Associate Data Scientist Resume Sample
Kristina Mueller
1132 Gerhard Motorway,
Boston,
MA
+1 (555) 882 8332
Work Experience
Associate Data Scientist
09/2016
-
PRESENT
Detroit, MI
- Content matter expert in healthcare datasets and business topics to advocate, evangelize and build data-driven products that help our business improve the delivery and efficiency of healthcare
- Work on cross-functional teams to identify and prioritize needs, deficiencies, data, techniques, and insights across a variety of core business areas
- Provide expertise on mathematical, statistical, and computational concepts for presentation and understanding at all levels of the organization in order to help drive the adoption of advanced analytics and data science across the breadth of our organization
- Create and uncover new and interesting data element and structures to inform our core business areas
- Help to transfer advanced and innovative techniques into stabilized deliverables to drive continual business insight
- Transfer advanced and innovative techniques into stabilized deliverables to drive continual business insight
- Collaborate with business leaders to define appropriate opportunities for application of data analytics to transform decision processes
- Generate and test hypothesis that translate business opportunities into appropriate data models
Senior Associate Data Scientist
04/2010
-
05/2016
Chicago, IL
- Collaborate with Information Technology to define paths to implement analytic solutions
- Document business requirements, dependencies and progress by participating in interviews, use case outlines, workshops etc
- Communicate results to clients using developed KPIs and visualization capabilities
- Understanding the features, functions, and capabilities of software platforms to achieve proper business requirements alignment, allowing data to be turned into easy to read visualization for clients to make better informed decisions
- Document dependencies and changes as well as tracking, monitoring and reporting on progress and issue resolution
- Act as a liaison between the development team and business stakeholders and facilitate team interaction
- Assist in leadership communication including progress reports, issue resolution and escalation to management including the creation of deliverables to support communications
- Knowledge of Hadoop framework encouraged
Associate Data Scientist / Pricing Analyst
11/2007
-
01/2010
Boston, MA
- Strong analytical and data manipulation skills, including strong programming experience
- Knowledge of insurance, and of our data and related systems
- Builds effective relationships with business partners
- High comfort level with data manipulation
- Learning and growth mindset
- Experience in at least three of the following six areas: 1) data analysis and relational-style query languages; 2) machine learning and/or statistical modeling; 3) data visualization; 4) a high-level programming language; 5) distributed computing; 6) understanding of healthcare
- Microsoft applications including Access, Excel, Word and Power Point
- Experience in an advanced mathematical, statistical, engineering, physics or related quantitative field. Learning and growth mindset
Education
Heidelberg University
2001 - 2006
Science's Degree in Computer Science
Professional Skills
- Strong analytical and data manipulation skills, including strong software engineering experience
- Demonstrated leadership skills, good communication, and technical writing skills
- Excellent communication skills – comfort in dealing with stakeholders of all levels and providing consultative business advice
- Exceptional coding skills and experience with high-level programming language like Scala, Python, Java for data analysis
- Strong verbal and written communication skills with enrichment of problem solving that happens during back & forth communication
- Absolutely rigorous in data gathering and strong analytical and synthesis skills
- Excellent analytical and problem solving skills with attention to detail and data accuracy
How to write Associate Data Scientist Resume
Associate Data Scientist role is responsible for business, technical, analytical, analysis, interpersonal, programming, java, leadership, software, audience.
To write great resume for associate data scientist job, your resume must include:
- Your contact information
- Work experience
- Education
- Skill listing
Contact Information For Associate Data Scientist Resume
The section contact information is important in your associate data scientist resume. The recruiter has to be able to contact you ASAP if they like to offer you the job. This is why you need to provide your:
- First and last name
- Telephone number
Work Experience in Your Associate Data Scientist Resume
The section work experience is an essential part of your associate data scientist resume. It’s the one thing the recruiter really cares about and pays the most attention to.
This section, however, is not just a list of your previous associate data scientist responsibilities. It's meant to present you as a wholesome candidate by showcasing your relevant accomplishments and should be tailored specifically to the particular associate data scientist position you're applying to.
The work experience section should be the detailed summary of your latest 3 or 4 positions.
Representative Associate Data Scientist resume experience can include:
- Practical ability to visualize data, communicates effectively about data, and utilizes data effectively
- Use critical thinking skills to define and validate ambiguous business objectives and concepts such as customer lifetime value
- Strong written and verbal communication skills, comfortable presenting in front of large audiences
- Excellent statistical skills that are grounded in a thorough understanding of testing and frequentist/Bayesian methodologies
- Strong written & verbal English language communication skills & Cantonese fluency
- Strong written & verbal English, French, German, & Dutch language communication skills
Education on an Associate Data Scientist Resume
Make sure to make education a priority on your associate data scientist resume. If you’ve been working for a few years and have a few solid positions to show, put your education after your associate data scientist experience. For example, if you have a Ph.D in Neuroscience and a Master's in the same sphere, just list your Ph.D. Besides the doctorate, Master’s degrees go next, followed by Bachelor’s and finally, Associate’s degree.
