Full-Time

Director – Data Science

Confirmed live in the last 24 hours

Harmonia

Harmonia

201-500 employees

Provides IT solutions for federal agencies

Government & Public Sector
Enterprise Software
Social Impact
Cybersecurity

Senior

McLean, VA, USA

Hybrid position with some office requirements in McLean, VA.

Category
Data Science
Data Engineering
Data & Analytics
Required Skills
Agile
Python
Data Science
SQL
Java
Docker
Tableau
Natural Language Processing (NLP)
Databricks
Requirements
  • Master’s degree in Data Science or related field (or equivalent) with 7+ years of experience in data science, AI, and digital transformation.
  • Extensive experience with AI and cloud data analytics tools (e.g., AWS Sagemaker, Azure AI Services) and proficiency in a broad tech stack, including Python, Java, SQL Databases, Databricks, and Docker.
  • Proven track record in building and implementing AI/ML models to automate complex processes, perform advanced prediction, and support digital transformation.
  • Expertise in managing the full MLOps lifecycle, from model development to deployment, monitoring, and optimization.
  • Strong background in data engineering, cloud services, and developing custom models for varied use cases, including lead scoring, targeted segmentation, and A/B testing.
  • Exceptional verbal and written communication skills to present complex information to diverse stakeholders, promoting a collaborative approach to AI/ML adoption.
  • Ability to obtain and maintain a Public Trust clearance.
Responsibilities
  • Lead digital transformation initiatives, applying expertise in generative AI, NLP, and ML to build human-centered data solutions across various sectors.
  • Oversee the entire MLOps lifecycle, including use case identification, data preprocessing, algorithm design, model implementation, and continuous monitoring.
  • Work with LOBs, subject matter experts, and stakeholders to understand data-specific needs and identify opportunities to implement AI/ML solutions that align with business goals.
  • Develop and implement predictive models using advanced AI and ML techniques, focusing on automation, decision-making insights, and advanced forecasting for complex problem-solving.
  • Utilize a comprehensive tech stack, including Python, Java, SQL Databases, Databricks, Docker, Azure, and AWS, to develop scalable data engineering solutions and manage cloud data analytics tools.
  • Build complex AI systems using a wide array of algorithms (e.g., linear and logistic regression, time series forecasting, decision trees). Lead the automation of document processes and pattern recognition using ML/NLP.
  • Analyze legacy data systems and develop strategies for data transformation, migration mapping, and optimization to ensure seamless integration with modern data environments.
  • Create and maintain in-depth technical documentation, including data transformation workflows, migration mapping logic, and data analysis methodologies to support AI/ML model implementation.
  • Translate complex analytical models into rich data visualizations (e.g., Tableau) for non-technical audiences, providing insights that drive informed decision-making.
  • Actively participate in Agile processes, including unit testing, sprint planning, story estimation, and retrospectives to drive iterative development and project success.

Harmonia Holdings Group, LLC provides IT solutions specifically designed for federal agencies to improve their operational efficiency. The company offers a range of services including software development, data analytics, and cybersecurity, all tailored to meet the unique needs of its clients. Harmonia's approach involves leveraging new technologies to help federal agencies navigate the challenges of limited budgets. Unlike many competitors, Harmonia emphasizes a commitment to social responsibility, having donated $5 million to various charitable causes since 2015 and actively supporting veteran employment initiatives. The goal of Harmonia is to enhance the effectiveness of federal operations while also contributing positively to the community.

Company Stage

Growth Equity (Venture Capital)

Total Funding

N/A

Headquarters

Blacksburg, Virginia

Founded

2006

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Increased demand for AI-driven solutions in federal IT projects boosts Harmonia's market.
  • Growing interest in blockchain technology aligns with Harmonia's R3 Corda partnership.
  • Federal push towards cloud adoption creates demand for Harmonia's IT solutions.

What critics are saying

  • Increased competition from emerging IT firms threatens Harmonia's market share.
  • Strategic investment by Madison Dearborn Partners may disrupt existing client relationships.
  • Integration of blockchain technology may pose security and privacy challenges.

What makes Harmonia unique

  • Harmonia specializes in innovative IT solutions for the federal sector since 2006.
  • The company focuses on software development, data analytics, and cybersecurity services.
  • Harmonia is committed to social responsibility, donating $5 million to charities since 2015.

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