Job Overview
We are an innovative research and consulting firm committed to addressing complex challenges for federal, state, and local government clients. Our services span a broad spectrum of professional, scientific, and technology solutions, with a particular focus on business consulting, research and data science, and technology integration.
We invite applications for the role of Senior Data Scientist, where you will be integral to developing advanced artificial intelligence and machine learning (AI/ML) solutions that bolster national security, research and development, and critical energy sectors. As a senior contributor, you will spearhead impactful projects, propose innovative solutions employing state-of-the-art AI/ML techniques, and engage with an array of colleagues and clients. Your expertise will be pivotal in refining our data infrastructure, crafting effective methodologies and tools, and mentoring junior colleagues.
Key Responsibilities
- Develop, validate, and enhance machine learning models and algorithms to tackle intricate business dilemmas, ensuring optimal performance and adaptability across diverse datasets.
- Architect, create, and sustain robust data pipelines for various database systems, such as PostgreSQL and Elasticsearch, while upholding data integrity through rigorous cleaning and testing.
- Construct models to extract, organize, and analyze data from unstructured formats, including images, PDFs, and raw text, enabling automated data extraction and processing.
- Implement natural language processing (NLP) models to derive and assess textual data, encompassing tasks like entity recognition and topic modeling.
- Generate insightful data visualizations and contribute to client-facing reports, articulating analysis findings and model efficacy to both technical and non-technical stakeholders.
- Thoroughly document all data models, analyses, and procedures, maintaining high standards of quality and ensuring reproducibility for team members and stakeholders.
- Oversee data science projects from their initial phases to completion, offering regular updates to clients and stakeholders while adeptly managing project resources.
- Mentor junior data scientists and analysts, promoting best practices in machine learning, data analysis, and AI, and nurturing a culture of continuous learning and teamwork.
- Stay informed of the latest advancements in AI and machine learning, incorporating new methodologies, tools, and techniques into existing workflows where applicable.
Required Skills
- Proficiency in deep learning frameworks (e.g., TensorFlow, PyTorch) and a strong foundation in natural language processing (NLP), with experience in transformer architectures and large language models.
- Expertise in Python programming, particularly in data manipulation and modeling libraries (e.g., NumPy, Pandas, SciPy, Scikit-Learn).
- Solid understanding of database management, especially in PostgreSQL and Elasticsearch, along with knowledge of large-scale data architecture and optimization.
- Familiarity with cloud-based distributed computing platforms (e.g., Spark, Dask).
- Strong project management abilities to articulate timelines, objectives, and trade-offs to stakeholders.
- Capability to work independently and collaboratively within cross-functional teams.
- A self-driven and inquisitive nature, with a knack for recognizing, assessing, and implementing cutting-edge machine learning solutions.
Qualifications
- U.S. Citizenship.
- Ph.D. in data science, computer science, machine learning, mathematics, or a related discipline.
- A minimum of 5 years' experience in data science and machine learning, particularly in language-based applications.
- Ability to obtain a DoD Secret clearance.
- Proficiency in Mandarin is a plus.
Career Growth Opportunities
This role offers significant opportunities for professional development, including the chance to mentor junior team members and share best practices, thereby fostering a culture of ongoing learning and collaboration within the organization.
Company Culture And Values
We pride ourselves on a mission-driven approach, characterized by integrity, professionalism, and resilience. Our collaborative environment encourages diversity of thought and perspective, ensuring that all team members can contribute meaningfully to our goals.
Compensation And Benefits
We provide a comprehensive benefits package that includes healthcare reimbursement, lifestyle and wellness support, flexible spending accounts, tuition assistance, a 401(k) plan with company matching, and generous paid time off, in addition to 12 holidays annually.
We are an equal opportunity employer and welcome applicants from diverse backgrounds to apply.
Employment Type: Full-Time
