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Bloomberg · 12 hours ago

Senior Data Management Professional - Data Annotation Operations and Quality

Montgomery, NJ

Full-time

Onsite

Mid, Senior Level

$110K/yr - $190K/yr

4+ years exp

Bloomberg is a company that runs on data, delivering powerful information and analytics through innovative technology. They are seeking a Senior Data Management Professional to provide subject matter expertise in financial concepts and annotation program management, focusing on the development of AI products and enhancing data quality and consistency for machine learning models.

AnalyticsBusiness Information SystemsFinancial ServicesInformation ServicesNews

Comp. & Benefits

H1B Sponsor Likely

Responsibilities

Own the end-to-end Annotation Lifecycle, from schema development to annotation execution, with an eye toward ML performance and product utility

Apply problem-solving and critical thinking, with a focus on innovation and continuous improvement to our news classification taggers

Design and manage annotation programs for news enrichments

Develop scalable strategies for topic and entity classification, tailored for NLP enrichments across news products

Shape and evolve schematic structures and data models that serve as the foundation for annotation quality and reuse

Incorporate machine learning and statistics to detect anomalies and drive quality improvement in areas such as accuracy, completeness, consistency, and reliability

Collaborate with AI engineers and product stakeholders to align annotation efforts with model requirements and product goals

Drive quality and consistency across annotation processes by developing clear guidelines, validation metrics, and governance frameworks

Leverage insights and analytics to iterate on annotation strategies and measure downstream model and product impact

Lead efforts to improve annotation throughput, coverage, and enrichment scope by identifying automation and optimization opportunities

Stay current on trends in search technologies, summarization architectures, and best practices for building reliable training datasets in these domains

Serve as a domain expert in data structuring, labeling, and ML data design within communications-focused NLP use cases

Qualification

Data annotation programsData management conceptsMachine learning pipelinesNatural Language ProcessingData modelingData visualization toolsProject managementPythonSQLJavascriptHTMLData governance certificationEffective communicationCritical thinking

Required

4+ years of professional work experience

Proven experience with development of data annotation programs and human-in-the-loop processes for AI/ML products

Proven experience in data management concepts such as data quality, data modeling, and data engineering

Familiarity with search infrastructure, classification and summarization models, and how data influences relevance ranking and response generation

Demonstrated ability to design, scale, and govern data pipelines that support high-impact ML model training and evaluation

Extensive experience in communicating and coordinating with internal and external partners while leading large-scale projects

Experience customizing or developing annotations interfaces

Experience using data visualization tools such as Tableau, Qliksense, or PowerBI

Customer-focused approach and the ability to interact with a diverse range of clients

Effective project management skills and ability to prioritize tasks accordingly

Proficiency in discussing technical concepts and experience with evaluating trade-offs in design with Engineering, Product, and broader data annotation team

Proven ability to take a logical approach and apply critical thinking skills in order to tackle problems

Preferred

Knowledge of Python, SQL, and common ML/NLP tooling

Experience working with annotation tools or platforms (e.g., Prodigy, Labelbox, Snorkel, etc.)

Experience using native language skills to capture various forms of linguistic expression with high accuracy

Experience with sophisticated data annotation initiatives at significant scale

Background in information retrieval, semantic search, or abstractive summarization

Familiarity with model lifecycle practices (training, fine-tuning, evaluation)

Experience customizing or developing annotation interfaces using Javascript or HTML

Certification in data governance (e.g., DAMA CDMP, DCAM)

Benefits

Merit increases

Incentive compensation (exempt roles only)

Paid holidays

Paid time off

Medical

Dental

Vision

Short and long term disability benefits

401(k) +match

Life insurance

Various wellness programs

Company

Bloomberg

Glassdoor4.1

Bloomberg provides news, data, analytics, and communication services for the global business and financial world.

Founded in 1981

New York, New York, USA

10001+ employees

http://www.bloomberg.com

H1B Sponsorship

Bloomberg 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

2025 (369)

2024 (382)

2023 (363)

2022 (426)

2021 (442)

2020 (588)