Data Scientist
1 week ago
Major Responsibilities Include
Leading customer discussions for discovery of requirements, definition of problem statement, and recommendation of solutions
Leveraging time series analysis for trend identification, seasonality adjustments, pricing and yield optimization, and ROI forecasting in advertising.
Analyzing and translating business needs into long-term solution data models, utilizing code for analyzing data, and building statistical, optimization, and ML models.
Applying combinatorial optimization research & advanced time series forecasting techniques to build, test, evaluate machine learning models
Using combinatorial optimization for building recommendation algorithms
Supporting decision-making by developing analytic capabilities, platforms, pipelines, and using them to analyze trends and find root causes of model inaccuracy.
Minimum Qualifications
8+ years of experience working in the Data Science field with Time Series Forecasting, Pricing Optimization, and Operations Research problems, conducting hands-on data exploration and analysis, building, deploying and evaluating ML models for production and commercial applications
Prior commercial experience working with Supply Chain, Yield Optimization, Demand Forecasting, especially in translating optimization and scheduling algorithms into tangible actions for creating, distributing, and placing ads.
Proven expertise in the areas of Operations Research, Greedy Heuristics, and Combinatorial Optimization techniques related to Integer Programming and Mixed Integer Programming, and the ability to prototype and solve “knapsack” problems effectively .
Experience with optimization libraries such as Gurobi, Pyomo, Pulp, or Cplex.
Knowledge of greedy heuristics and their application in rapid decision-making scenarios within advertising.
Proficient with Amazon SageMaker and Retrieval Augmented Generation.
Familiarity with TV/Linear Advertising space, Ad Campaign Managers (Hulu, Facebook,Google, etc), Media Planning, Publishing/M&E domain, measurement providers and alternative currencies in linear and addressable (e.g. Nielsen, Commscore, iSpot, Samba, EDO, Wideorbit, Mediaocean, etc).
Experience in Media Mix Modeling (MMM) and Targeted Advertising.
Ability to harness machine learning algorithms, particularly in targeting specific audiences, enhancing the impact of advertising campaigns.
Data Visualization: Provide insights: and show patterns, trends, or correlations in a single plot. The ability to produce dynamic and interactive data visualizations is a plus.
Experience leading customer discovery, business requirements and solution design discussions, and managing executive, business and technical stakeholder relationships
Demonstrated expertise in using commercial and open-source solvers, advanced time series analysis and forecasting techniques, including deep learning models, decision tree-based models, ARIMA, Prophet, LSTM / CNN / RNN, etc.
Proficient in Python, Scala, SQL, tools for Data analysis (NumPy / SciPy / scikit-learn / pandas / matplotlib), demonstrating best practices for data coding to ensure consistency and readiness for production deployment.
Statistics and Applied Math, Computer Science, Operations Research (OR).
English Fluency
#J-18808-Ljbffr
-
Data Scientist
1 week ago
Los Angeles, United States Claritas Rx Full timeWho We Are Claritas Rx is a digital health venture that brings clarity to the challenges of specialty biopharmaceutical products in the marketplace. In today’s highly complex specialty networks, our mission is to illuminate the patient experience beyond the clinical trial. Claritas Rx leverages a proprietary technology platform and deep manufacturer...
-
Data Scientist
1 week ago
Los Angeles, United States Tavant Full timeKEY QUALIFICATIONS • Expertise with experimentation and statistical hypothesis testing (e.g. sample size determination / power analysis, statistical tests, confidence intervals, etc). • Strong communication and presentation skills with the ability to present analyses to a diverse group of stakeholders including data scientists, creatives, and marketing...
-
TS/SCI Data Scientist
Found in: Appcast Linkedin GBL C2 - 2 weeks ago
Los Angeles, United States Harnham Full timeSENIOR DATA SCIENTIST - REMOTE - MUST HAVE ACTIVE TOP SECURITY CLEARANCETHE COMPANY This advanced analytics company puts AI into use across the enterprise with enhanced analytics as they strive to help enterprises and governments make more intelligent and advanced business decisions. Their platform enables organizations to rapidly process complex data into...
-
TS/SCI Data Scientist
2 weeks ago
Los Angeles, United States Harnham Full timeSENIOR DATA SCIENTIST - REMOTE - MUST HAVE ACTIVE TOP SECURITY CLEARANCETHE COMPANY This advanced analytics company puts AI into use across the enterprise with enhanced analytics as they strive to help enterprises and governments make more intelligent and advanced business decisions. Their platform enables organizations to rapidly process complex data into...
-
Senior Data Scientist
2 weeks ago
Los Angeles, United States Metropolis Full timeJob DescriptionJob DescriptionLocation: Santa Monica, CA, Seattle, WA, or New York City, NY (Hybrid) The CompanyMetropolis develops advanced computer vision and machine learning technology that makes mobile commerce remarkable. Our platform is already deployed in hundreds of mobility facilities and industries with billions in opportunity. We're building...
-
Senior Data Scientist
2 days ago
Los Angeles, United States Metropolis Full timeJob DescriptionJob DescriptionLocation: Santa Monica, CA, Seattle, WA, or New York City, NY (Hybrid) The CompanyMetropolis develops advanced computer vision and machine learning technology that makes mobile commerce remarkable. Our platform is already deployed in hundreds of mobility facilities and industries with billions in opportunity. We're building...
