Braintrust – Pilot Company | Machine Learning Engineer (Direct Hire) – Atlanta, GA

September 23, 2023

Job Description

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Job title: Pilot Company | Machine Learning Engineer (Direct Hire)

Company: Braintrust
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Job description:

  • JOB TYPE: Direct Hire Position (no agencies/C2C – see notes below)
  • LOCATION: Atlanta, GA, USA (Time Zone: EST | Full day overlap)
  • SALARY: $125,000 – $135,000/yr
  • ESTIMATED DURATION: 40hr/week

ABOUT US:

is the only network that gives in-demand talent all the freedom of freelance with all the benefits, community, and stability of a full-time role. As the first decentralized talent network, our revolutionary Web3 model ensures the community that relies on Braintrust to find work are the same people who own and build it through the blockchain token, BTRST. So unlike other marketplaces that take 20% to 50% of talent earnings, Braintrust allows talent to keep 100% of earnings and to vote on key changes to improve the network. Braintrust is working to change the way freelance works – for good.

We’ve onboarded some of the world’s most reputable brands and now we need a Machine Learning Engineer (Direct Hire) for one of our clients.

THE OPPORTUNITY

Requirements

MUST BE LOCATED NEAR ATLANTA

This is a hybrid role, so you must be able to come into the office a couple of days a week.

Here is the core they are looking for:

Must Haves: * Python

  • End-to-end machine learning projects
  • Experience evaluation and optimizing model performance in development and production
  • Developing and optimizing machine learning infrastructure and pipelines
  • Able to detect feature drift and concept drift

Nice to Haves * AWS or Databricks certifications in machine learning

  • Experience working in Databricks

Full Job Description

Summary

The purpose of this job is to implement machine learning models into

production by utilizing state-of-the-art tools/algorithms and methodologies

following DevOps and a test-driven development process.

Essential Functions * Deliver systematic approaches, integrating work into applications and tools with our influence, build and maintain the large-scale analytics

the infrastructure required for the AI projects, and integrate with external IT

infrastructure/service to provide e2e solutions * Leverage an understanding of software architecture and software patterns

to write scalable, maintainable, well-designed, and future-proof code * Design, develop, and maintain the framework for the analytical pipeline

  • Design machine learning systems and implement appropriate ML

algorithms and tools in collaboration with the data science team * Implement best MLOps practices for automation, monitoring, scaling, and

reliability * Model behaviors that support the company’s common purpose; ensure

guests and team members are supported at the highest level * Ensure all activities are in compliance with rules, regulations, policies, and

procedures * Complete other duties as assigned

Qualifications

  • Bachelor’s degree in Data Science, Computer Science, Engineering, Applied Mathematics, or any Quantitative field
  • Master’s degree preferred
  • Proficiency in at least one of the following programming languages:

Python, C++, or Java * Minimum 5 years of experience in Data Science, Machine Learning,

Software Engineering, or another quantitative discipline required * Minimum 5 years of experience with some, but not all the technologies

mentioned in the Specialized Knowledge section

Specialized Knowledge

  • Experience architecting machine learning pipelines, including designing, and improving infrastructure for ingesting, storing, and transforming data
  • Experience with the usage and implementation of CI/CD pipelines using Jenkins, GitHub Actions, TravisCI, or CircleCI
  • Experience with scalable distributed systems hosted on cloud providers
  • Experience implementing efficient machine learning pipelines at scale by utilizing distributed and/or GPU hardware optimizations methods
  • Experience with data ETL processes and both SQL and NoSQL databases and manipulating large structured or unstructured datasets for analysis
  • Experience training machine learning models by applying feature engineering, model selection, sampling, and model evaluation strategies using Python frameworks such as sci-kit-learn, Pandas, Pytorch, NumPy, and PySpark
  • Experience developing and deploying scalable implementations of model training and model serving using any of the following technologies:
  • MLFlow, AWS SageMaker, Triton Inference Server, ONNX RunTime, TorchScript, or TensorFlow RunTime
  • Experience with version control systems (e.g., GitHub, GitLab)

Nice to have:

  • Some experience implementing neural networks at scale
  • Some experience with the Databricks Lakehouse Platform
  • Some experience with C++, CUDA, or the NVIDIA RAPIDS suite
  • Databricks Certified Associate Developer for Apache Spark 3.0 certification
  • Databricks Certified Machine Learning Associate certification

Competencies:

  • Ability to lead, coach, mentor, and motivate a diverse team; ensure team

and individual accountability and performance standards are met * Ability to prioritize, multitask and manage multiple projects successfully in

a fast-paced and dynamic environment * Strong organizational skills with attention to detail

  • Ability to communicate and interact effectively with different levels of the

organization to negotiate, problem solve, complete projects, and influence

decision making * Strong analytical and strategic thinking skills

  • Self-motivated with the ability to work both independently and within teams

in order to establish and meet deadlines, goals, and objectives * Excellent customer service skills

Apply Now!

ABOUT THE HIRING PROCESS:

Qualified candidates will be invited to do a screening interview with the Braintrust staff. We will answer your questions about the project, and our platform. If we determine it is the right fit for both parties, we’ll invite you to join the platform and create a profile to apply directly for this project.

C2C Candidates: This role is not available to C2C candidates working with an agency. But if you are a professional contractor who has created an LLC/corp around your consulting practice, this is well aligned with Braintrust and we’d welcome your application.

Braintrust values the multitude of talents and perspectives that a diverse workforce brings. All qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status.
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Expected salary: $125000 – 135000 per year

Location: Atlanta, GA

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Location

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