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AlixPartners · 5 days ago
Data Science/Machine Learning Director
United States
Full-time
Hybrid
Director
$180K/yr - $400K/yr
10+ years exp
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Responsibilities
Selecting features, building and optimizing classifiers using machine learning techniques
Execute machine learning projects using state-of-the-art methods
Extending company’s data with third party sources of information when needed
Creating automated anomaly detection systems and constant tracking of its performance
Experience with common data science toolkits, such as Python, PySpark, R. Excellence in at least one of these is highly desirable
Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.
Collect data from a wide variety of corporate databases, including various SQL databases -Microsoft, Redshift, Teradata, Oracle, Netezza, etc.-, Access, Excel, plain or formatted text files, OLAP cubes –Microsoft, Oracle-, and no-SQL databases
Parse data out of poorly structured XML and invalid HTML documents
Use regular expressions to extract information from un-structured text documents
Deal with missing data through multiple-imputation or the use of advanced models
Automate boring tasks with scripts
Build effective, reliable, and robust ETL processes that govern the data ingestion flow
Design database models, consistent table structures, and advanced dimensional schemas that carry out data quality and consistency standards
Apply modeling approaches, business intelligence patterns, and data management techniques
Demonstrate advanced SQL skills, such as CTEs and window functions, to work with extensive amounts of data at various aggregation levels
Review and analyze legacy code/scripts to understand data processing logic and business rules
Ability to apply statistical learning languages to build predictive models that enrich, expand, and allow deeper understanding of data analyses and solutions
Use interactive data visualization tools, such as Tableau and Power BI to present results in a compelling manner
Ability to tell a convincing story to C-level executives using visual charts and dashboards
Present complicated technical findings to a non-technical audience
Qualification
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Required
Bachelor’s degree with concentration in Computer Science, Engineering or another quantitative field
10+ years of applicable professional experience
Data-oriented personality
Ability to synthesize the requests received from team members at client sites
Desire to actively engage in geographically dispersed teams
Capability to be a creative, innovative problem solver - but using simple ideas
Knowledge of any of the following languages: Python, JavaScript, C#, or similar plus familiarity with at least one ETL tool (such as Alteryx, KNIME, SSIS, Pentaho, or DataStage)
Motivated to discover and learn new analytical techniques and software tools to improve the quality of our work
Strong verbal and written communication skills in English. Proficiency in other languages is a plus
Ability and willingness to work long hours and travel if necessary, to meet client demands
Ability to work full-time in an office and remote environment; physically able to sit/stand at a computer and work in front of a computer screen for significant portions of the workday
Willingness to work outside of normal U.S. business hours, and in particular as unique projects/needs arise
Must become familiar with, and promote and abide by, our Core Values as defined by the AlixPartners’ Code of Conduct and foster an inclusive environment with people at all levels of an organization
Preferred
Some knowledge in Azure, AWS or GCP is desired
Benefits
Health Insurance
Vision Insurance
Dental Insurance
Disability Insurance
401K
Tuition Reimbursement
Identity Theft Protection
Mental Wellness Support
Paid Leave Policy
Vacation/Personal Time
Sick Time
Parental Leave
Twelve Holidays
Company
AlixPartners
For more than forty years, AlixPartners has helped businesses around the world respond quickly and decisively to their most critical challenges – circumstances as diverse as urgent performance improvement, accelerated transformation, complex restructuring and risk mitigation.
1,001-5,000 employees
H1B Sponsorship
AlixPartners has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (74)
2022 (83)
2021 (74)
2020 (69)
Funding
Current Stage
Late StageTotal Funding
unknown2012-06-29Acquired· by CVC Capital Partners
Leadership Team
Simon Freakley
CEO
Alexandre Marian
Managing Director
Recent News
BOSS Magazine
2024-04-26
Company data provided by crunchbase
