Decision Scientist Cover Letter

I submit this application to express my sincere interest in the decision scientist position.

In my previous role, I was responsible for subject matter expertise of Consumer Science principles to new product development and cross-functional project teams, including providing guidance and recommendations of the appropriate use of descriptive, discrimination and acceptability methods to support and drive successful outcomes.

Please consider my experience and qualifications for this position:

• Minimum of intermediate SQL/SAS programming experience
• Experience in developing predictive models like logistic regression, decision tree etc and machine learning techniques
• Experience working in NoSQL environments is desirable
• Deep knowledge of statistical and machine learning algorithms such as regression, decision trees, neural networks, clustering, collaborative filtering, survival analysis
• Extensive experience using SQL, Bash scripting, analytic programming language like R/Python
• Experience working with optimizer solver tools like LLamasoft, Gurobi
• Experience working with NoSQL data environments and tools such as Hadoop, Spark, DynamoDB will be preferred
• Knowledge and experience working with cloud computing solutions such as AWS, Azure and visualization tools like Tableau, Shiny, d3.js

I would like to submit my application for the decision scientist opening. Please accept this letter and the attached resume.

Previously, I was responsible for technical assessments based on statistics, data analysis and process knowledge, document findings and communicate to help partners understand and interpret results and recommendations;.

Please consider my experience and qualifications for this position:

• Familiarity with SQL, Scala, Python, or Java
• Experience with Information Retrieval, Recommender Systems, Mathematical Optimization, Control Theory, Time-Series Analysis
• Preferred experience with at least one of the following NLP/NLU, Graph Theory, Neural Networks (RNNs/CNNs)
• PhD in Artificial Intelligence/Natural Language Processing/Computational Linguistics area
• Human conversation/Chat-bot related projects/research papers in reputed publication
• Information Retrieval related projects/research papers in reputed publication
• Logico-Linguistic modelling
• Good in designing language models (involves all steps of development - data collection too)

I would like to submit my application for the decision scientist opening. Please accept this letter and the attached resume.

In my previous role, I was responsible for analytic support (code documentation, data transformations, algorithms, etc.) to implement rules and model insights / recommendations into business processes.

Please consider my experience and qualifications for this position:

• High proficiency with digital analytics platforms (Google Analytics, Adobe Analytics)
• Work experience (or equivalent coursework) in data analytics, machine learning, statistics especially Bayesian techniques
• Experience with Python and SQL strongly preferred
• PhD in Machine Learning, Robotics or Control (preferably with relation to Reinforcement Learning) and excellent publication record
• Broad knowledge of machine learning and decision making algorithms and principles
• Proven programming skills, in particular C++, Python and Matlab
• Able to extract data from data warehouses
• Able to communicate technical details to non-technical stakeholders

I submit this application to express my sincere interest in the decision scientist position.

In my previous role, I was responsible for technical assessments based on statistics, data analysis and process knowledge, documents findings and communicates to help partners understand and interpret results and recommendations;.

I reviewed the requirements of the job opening and I believe my candidacy is an excellent fit for this position. Some of the key requirements that I have extensive experience with include:

• Experienced in building relationships with internal stakeholders
• Comfortable speaking with all levels of management
• Proven experience in Data Visualization and being able to tell a story
• Solid knowledge of statistical analysis methodologies and experimental design, particularly in meta-analysis and bayesian methodologies
• Solid knowledge of statistical and data processing software SAS and/or R
• Good understanding of worldwide regulatory requirements and clinical trial expertise from phase I to V
• Demonstrate strong interest in statistical research activities and in application of novel methods to clinical trial development and clinical safety evaluation
• Fluency in programming

In response to your job posting for decision scientist, I am including this letter and my resume for your review.

Previously, I was responsible for drug product formulation and process expertise to support R&D and Supply Chain projects in development as well as to marketed products.

I reviewed the requirements of the job opening and I believe my candidacy is an excellent fit for this position. Some of the key requirements that I have extensive experience with include:

• Good understanding of AI based search and planning algorithms
• Good understanding of DBMS, Relational Algebra, Symbolic Logic, Predicate Logic
• Good grasp in Statistics, Probabilistic Graphical Model and Deep learning
• Design of complex data structures such as knowledge graph optimal for use in real/near-real time
• Experience in reinforcement learning and online learning
• Strong programming background for industry like Python (with expertise in scipy, numpy, pandas )
• Knowledge of ML Frameworks (Tensorflow, PyTorch )
• Working knowledge of visualization tools