Associate Data Scientist Job Description
Associate data scientist
provides programming support to data science projects and tasks that may include data visualization, predictive analytics, machine learning, and natural language processing.
Associate Data Scientist Duties & Responsibilities
To write an effective associate data scientist job description, begin by listing detailed duties, responsibilities and expectations. We have included associate data scientist job description templates that you can modify and use.
Sample responsibilities for this position include:
Develop statistical predictive models using data mining techniques (including linear and logistic regression, neural networks, decision trees, experimental design) testing, implementation, scoring and monitoring
Design and develop big data applications for implementing predictive analytics and machine learning algorithms, with the goal of discovering valuable insights from available data
Provide consulting services in our areas of expertise (data science / machine learning, operations analysis and improvements)
Develop recommendation engines or automated lead scoring systems to drive our prospect management strategy and marketing segmentation, utilizing machine learning techniques
Work with statistical programming language, like R or Python, and database querying language like PL/SQL
Determine and perform appropriate exploratory analysis such as data mining, empirical data analysis, univariate analysis, partitioning analysis
Deploy models into Production
Develop and test multiple hypotheses
Must be able to interpret and consolidate large amounts of information into actionable recommendations
Communicate the results and their implications to the business stakeholders
Associate Data Scientist Qualifications
Qualifications for a job description may include education, certification, and experience.
Licensing or Certifications for Associate Data Scientist
List any licenses or certifications required by the position: SAS, OS, CISSP, II, IASAE, CAP
Education for Associate Data Scientist
Typically a job would require a certain level of education.
Employers hiring for the associate data scientist job most commonly would prefer for their future employee to have a relevant degree such as Bachelor's and Master's Degree in Statistics, Computer Science, Mathematics, Engineering, Science, Economics, Physics, Math, Business, Education
Skills for Associate Data Scientist
Desired skills for associate data scientist include:
Data mining
Information retrieval
Statistical modeling
Data visualization
Statistics
Machine learning
Operations research
Econometrics
Natural language processing
Python
Desired experience for associate data scientist includes:
Support the development and integration of new data sources, recommending best practices and testing the value of new data
Understand available data, including both in structured and unstructured formats, and recommend effective ways for storage and analytical processing
Proactively develops and builds awareness of leading edge analytical techniques and identifies opportunities to develop and implement within the business to gain a competitive advantage
Ability to work independently in a team, while fostering consensus in a complex, demanding and fast-paced environment
Advanced mathematical techniques for mining/analysing data
Customer/Loyalty analysis
Associate Data Scientist Examples
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Associate Data Scientist Job Description
Job Description Example
Our company is growing rapidly and is searching for experienced candidates for the position of associate data scientist. If you are looking for an exciting place to work, please take a look at the list of qualifications below.
Responsibilities for associate data scientist
- With relevant guidance, designs experiments to test hypothesis and/or validate findings
- Conducts advanced data analysis and utilizes/develops appropriate algorithms to discover patterns and associations
- Effectively communicates findings and methodological approaches
- Applies advanced statistical and predictive modeling techniques to build, maintain, and improve decision support tools
- Supports ongoing improvements to methods and algorithms that have significant impact on business
- Provides organization with necessary insights both from an IT and a business perspective in order to build appreciation for the quantitative tools and analyses and to drive organizational buy in
- Apply complex analytical techniques
- Design and implement ML applications
- Utilizing a combination of business focus, strong analytical and problem solving skills and programming knowledge, drive new innovations and data exploration in the ADM environment
- Work with structured data and drive innovation in unstructured data architecture and analysis
Qualifications for associate data scientist
- Retail, ecommerce or the fashion industry
- Online marketing analytics and activation
- Personalisation algorithms
- Experience with NOSQL and cloud-based databases
- Mathematical or scientific degree
- Have a strong passion to understand how things work and to make them work better
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Associate Data Scientist Job Description
Job Description Example
Our company is growing rapidly and is hiring for an associate data scientist. Please review the list of responsibilities and qualifications. While this is our ideal list, we will consider candidates that do not necessarily have all of the qualifications, but have sufficient experience and talent.
Responsibilities for associate data scientist
- Identify what data is available and relevant, including internal and external data sources, leveraging new data collection processes such as social media and web analytics
- Drive client engagements focused on Big Data and advanced business analytics, in diverse domains such as risk management, product development, marketing research, supply chain, public policy
- Manage and apply knowledge resources in ontologies and knowledge graphs to support existing solutions and build reasoning and inference capabilities into prototype solutions
- Develop internal and external eminence and intellectual property, support client facing activities and influencing customer facing groups including senior executives, sales, marketing and product development to successfully define, develop, and launch new cognitive products
- Provide guidance to software engineers to implement and productize the models and algorithms, engage in project specific activities as part of product development, perform cognitive research and development (R&D) work, develop tools and assets to support advanced cognitive development tasks
- Establish and systematically performs processes to assess and validate data accuracy
- Ascertain and execute plans to build, implement and maintain predictive models using available tools and programming languages
- Design, development and deliver analytical solution on enterprise level data
- Understand complex bank problems and work with senior data scientists to address modeling needs
- Day to day, you will be working on algorithms and models through the design, prototyping, implementation and revisions
Qualifications for associate data scientist
- Be a very strong problem solver
- Be able to absorb a high volume of knowledge and data quickly
- Enjoy a fast-paced, high-intensity, cross-functional environment
- Graduate degree (MS, PhD) in mathematics, computer science, physical sciences or other quantitative discipline
- Motivated by solving problems based on customer feedback
- At least a Master's Degree OR a Bachelor's Degree and a minimum of 5 years of experience
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Associate Data Scientist Job Description
Job Description Example
Our growing company is looking to fill the role of associate data scientist. Please review the list of responsibilities and qualifications. While this is our ideal list, we will consider candidates that do not necessarily have all of the qualifications, but have sufficient experience and talent.