Additional details to include:
- School you graduated from
- Major/ minor
- Year of graduation
- Location of school
These are the four additional pieces of information you should mention when listing your education on your resume.
Professional Skills in Associate Data Scientist Resume
When listing skills on your associate data scientist resume, remember always to be honest about your level of ability. Include the Skills section after experience.
Present the most important skills in your resume, there's a list of typical associate data scientist skills:
- Possesses strong influencing and negotiation skills
- Good skills with imperative programming languages such as Java or C/C++
- Strong presentation, coordination and organizational skills
- Programming Skills developing back-end cloud applications in NodeJS, Go, Python, or Java & Scala
- Solid coding practices including good design documentation, unit testing, and integration testing
- Demonstrated experience in evaluating and implementing new data sources and analytical solutions
List of Typical Experience For an Associate Data Scientist Resume
1
Experience For Senior Associate Data Scientist Resume
- Basic analytical, data mining, data modeling and data management skills, and ability to utilize data to drive strategic business directions
- Skillset using DB SQL's, including knowledge of sub queries, and analytical functions
- Master’s Mathematics, Engineering, Statistics, Economics and 1-3 years of related work experience or equivalent combination of education and experience
- Skills in Scientific Computing: R, Python, C++, Java, Scala
- Strong experience with modeling in R, Python 3.x
- Understand the broad objectives of the project to effectively collaborate and coordinate efforts between Data Solution sub-teams and Abbvie data customers
- Draw conclusions from research/analysis and effectively communicate findings to business and technology leadership and colleagues
- Generate reports with findings and communicate these effectively via written, oral and visual methods
- Strong experience with writing SQL to extract and manipulate data at the source
2
Experience For Employee Success Associate Data Scientist Resume
- Solid foundation in object oriented programming, data structures, and experience with implementing advance algorithms
- Coursework or practical experience with data mining and building algorithms
- Experience using visualization techniques for presenting data and analysis such as Qlik, ShinyR, RMarkdown
- Experience using at least one programming language to move and parse data sets
- Experience with any of the following: Angular, Agile/Scrum, open source technologies, responsive application design, continuous integration using Jenkins
3
Experience For Associate Data Scientist / Pricing Analyst Resume
- Experience with deep learning frameworks such as Tensorflow, Caffe, Torch, etc
- Experience with database systems and big data technologies including MySQL and Hive, Impala, MapReduce beneficial
- Experience with word processing and spreadsheet software is required
- Strong background in statistical and mathematical modeling
- At least one year of experience with mainstream programming languages such as Java, Python, and Scala
- Demonstrate in an on-going and consistent way to our values
- Assist and perform experimental design approaches to validate finding or test hypotheses
- Validate/Verify analysis by comparing appropriate samples
4
Experience For Associate Data Scientist, / II Resume
- Experience in the evaluation of data/data sets work products involving data analysis and research
- Industry experience, working on data-related initiatives
- Perform data cleansing & validation
- Build machine learning algorithms to provide Expedia visitors with highly-relevant custom experiences
- Experience with at least one programming language associated with data analysis (R, Python etc.)
