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Job Description
Stratagem is now part of ARKA! Find us at www.ARKA.org.
ARKA Group L.P. is an advanced technologies company serving the U.S. military, intelligence community, and commercial space industry delivering next-generation solutions to support the national security space domain. ARKA has a 60-year legacy reaching back to the very beginning of our country’s space endeavors. We’re a legacy of mission excellence built on ground-breaking technologies. Join the ARKA mission and discover your next career opportunity now!
Position Overview:
This position is for a Large Language Model AI/ML Engineerlooking for new challenging problems. This is an opportunity to be at the forefront of applying Large Language Models (LLMs) to new customers and new challenges.
Responsibilities:
Our ideal candidate is an experienced professional who has researched and developed AI/ML algorithms and deployed these algorithms to operational environments. This candidate will have the opportunity to apply their knowledge in AI/ML to solve a broad set of problems across multiple domains. Specifically, this candidate will be working on new opportunities to explore the application of LLMs to our customer’s missions. This candidate will be joining a team of talented researchers and software developers with the opportunity to lead and mentor junior engineers.
As an AI/ML Engineer, your responsibilities include:
- Member of a team consisting of developers and researchers to implement AI/ML algorithms to solve a broad set of challenges for our various customers
- Analyzing large multi-domain datasets such as images, text, and/or graph data to identify statistically relevant features to build models that provide analysts with actionable data
- Using cloud services to train and deploy ML models
- Reviewing relevant publications to understand cutting edge concepts, break down key ideas to government customers, and apply to defense and commercial applications
- Writing technical documentation supporting code, program capabilities and user-guides
- 2+ years of experience, preferably in software development or as a data scientist
- Experience using Large Language Models and identifying ways to incorporate them into new areas and applications
- Effective communicator with the ability to write and present technical reports
- Experience with Python and any of the following Python data science / machine learning libraries: Pandas, scikit-learn, TensorFlow, Keras, Pytorch
- Experience with one or more of the following:
- Applying unsupervised and/or supervised machine learning techniques
- Applying and/or developing algorithms based in statistical analysis
- Analyzing large datasets and building models to perform inference
- Ability to obtain and maintain a TS/SCI clearance to support our customers
- MS or PhD in machine learning, computer science, mathematics, or relevant fields
- Experience with any of the following AI/ML domains:
- Object detection algorithms such as YOLO and Faster-RCNN
- Natural Language Processing algorithms such as Transformers and RNNs
- Applying Transformer-based architectures to domains in other areas outside of NLP such as computer vision
- Generative Adversarial Networks and Variational Autoencoders
- Reinforcement learning and familiarity with OpenAI Gym, RLlib, and Stable Baselines
- Applying clustering algorithms and/or deep neural networks to real life problems
- Implementing tracking & fusion and pattern-of-life algorithms
- Experience with Machine Learning libraries and frameworks such as Hugging Face and LangChain
- Experience with Linux
- Familiarity with using AWS cloud computing resources such as EC2, S3, Lambda, etc.
- Experience implementing computer vision algorithms
- Experience with any of the following additional languages: C++, Java, and/or C#
- Experience implementing algorithms on the GPU in Python or C++ using CUDA and other CUDA libraries
- Experience with implementing tracking and fusion, and pattern-of-life algorithms
- Experience in application deployment, virtualization, and containerization
- Experience shaping and writing proposals
- Active TS/SCI clearance
Your actual level and base salary will be determined on a case-by-case basis and may vary based on the following considerations: job-related knowledge and skills, education, and experience.
The application window will close in 60 days for this position.
Location:
This position is based out of ARKA’s nature abundant Aurora, CO campus. Being situated at the foot of the Rocky Mountains, Aurora provides opportunities to enjoy all the beautiful nature that Colorado has to offer, while also being a 20-minute drive from downtown Denver and 15-minutes to the Denver International Airport.
What We Offer:
- Comprehensive medical/vision/dental insurance packages
- Company contributions to qualified HSA accounts
- 401k retirement plan with industry leading company contributions
- 3 weeks of vacation accrual per year plus time off for sick leave and unscheduled life events
- 13 paid holidays
- Continuing education benefit up to $25,000/year for approved programs
- Annual bonus program based on company and employee performance
- Company paid life insurance, AD&D, Short-Term and Long-Term disability insurance
- 4 weeks paid Parental Leave
- Employee assistance program (EAP)
EHS/Environmental Requirements:
This job operates in a professional office environment. While performing the duties of this job, the employee routinely is required to use hands to keyboard, communicate, listen to, and interpret instructions and remain stationary for extended periods of the time. This would require the ability to move around the campus and occasionally move/lift items weighing up to 40 lbs. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions of the job.
Applicants are invited to apply for a reasonable accommodation to perform the essential duties of the job. To apply, send a request to [email protected] or contact 203-797-5000 and press 2 for Human Resources.
ITC & Security Clearance Requirements:
This position requires the ability to obtain and maintain a US Government Security Clearance. The form contained in this link will provide insight into the information the government requests as part of the clearance process.https://www.opm.gov/forms/pdf_fill/sf86.pdf.
Visa Restrictions:
No visa sponsorship is available for this position.
Employment with any of the ARKA Group companies in the US is contingent upon satisfactory completion of several pre-employment requirements to include a credit check, background check and drug screen.
ARKA Group L.P. is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or veteran status, age, or any other federally protected class.
Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities
The contractor will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the contractor's legal duty to furnish information. 41 CFR 60-1.35(c)
This position is open.
This job was posted on Fri Apr 19 2024 and expires on Tue Jun 18 2024.
The Stratagem Group
Aerospace Manufacturers & Scientific Research & Development Firms & Space Research & Technology Companies
Summary
You are comfortable with the pace and ever-changing requirements of a small development company while maintaining a healthy work-life balance. Who is Stratagem Stratagem is a small and fast-growing technology company built around the idea that we can make a lasting impact on our customers and employees. We believe in a culture of innovation, fun, empowerment, and family.
What is the difference between supervised and unsupervised learning?
Answer
Supervised learning uses labeled data for training, while unsupervised learning uses unlabeled data.
How do you handle overfitting in machine learning models?
Explain the bias-variance tradeoff in machine learning.
About the Machine Learning Engineer role
Software Developers and Programmers Machine Learning Engineer
As Machine Learning Engineers, we design self-running software to automate predictive models. We design and develop machine learning and deep learning systems. We also research and apply appropriate machine learning algorithms and tools. We select proper data sets and data representation methods for the machine learning process. To see the potential of the ML, we carry out many tests and experiments. We also perform statistical analysis and fine-tuning using test results. We study in-depth and transform data science prototypes. We also train and retrain systems when necessary. We extend ML libraries and frameworks for better understating. We also keep abreast of developments while working in the field. As Machine Learning Engineers, our main responsibility is to shape and build efficient self-learning applications.
Core tasks:
- design machine learning systems
- select appropriate data sets and data representation methods
- run machine learning tests and experiments *perform statistical analysis and fine-tuning using test results
226 Machine Learning Engineer jobs in Aurora, CO
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