Mars United Commerce · 2 days ago
Data Scientist
Mars United Commerce is a global commerce marketing practice that focuses on enhancing business performance through technology and intelligence. The Data Scientist will develop data science and AI solutions, collaborating with various teams to ensure data quality and actionable insights, and optimizing machine learning models to solve client problems.
AdvertisingMarketing
Responsibilities
Collaborate with stakeholders to understand business requirements and translate them into actionable data science projects
Work closely with cross-functional teams, including analysts, product managers, and domain experts, to understand business requirements, formulate problem statements, and deliver relevant data science solutions
Develop and optimize machine learning models by processing, analyzing and extracting data from varying internal and external data sources
Develop supervised, unsupervised, and semi-supervised machine learning models using state-of-the-art techniques to solve client problems
Own and manage complex ETL pipelines to clean, preprocess, and transform large datasets
Identify and engineer relevant features to enhance model performance and accuracy
Design and implement robust evaluation metrics and frameworks to assess and monitor the performance of machine learning models
Communicate findings and recommendations through comprehensive reports and engaging presentations
Support wider agency initiatives
Show up - be accountable, take responsibility, and get back up when you are down
Make stuff
Share so others can see what’s happening
Qualification
Required
A Bachelors'/Master's degree in Mathematics, Statistics, Data Analytics, Computer Science, or a directly related field
1+ years of industry experience in a data science/data analysis/statistical analyst role
Comfortable in manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources using Python/R libraries and SQL
Familiarity with relational, SQL, and NoSQL databases
Strong communication skills to effectively convey complex findings to non-technical stakeholders
Collaborative mindset to work seamlessly with creative, strategic, and client-facing teams
Critical thinking to analyze data and derive meaningful insights
Ensure the accuracy and reliability of data through rigorous QA processes
Validate model outputs to ensure they meet business requirements
Conduct unit tests and validation checks on data and models
Perform A/B testing to evaluate model performance and impact
Document all data analysis and modeling processes
Maintain comprehensive records of data sources, methodologies, and results
Ensure compliance with data governance and security policies
Preferred
Databricks experience is a big plus point
Knowledge of statistical analysis tools such as R is a plus
Knowledge of scripting in SQL and Python using OOP concepts
Experience with PowerBI or Tableau
Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and big data technologies
Experience in DevOps or MLOps is a plus
Experience with DS or ML frameworks and libraries (e.g., Spark, TensorFlow, PyTorch) is a plus
Experience in the marketing domain is preferred
Benefits
Medical coverage
Dental
Vision
Disability
401K
Parental and family care leave
Family forming assistance
Tuition reimbursement
Flexible time off
Company
Mars United Commerce
Mars United℠ Commerce is a global commerce marketing practice that aligns people, technology, and intelligence to make the business of our clients better today than it was yesterday.
H1B Sponsorship
Mars United Commerce 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
Represents job field similar to this job
Trends of Total Sponsorships
2020 (1)
Funding
Current Stage
Late StageTotal Funding
unknown2021-05-17Acquired
Recent News
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