- Experience using descriptive and inferential statistics to analyze and present findings
- Experience working with development toolsets such as Spark, Hadoop, Python, C++, Java, R, H2O, Shiny, Docker, MYSQL, Teradata, NOSQL, etc
- Prepare and build effective visual presentations and analytical dashboards using PowerBI and Tableau to present analytical findings
5
Experience For Associate Data Scientist Manager Resume
- Experience with deploying data science solutions in a live, production environment
- Programming experience in one of the languages like Python/R/Ruby/Perl/Shell/C/Java or equivalents
- Experience with SQL, Python or other programming language
- Experience with at least 2 of the following technologies: SQL, R, Tableau, Hadoop/Hive, Python/NumPy, SAS
- Hands-on experience with querying databases to drive required analysis independently and swiftly
- Experience with scientific computing and large scale data storage
- Experience in data manipulation and cleaning
- Experience using a data science toolkit such as Python or R
6
Experience For Associate Data Scientist Resume
- Good programming practices, ability to write readable and structured code
- Real world experience with Big Data Technology, including Hadoop, MapReduce, Spark is needed
- Experience in Spark Scala/Python and Java coding
- Experience with tools for statistical computing (e.g. tensorflow, NumPy, SciPy)
- Thorough understanding of business process design and experience with a System Development Lifecycle Methodology
- 1 + yrs or good understanding of Big data concepts (Hive, Spark, HDFS, Scala)
7
Experience For Senior Associate Data Scientist Resume
- Work with the business community to validate data extract and methodologies to ensure consistent data usage
- Experience with Python and SQL are highly desired
- Work independently as well as part of a team and build effective relationships
- Seeks further knowledge on key developments within data science, technical skill sets, and additional data sources within WestRock
- 0 – 5 years relevant experience
- Demonstrated expertise with relational and NoSQL databases as well as SQL required
- Support efforts to collect, compile, validate, interpret, and analyze data using standard practices and techniques
- ≥ 1 years of experience as a data scientist/analytical consultant or similar delivery position
- Experience with Unix/Linux system architecture and command line tools
8
Experience For Employee Success Associate Data Scientist Resume
- Operate as subject matter expert on advanced econometric and statistical frameworks
- Industry experience in predictive modeling, data science and analysis
- Experience working with GPUs to develop models
- Experience in development and implementation of technologies
- Demonstrated ability to provide documentation
- Implement effective interpersonal communication
9
Experience For Associate Data Scientist / Pricing Analyst Resume
- Strong background in Mathematics, Statistics, and Computer Science
- Experience with machine learning & artificial intelligence (computer vision, NLP, data science, etc.), ML/DL frameworks (TensorFlow or Theano or Torch)
- Operate in compliance with IT standards, policies, procedures, and best practices
- Software development experience with Java/Scala, Python, C++
- Cloud-based experience with PaaS and IaaS, as well as Cloud-based, agile, development environments
- Establishes and manages effective customer relationships with all business areas
- Ensure testing and validation are components of all analytics solutions
10
Experience For Associate Data Scientist, / II Resume
- PhD/Masters/Bachelors (with good honours) in Computer Science, Statistics, Applied Mathematics, Operations Research, or related disciplines
- Identify and define problems, evaluate alternatives and implement effective solutions
- Business Priority KPIs are defined by Direct Manager. This includes KPIs like Utilisation/Billable %,
- Excellent understanding of statistics and the ability to confidently translate statistical analyses into compelling and actionable recommendations
- Demonstrable experience driving measurable results (monetization, engagement) with digital products across various business models
- Proven ability in predictive analytics and modeling
- Experience with R, Python, or other statistical computing packages
- Development experience with web application systems & technologies such as HTML5, AngularJS, JavaScript, CSS, XML, REST, GIT, and AJAX
- Less than 5 years experience in Data Science field
List of Typical Skills For an Associate Data Scientist Resume
1
Skills For Senior Associate Data Scientist Resume
- Needs to have strong client management and presentation skills, can develop decks from scratch
- Excellent interpersonal skills, self-motivated, dynamic and can-do attitude
- Demonstrated experience and success in working with cross-functional teams (especially IT, sales, services, marketing, finance, and customer support)
- Self-directed, detail & team oriented with highly developed problem solving and analytical skills
- Practical data wrangling skills (SQL, Python, Perl, R)
- Intermediate/Advanced SQL skills and is comfortable operating with relational data models and structure
- Advanced scripting skills in either R, Python, or similar analytical language
- Proactively seek and acquire analytics training, market and product awareness such that skills remain current, relevant and valued
2
Skills For Employee Success Associate Data Scientist Resume
- Experience in Software Testing or related area with relevant experience
- Effectively communicating with the internal teams and external clients
- Prior work experience in Analytics
- Analytical skills in mathematics, statistics and machine learning
- Deepen your skillset working alongside our Director of Strategic Analytics and incredibly talented team
- Combination of deep technical skills and business savvy enough to interface with all levels and disciplines within our customer’s organization
3
Skills For Associate Data Scientist / Pricing Analyst Resume
- Proven experience with clinical and clinical trial data
- Strong statistics education and experience
- Strong experience in data extraction, data manipulation, and data analysis
