling: Utilize statistical techniques and machine learning algorithms to analyze large datasets and extract meaningful insights. Develop predictive models to forecast demand, identify trends, and support decision-making related to inventory management and operational planning.
- Operational Research: Apply operational research methodologies to solve complex problems related to supply chain optimization, production planning, scheduling, and logistics. Develop optimization models and algorithms to improve operational efficiency and reduce costs.
- Familiarity with NLP techniques, text mining, and generative models.
- Strong expertise in inventory optimization, operational research, and industrial engineering concepts and methodologies.
- Strong communication and presentation skills, with the ability to convey complex concepts to non-technical stakeholders.
- Experience with database design, data engineering, and data manipulation languages (e.g., SQL).
- Knowledge of programming languages such as Python or R for data analysis and model development.
- Proficiency in statistical modeling, machine learning, and optimization algorithms.
- Masters or Ph.D. degree in Data Science, Industrial Engineering, Operations Research, or a related field.
- Excellent problem-solving skills and ability to translate business requirements into analytical solutions.
C2C Candidates: This role is not available to C2C candidates working with an agency. If you are a professional contractor who has created an LLC/corp around their consulting practice, this is well aligned with Braintrust and we’d welcome your application.
Braintrust values the multitude of talents and perspectives that a diverse workforce brings. All qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status.
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