Brief Synopsis - SBC Innovations is seeking talent for a broadly experienced Senior Data Scientist to join its team. This individual in this role will play a critical role in developing and implementing Natural Language Processing (NLP) and web scraping solutions to support the broad protective mission.
Responsibilities:
- Modeling: Lead the development and implementation of NLP algorithms & models to drive key mission use cases.
- Data mining: Utilize NLP technologies to extract insights from internal data sources, including a mix of structured and unstructured data.
- Solution & System Development: Build and improve an automated threat-screening application that helps intelligence analysts consume, analyze, and escalate content.
- R&D: Stay up to date with the latest advancements in NLP/NLU/NLG and identify appropriate business use cases to apply them. Likewise, stay abreast of any advances in web scraping techniques/challenges.
- Technical leadership: Collaborate with cross-functional teams, including product managers, engineers, and operations teams, to gather requirements and formulate them into feasible solutions for the unit.
- Communication: Lead interactions with operational and technical stakeholders to present findings, insights, and recommendations clearly and concisely, both verbally and through reports or presentations.
- Mentorship: Mentor and guide junior data scientists, data analysts, and/or software engineers, providing technical expertise and fostering a culture of innovation and continuous learning.
Requirements:
- 5+ years of proven experience in designing, developing, and implementing AI/ML solutions, with at least 3 years in NLP models and algorithms.
- Proficiency in Python programming language, and expertise in relevant NLP and deep learning libraries and frameworks (e.g. TensorFlow, PyTorch, Spacy, langchain).
- Demonstrated experience developing and applying NLP techniques (e.g. LLM, transformers, embeddings, topic models) to relevant use cases (NER, Q&A, document summarization/classification, text generation, sentiment analysis, semantic search).
- Familiarity with web scraping tools and strategies, including bulk API ingestion as well as HTML parsing approaches (e.g. Selenium, Beautifulsoup).
- Familiarity with cloud-based platforms (e.g. AWS) and big data processing tools (e.g. Apache Spark).
- Strong analytical and problem-solving skills, with the ability to work on complex challenges and deliver impactful solutions.
- Strong sense of curiosity and ability to self-learn; willingness to research, design, test & productize novel solutions and learn from open-ended experiments.
- Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams and manage stakeholders.
Preferred:
- 5+ years of experience designing, developing, evaluating, and deploying real-time ML/NLP solutions.
- Strong experience building predictive classifier models.
- Strong experience working with data wrangling packages like pandas.
- Experience with GPU-based model training and inference infrastructure and architecture.
- Experience with responsible/trustworthy AI methodologies in NLP solutions.
- Experience with law enforcement is a plus.
Skill Sets Anticipated:
- U.S. Citizenship required.
- Public Trust Clearance.
- Exceptional verbal and written communication skills.
- Ability to display excellent interpersonal effectiveness and communication skills, both written and oral, within a team environment.
- Strong analytical and problem-solving skills.
- Familiarity with web scraping tools and strategies.
- Proficiency in Python programming language and relevant NLP and deep learning libraries.
Required Education – bachelor’s or master’s degree in one or more of the disciplines described.
Period of Performance – Immediate Hire, 80% Remote.
Salary – *Unknown* - pending customer response on funding requirements.
- with Benefits (e.g. Medical (Carefirst), Dental & Vision (Aetna)).
- 15 business days PTO (3 weeks) does not include government holidays.
- 11 Government based on OPM schedule.
Place of Performance - Arlington, VA
- The position requires 1 day onsite per customer request per week.
Security Requirements :
- All personnel, including the support required by this initiative, must be United States Citizens and must meet the DOJ (Department of Justice) Residency Requirement.
- The minimum investigation required is to be cleared for a US Government Security Eligible Public Trust clearance.
- Eligible to receive a Top-Secret Clearance.
Equipment furnished : The government/client will provide equipment to complete the job.
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