-
Data Scientist, CPG
1 week ago
Los Angeles, United States tlnt Full timeJob DescriptionJob DescriptionTLNT is currently seeking a highly skilled Data Scientist to collaborate closely with clients in the CPG domain. In this role, you will be responsible for delivering valuable insights and fostering business growth. You will take ownership of client analytics projects from start to finish. If this opportunity piques your...
-
Data Scientist, CPG
2 days ago
Los Angeles, United States tlnt Full timeJob DescriptionJob DescriptionTLNT is currently seeking a highly skilled Data Scientist to collaborate closely with clients in the CPG domain. In this role, you will be responsible for delivering valuable insights and fostering business growth. You will take ownership of client analytics projects from start to finish. If this opportunity piques your...
-
Los Angeles, United States Harnham Full timeSENIOR DATA SCIENTIST REMOTE - MUST HAVE ACTIVE SECRET CLEARANCE TO APPLY. THE COMPANY This growing start-up company utilizes its ready-to-use, no-code AI modeling platform to help businesses, mainly those in the DoD space, make better business decisions. Their platform enables various organizations to rapidly process complex data into multi-dimensional...
-
Senior Data Scientist
4 days ago
Los Angeles, United States Tech Holding Full timeJob DescriptionJob DescriptionAbout us:Working at Tech Holding isn't just a job, it's an opportunity to be a part of something bigger. We are a full-service consulting firm that was founded on the premise of delivering predictable outcomes and high-quality solutions to our clients. Our founders and team members have industry experience and have held...
-
Senior Data Scientist
1 day ago
Los Angeles, United States Tech Holding Full timeJob DescriptionJob DescriptionAbout us:Working at Tech Holding isn't just a job, it's an opportunity to be a part of something bigger. We are a full-service consulting firm that was founded on the premise of delivering predictable outcomes and high-quality solutions to our clients. Our founders and team members have industry experience and have held...
-
Computer Scientist
Found in: beBee S US - 2 weeks ago
Los Angeles, United States Department Of The Air Force Full timeSummary Click on "Learn more about this agency" button below to view Eligibilities being considered and other IMPORTANT information. The primary purpose of this position is to perform a variety of duties in the General Engineering field and to complete developmental assignments and...
-
Computer Scientist
Found in: beBee jobs US - 1 week ago
Los Angeles, California, United States Department Of The Air Force Full timeSummary Click on "Learn more about this agency" button below to view Eligibilities being considered and other IMPORTANT information.The primary purpose of this position is to perform a variety of duties in the General Engineering field and to complete developmental assignments and training outlined in the formal training and developmental plan....
-
Scientist - ADME
Found in: beBee S US - 1 week ago
Los Angeles, United States Frontage Full timeWe are looking for a highly motivated Scientist to develop and conduct biochemical and/or cellular assays in the field of in vitro ADME to evaluate potential therapeutics.Prior experience in ADME assays including drug metabolism, drug transporter, CYP450, PPB and measurements of physicochemical properties is required.Proficient knowledge of LC-MS, enzyme...
-
Scientist - ADME
Found in: beBee jobs US - 2 weeks ago
Los Angeles, California, United States Frontage Full timeWe are looking for a highly motivated Scientist to develop and conduct biochemical and/or cellular assays in the field of in vitro ADME to evaluate potential therapeutics.Prior experience in ADME assays including drug metabolism, drug transporter, CYP450, PPB and measurements of physicochemical properties is required.Proficient knowledge of LC-MS, enzyme...
-
Data Analyst, STEM
Found in: beBee S US - 1 week ago
Los Angeles, United States Dart Point Full timeResponsibilities Be our go-to data expert and have a deep understanding of leveraging gold data models and assets to perform strategic analyses that help our company successfully achieve our objectives. Partner with product managers engineers data scientists and business stakeholders to understand each team’s data needs and help evangelize existing...
-
Data Analyst, STEM
Found in: beBee jobs US - 2 weeks ago
Los Angeles, California, United States Dart Point Full timeResponsibilities Be our go-to data expert and have a deep understanding of leveraging gold data models and assets to perform strategic analyses that help our company successfully achieve our objectives. Partner with product managers engineers data scientists and business stakeholders to understand each team's data needs and help evangelize existing gold data...
-
Data Scientist
3 days ago
Los Angeles, United States Higher Good Talent Full timeThe ideal candidate's favorite words are learning, data, scale, and agility. You will leverage your strong collaboration skills and ability to extract valuable insights from highly complex data sets to ask the right questions and find the right answers.Responsibilities Analyze raw data: assessing quality, cleansing, structuring for downstream...
-
Data Scientist
Found in: beBee S US - 1 week ago
Los Angeles, United States Atechstar Full timeQualifications Undergraduate degree in a quantitative field. Experience using Python and relevant libraries. Coursework related to machine learning deep learning and programming. Hands-on application experience using common machine learning libraries and techniques including TensorFlow PyTorch and big data platforms. Demonstrated ability to write...
-
Data Scientist
Found in: beBee S US - 1 week ago
Los Angeles, United States Apollose Full timeResponsibilities Make recommendations regarding the collection extraction and transformation of large data sets. Translate analytical insights into clear recommendations; identify trends and patterns to inform business decisions and product design. Design and develop customized interactive reports and dashboards in Tableau; schedule in Tableau Server. ...