- Effectively organize and present project objectives and progress. Contribute to technical publications and presentations
- Intermediate skills with NoSQL databases and can interact with large amounts of data stored in a Hadoop environment
4
Skills For Associate Data Scientist, / II Resume
- Educating and mentoring development on data modeling conventions and best practices, leveraging database, big data and predictive analytics experience
- Experience building monitoring and reporting metrics at various hierarchies using PowerBI pulling data from various sources such as Azure and Teradata
- Experience with designing and implementing Natural Language Processing (NLP) solutions including strategy and implementation
- Experience building solutions on public cloud platforms (e.g.: Azure, AWS, GCP) using platform services and integrating with various on-premise systems
- Experience with predictive modeling and applying data mining techniques
- Experience in creating APIs using R and deploying models in Marketo and Salesforce
- Experience developing large scale systems using parallel and distributed computing
- Imaging experience working with high dimensional imaging data in healthcare
- Documented experience building and applying state-of-the-art Convolutional Neural Networks to clinical imaging data
5
Skills For Associate Data Scientist Manager Resume
- Theoretical knowledge and experience applying statistical (or machine learning) models to real-life problems
- Experience tackling vague problems, transforming unframed problems into algorithmic solutions
- Experience architecting and developing highly reliable, fault tolerant distributed applications with focus on performance & scale
- Experience building microservices using Docker or Kubernetes
- Statistical knowledge, including experience with application of statistic to predictive analytics, probabilistic modeling, and unstructured text analysis
- Solid understanding of SQL, Python, other scripting languages, and statistical software packages
- Experience in prototyping and building products at scale
- Experience in collaborative projects using software development best practices such as version control and testing
6
Skills For Associate Data Scientist Resume
- Experience with engineering principles and statistical analysis, including design of experiments
- Experience building and implementing predictive models and other analytical solutions
- Able to provide a GitHub or coding portfolio of prior data science, computer programming and statistical work and projects
- Excellent understanding of statistical and machine learning models
- Experience working with large datasets in a ‘Big Data’ environment, preferably in retail/e-commerce or other customer facing industry
- Experience with machine learning, graph analysis and statistical modeling
7
Skills For Senior Associate Data Scientist Resume
- Real world analytical solution building experience using a CRISP-DM methodology
- Experience using statistical modeling to solve problems
- Past and current experience writing and speaking about complex technical concepts to broad audiences in a simplified format
- Experience in applying Machine Learning, Predictive Analytics, and Classification techniques towards real product and business problems
- Supports larger teams and initiatives by providing analytical expertise and creating effective data products
- Intermediate understanding of software development and collaboration, including experience with tools such as Git
- Experience with Excel, including pivot tables, formulae, VLOOKUP’s, and graphing
8
Skills For Employee Success Associate Data Scientist Resume
- Claims data experience including knowledge of common coding standards: CPT, HCPCS, ICD-10-CM
- Experience working with and cleaning data
- Experience with a real-time, large-scale data processing engine, including Apache Spark
- Experience with designing and developing automated analytic software, models, and algorithms
- Analytic experience and solving complex problems
- The ability to demonstrate leadership in applying analytic techniques to deliver actionable insights from data
- Experience building scalable and automated ETL processes
9
Skills For Associate Data Scientist / Pricing Analyst Resume
- Experience performing statistical and predictive analytics
- Experience with Information Technology OR Data Science/Analytics consulting
- Experience with statistical or scientific computing packages
- Working experience in analytics or other consultancy
- Experience with marketing response models and their applications to media activation, strategy and measurement
- Industry experience in predictive modeling and analysis
10
Skills For Associate Data Scientist, / II Resume
- Experience working in a scientific research environment
- Experience with programming languages (Python, JAVA, C#, R)
- Strong knowledge of core computer science principles including algorithms, data structures, and design methodologies
- Experience in a Biotech / Pharma Process Development and/or Manufacturing Support role
- One to two years’ experience working with data in either a corporate or an academic environment. Recent graduates are encouraged to apply
- Experience programming in Python and/or R
- Experience working in Big Data Platform
- Experience understanding business problems and structure analytical approaches to solve them
- Hands-on experience in large-scale analysis of various data types, statistics and machine learning
List of Typical Responsibilities For an Associate Data Scientist Resume
1
Responsibilities For Senior Associate Data Scientist Resume
- Demonstrated strong collaboration skills and excellent communication skills
- Experience in statistical data mining and application ideally related to the energy industry or equivalent related experience
- Experience with real data; analytics application development, systems optimization, and behavior/predictive analysis experience
- Additional Knowledge, Skills, and/or Abilities
- Experience with data (database) administration including designing, implementing, and populating database tables that support Data Sciences team projects
2
Responsibilities For Employee Success Associate Data Scientist Resume
- Experience with SQL, R, statistical analyses and machine learning algorithms
