Senior Python AI/ML Prototype Engineer (TS/SCI)

Constellation Technologies, Inc; Fort Meade (SD); On-site; USD 175,000 - 212,000; Full time

Benefits offered by this job

Healthcare options

Dental insurance

Vision insurance

Life insurance

Disability insurance

Training reimbursement

AWS training

Technology stipend

401(k) with match

Paid time off

Team events

Mentorship

Job summary

Constellation Technologies, Inc. is seeking a highly skilled professional with 8+ years of direct experience in ML model development and integration.

The role requires US citizenship and an active TS/SCI clearance with a polygraph, a BS in CS or related field, and proficiency in Python, R, TensorFlow, PyTorch, and Jupyter Notebooks. The position involves collaborating with customers, data wrangling, DB administration, and cutting-edge model tuning, with emphasis on diverse architectures and data

Qualifications

• Must be a US Citizen.
• Must have TS/SCI clearance w/ active polygraph.
• At least eight (08) years of direct/relevant experience.
• Bachelor's degree in computer science or related discipline from an accredited college or university is required.
• Four (04) years of additional relevant experience on projects with similar processes may be substituted for a bachelor's degree.
• Collaborate closely with customers to enable acceleration to evaluate and tune machine learning models ability to integrate, reference, make inferences and consolidate data into a holistic view.
• Creatively write and evolve prototype techniques leveraging diverse architecture and methods. Provide database administration, dataflow engineering, data wrangling, and model development.
• Proficiency with, but not limited to, Python (i.e. SciKit-learn, TensorFlow, PyTorch), R, GIT and experience with Jupyter Notebooks.
• Ability to provide database administration for relational databases and TensorFlow.
• Nice to have: proficiency in augmenting, providing context, and/or fine-tuning large language models for generative tasks using retrieval augmented generation (RAG) and model context protocol (MCP).

Responsibilities

• Collaborate closely with customers to evaluate and tune machine learning models for integration, reference, inference, and holistic data views.
• Develop prototype techniques leveraging diverse architectures and methods.
• Provide database administration, dataflow engineering, data wrangling, and model development.
• Enhance capabilities in large language models using RAG and MCP approaches (nice to have).

Skills

Python

SciKit-learn

TensorFlow

PyTorch

R

GIT

Jupyter Notebooks

Education

Bachelor's degree in computer science or related discipline

4 years of additional relevant experience substituted for a bachelor’s degree

Tools

Relational databases

Job description

Constellation Technologies, Inc. is seeking a highly skilled professional with 8+ years of direct experience in ML model development and integration.

The role requires US citizenship and an active TS/SCI clearance with a polygraph, a BS in CS or related field, and proficiency in Python, R, TensorFlow, PyTorch, and Jupyter Notebooks. The position involves collaborating with customers, data wrangling, DB administration, and cutting-edge model tuning, with emphasis on diverse architectures and data