Responsibilities for associate data scientist
- Gather, extract, manipulate, analyze and model data using analytical and statistical tools
- Ability to accurately report findings in a manner which enables leadership to make informed decisions
- Develop reporting strategies
- Assist with training and mentoring other Business and Data Analysts
- Interact with stakeholders to gather information regarding structure, policies, and systems needs in order to recommend reporting solutions that enable the organizations to achieve their goals
- Coordinate meetings with stakeholders to define business requirements for new applications, reports and enhancements to existing products
- Translate technical information into a non-technical representation
- Document data flow, systems and interdepartmental processes
- Analyze business performance, identify hypotheses to evaluate and prioritize business opportunities and translate into modeling requirements
- Gathering, examining and analyzing large sets of data
Qualifications for associate data scientist
- Master's degree, training in mathematics, statistics, or computer science or related fields
- Strong programming skills (such as Hadoop or other big data frameworks), statistical modeling (like SAS or R)
- Proficiency in the use of statistical packages
- Some industry/business knowledge
- Familiarity with administrative healthcare data, including Medicare/Medicaid
- Exposure/familiarity with SAS Enterprise Miner
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Associate Data Scientist Job Description
Job Description Example
Our innovative and growing company is looking to fill the role of associate data scientist. If you are looking for an exciting place to work, please take a look at the list of qualifications below.
Responsibilities for associate data scientist
- Contributing to the development predictive analytics and visualization tools to continually deliver new insights and analytics products to our customers
- Analyzing and evaluating model performance definitions, sampling approaches and segmentation alternatives
- Translating business needs into data models and predictive analytics
- Understand business problems and structure analytical approaches to solve them
- Prepare data sets (internal and external, structured and unstructured) needed to test hypotheses and build models
- Generate distinctive risk insights that deliver improved business results
- Build and implement predictive models and other analytical solutions
- Monitor performance of models in production and help assess their business impact
- Work with end users and maintain collaborative relationships throughout the organization
- Commit to continuous education and personal development by sharing technical knowledge with team members and business partners
Qualifications for associate data scientist
- Experience with methods traditionally used in observational research such as causal inference methods, multivariate statistical modeling
- Keen desire to solve business problems, and to find patterns and insights within structured and unstructured data
- Experience with BI tools such as Tableau
- Having a good understanding of relational databases, warehouse design and architecture principles
- Familiarity with big data frameworks (e.g., such as Hadoop, Hive, Spark)
- Strong foundation in statistical, mathematical, predictive modeling business strategy skills to build the algorithms necessary to ask the right questions and find effective answers
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Associate Data Scientist Job Description
Job Description Example
Our growing company is hiring for an associate data scientist. Please review the list of responsibilities and qualifications. While this is our ideal list, we will consider candidates that do not necessarily have all of the qualifications, but have sufficient experience and talent.
Responsibilities for associate data scientist
- Works with project development teams and key business users to gather requirements, translate functional specifications into technical specifications to ensure a comprehensive design of the solution and ongoing customer support
- Leverage Data centric tools to build data lineage, Meta data documentation on data to enhance the power of data analytics
- Develops business intelligence solutions that help end users access and analyze data in a data warehouse, data mart, or operational systems
- Develops and maintains technical specifications, high-level designs and end user documentation of assigned projects and analysis
- Support and assist internal audit teams in providing operational data and customer centric data metrics for the respective area audits
- Work with Business Intelligence reporting group to assist in ad hoc and control reports
- Work with client representatives, project team members and end-users to identify process improvement opportunities lead the definition of future requirements for implementation, training and post-implementation monitoring
- Assist in the execution of feasibility studies to assess cost/benefit, efficiency and technical viability of solutions to business problems
- Function as a liaison to business partners in the effort of developing detailed business requirements when senior level analysis is required
- Expertise in running multiple concurrent projects based on requirements
Qualifications for associate data scientist
- Able to create examples, prototypes, demonstrations to help management better understand the work
- Proficiency at planning and setting meaningful objectives to meet office goals
- Excellent understanding of machine learning techniques and algorithms, such as Support Vector Machine, Neural networks and Decision Tree modelling, ARIMA(x), Random Forests
- Experience with data visualisation tools, such as D3.js, GGplot, Shiny, matplotlib
- Experience in statistical programming languages (R, Python, SAS, SPSS)
- Employer conducts criminal record and employment verification background check