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Data Scientist

GeoYeti

Full-time | Contract

Reston, VA

Job description

We are looking for a Machine Learning Engineer to develop and deploy machine learning models, build NLP solutions, and optimize data pipelines. The ideal candidate will work on anomaly detection, time-series analysis, and automation while collaborating with cross-functional teams.

Key Responsibilities:
Machine Learning & NLP: Develop and deploy ML models for tasks like name screening, sentiment analysis, and text classification.
Anomaly Detection & Time Series Analysis: Build predictive models using LSTM, SVD, and other techniques.
API Development: Create APIs to integrate ML models into applications.
Data Engineering: Design scalable ETL pipelines, clean and validate data, and manage time-series databases.
Web Scraping & Automation: Develop automated data extraction solutions integrated with NLP.
Data Visualization: Create reports and insights to support decision-making.
Collaboration & Leadership: Work with business teams, mentor junior members, and contribute to team development.

Skills & Qualifications:
Strong knowledge of Python, TensorFlow, PyTorch, and Scikit-learn
Experience with NLP tools (spaCy, NLTK, Hugging Face)
Hands-on expertise in anomaly detection and predictive analytics
Proficiency in SQL, Apache Spark, and cloud platforms (AWS/GCP/Azure)
Experience with API development (Flask, FastAPI)
Strong problem-solving and communication skills.

Job Types: Full-time, Contract

Pay: From $145,000.00 per year

Benefits:

  • 401(k)
  • Dental insurance
  • Health insurance
  • Paid time off

Compensation Package:

  • Bonus opportunities

Schedule:

  • Monday to Friday

Education:

  • Bachelor's (Preferred)

Experience:

  • Python: 6 years (Required)
  • SQL: 6 years (Required)
  • R: 6 years (Required)
  • Natural language processing: 6 years (Required)
  • SAS: 6 years (Required)

Ability to Commute:

  • Vienna, VA 22182 (Required)

Work Location: In person