- Experience in NLP, sparklyr or sparkR, rsparkling, H2O, Git, Docker
- Industry experience in predictive modeling, data science and analysis
- Build learning loops in which user experiences generate insights used to drive growth and engagement across different platforms
- Demonstrate ability to work with minimal direction, with the ability to coordinate complex activities
- Communicate complex data science solutions, concepts, and analyses in a clear and effective manner to team members and business leaders
- Knowledge of Perl, Python or Ruby; experience with Java, C or C++
- Experience with data systems such as Hadoop, Hive, and MySQL
3
Responsibilities For Associate Data Scientist / Pricing Analyst Resume
- Experience with data visualization technologies such as d3 and Tableau
- Related work experience is ideal
- Experience with "Big Data" environments (Hadoop and related technologies)
- Comfort and agility with changes in business priorities
- Experience in Information Technology
- SAS BI Tools experience with Enterprise Guide
4
Responsibilities For Associate Data Scientist, / II Resume
- Data management experience with one or more data analysis packages (e.g. SPSS, SAS, STATA, R) required
- Professional work experience wihth R, Python, or similar
- Demonstrated entrepreneurial mindset and self-direction, ability to teach others and willingness to learn new techniques
- Proven ability to translate and communicate complex study design and findings to diverse audiences
- Experience with DICOM data format
- Proactively work with senior associates to improve knowledge and skill level in data science and take steps to understand the business better
- Good knowledge of at least one of the following programming languages or equivalents: Python, Scala, R
5
Responsibilities For Associate Data Scientist Manager Resume
- Experience of building models using a range of analytical tools, e.g. Python, R
- Experience with, a range of statistical learning techniques
- Work collaboratively with team and business and build strong relationships with peers and cross functionally team to enable higher performance
- Experience with system/network administrations and security operations
- Experience with data visualization libraries like D3 or Gephi
- Experience or coursework with descriptive and inferential statistical concepts
6
Responsibilities For Associate Data Scientist Resume
- Experience with commercial optimization software (i.e., CPLEX, Xpress, Gurobi etc)
- Experience with cloud based delivery models and technology platforms (AWS, RESTful, Hadoop etc)
- Managing and improving complex computational systems for processing and scoring data
- Processing large data sets and providing quality checks and analysis following established best practices with limited guidance
- Developing applications to implement solutions in the areas of Forecasting, Pricing Operations/Optimization, and Customer Segmentation
- Forecasting (e.g. data engineering, statistical modelling),
- Performing analytical and technical investigations in support of customer and production related issues; making initial recommendations for resolution
- Developing and improving tools for investigative and analytics workflows
7
Responsibilities For Senior Associate Data Scientist Resume
- Documenting the types and structure of the business data (logical modeling) and lineage
- Developing and reviewing design specifications for software applications
- Developing and maintaining software to support the business processes
- Understanding of data structures, data types, and system thinking concepts
- Conducting data experiments to verify assumptions and hypotheses
- Scoring and analysis of customer data and presentation of the results
- Working with technical and business personnel to ensure successful outcomes for customers
- Providing status reports where required
- Understanding of statistics as applied to data
8
Responsibilities For Employee Success Associate Data Scientist Resume
- Pricing (e.g. data analysis, stochastic optimisation, inventory control, revenue management),
- Developing test strategies for SAP projects highly desirable
- Developing a full understanding of our customers' challenges and need for data, in addition to our own internal needs
- Developing segmentation, outcome modeling, experimental design and decision analysis
- Building learning algorithms to analyze data
- Working knowledge in common data visualization and BI tools (Datorama, Tableau or Rshiney)
- Developing best-in-class predictive and prescriptive models and decisions tools to address business needs
- Project Internship or 1 + yrs of data modeling/Statistical modeling and understanding of machine learning techniques and algorithms
- Comfort with reading, understanding, and implementing machine learning research papers
9
Responsibilities For Associate Data Scientist / Pricing Analyst Resume
- Support computer modeling or simple to moderately complex forecasting using standard software packages
- Begin presenting complex modeling to decision-makers that maximizes knowledge transfer and bottom-line impact of modeling results
- Drive discovery of new opportunities in analytics, introducing new and vetting current methodologies on an ongoing basis
- Familiarity with scripting prototyping/scripting languages, e.g., Python
- Expertise in many of the following: Mathematical modeling, simulation, decision analysis, stochastic models, system dynamics and forecasting
10
Responsibilities For Associate Data Scientist, / II Resume
- Develop systems for maintaining and checking the accuracy of data for assigned projects
- Comfortable with solution-focused problem solving and thinking through problems creatively
- Assist in developing machine learning models for deployment in our products
- Under direction of more senior resources, conducts cleaning, staging and basic analysis of data
- Establish links across existing data sources and find new, interesting data correlations
- Rapidly develop proof-of-concept machine learning models using open source algorithms
- Help grow a multichannel advertising technology capability by leveraging internal and external datasets to expand our reach within and across platforms
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