Data Science Manager, Mid-Level

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Job Summary:

Blend is seeking a versatile Data Scientist with experience in ML Ops and data engineering. This role will drive advanced analytics solutions by collaborating with internal practice leaders and client stakeholders to translate complex business challenges into actionable Data Science solutions.

Responsibilities:

• Collaborate with practice leaders and client teams to understand business problems, industry context, data sources, constraints, and risks.

• Translate complex business challenges into actionable Data Science solutions, proposing multiple analytical approaches with pros and cons.

• Gather stakeholder feedback, gain alignment on methods, deliverables, and roadmaps.

• Skills to lead and manage large size projects that involve cross discipline team members and 3+ months project duration

• Create and maintain robust data pipelines, integrating internal and external data sources using tools like SQL, Spark, and cloud big data platforms (AWS, Azure, or GCP).

• Assemble and transform large, complex datasets to meet functional business and modeling requirements.

• Conduct data cleaning, quality control (QC), and diagnostic analysis to assess data integrity.

• Perform exploratory data analysis (EDA), A/B Test, data mining, and statistical modeling to extract actionable insights.

• Summarize data characteristics and identify potential data issues for stakeholders and decision-makers.

• Contribute to written and visual documentation of insights, models, and analytical findings.

• Has experience on building predictive models in business applications, Understand modern machine learning algorithms and best practices.

• Familiarie with model algorithm version control tools such as Git & GitHub/GitLab:, model deployment & cloud MLOps tools such as Docker, SageMaker, Azure ML.

Qualifications:

Required:

• 5+ years of hands-on experience in Data Science, including model building and ML Ops

• Proficiency in Python, SQL, and tools like Pandas, Scikit-learn, NLTK/spaCy, and Spark

• Familiarity with digital marketing ecosystem (e.g., clickstream analytics) and recommendation systems

• Experience deploying models via APIs or integrating them into batch processing pipelines

• Working knowledge of cloud data platforms (e.g., AWS S3, Redshift, GCP, Azure)

• Ability to manage data pipelines and ETL processes with a solid understanding of data engineering best practices

• Strong communication and collaboration skills, including experience engaging directly with clients

Preferred:

• Exposure to ML Ops tools such as MLflow, Kubeflow, or SageMaker

• Experience working in Agile environments with cross-functional teams

Company:

Blend is a premier AI services provider, committed to co-creating meaningful impact for its clients through the power of data science, AI, technology, and people. Founded in 2016, the company is headquartered in Columbia, Maryland, USA, with a team of employees. The company is currently Late Stage. Blend has a track record of offering H1B sponsorships.

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Industries

  Software Development

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Inferred from the description for this job

Medical insurance

Vision insurance

401(k)

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