AI / ML Engineer

Proximity Works · Other US Location

Company

Proximity Works

Location

Other US Location

Type

Full Time

Job Description

Description

We are looking for a Machine Learning Engineer to build efficient, data-driven artificial intelligence systems that advance our predictive automation capabilities. The candidate should be highly skilled in statistics and programming, with the ability to confidently assess, analyze, and organize large amounts of data. The candidate should also be able to execute tests and optimize Proximity’s machine-learning models and algorithms. The ideal candidate will have a strong background in machine learning, data science, and software development and will work closely with our product, data science, and engineering teams to develop, deploy, and maintain machine learning models that drive our vision.

Requirements

you will be responsible for –

  • Designing, developing, testing, and deploying machine learning models for various applications
  • Collaborating with data scientists, software engineers, and product managers to develop data-driven features.
  • Optimizing and improving the performance of existing machine learning models.
  • Implementing and maintaining scalable machine learning pipelines and infrastructure.
  • Analyzing and preprocessing large datasets to extract valuable insights and features.
  • Staying updated with the latest developments in machine learning, deep learning, and related technologies.
  • Conducting model training, validation, and performance evaluation to ensure models meet the required accuracy and reliability.
  • Creating and maintaining documentation related to machine learning models, algorithms, and processes.
  • Developing A/B testing frameworks and managing the deployment of models in production.

what you need –

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field.
  • 6+ years of experience in AI and Machine learning
  • Proven experience as a Machine Learning Engineer, Data Scientist, or in a similar role.
  • Strong programming skills in Python, R, or similar languages.
  • Proficiency with machine learning libraries and frameworks such as TensorFlow, PyTorch, scikit learn, etc and experience with NLP libraries (e.g., NLTK, spaCy, Hugging Face Transformers)
  • Experience with data preprocessing, data wrangling, and data visualization.
  • Hands-on experience with SQL databases and API integration
  • Experience with text generation techniques, including language models like GPT
  • Hands-on experience with cloud platforms (AWS, GCP, or Azure) and deploying models in production.
  • Solid understanding of machine learning algorithms, deep learning architectures, and statistical methods.
  • Experience with version control systems (e.g., Git) and continuous integration/continuous deployment (CI/CD) pipelines.
  • Ability to work in a collaborative environment and communicate effectively with cross-functional teams.

bonus points for –

  • Knowledge of natural language processing (NLP) and its applications.
  • Experience with MLOps tools and best practices for scalable model deployment and monitoring.
  • Familiarity with data privacy and security regulations
  • Experience with real-time data processing and streaming technologies
  • Experience with reinforcement learning, generative models, or unsupervised learning techniques.
Benefits

what you get –

  • Best in class salary: We hire only the best, and we pay accordingly.
  • Proximity Talks: Meet other designers, engineers, and product geeks — and learn from experts in the field.
  • Keep on learning with a world-class team: Work with the best in the field, challenge yourself constantly, and learn something new every day.

about us –

We are Proximity — a global team of coders, designers, product managers, geeks, and experts. We solve complex problems and build cutting-edge tech, at scale. Our team of Proxonauts is growing quickly, which means your impact on the company’s success will be huge. You’ll have the chance to work with experienced leaders who have built and led multiple tech, product and design teams. Here’s a quick guide to getting to know us better:

  • Watch our CEO, Hardik Jagda, tell you
  • Read about Proximity’s values and meet some of our Proxonauts
  • Explore our and the design wing —
  • Get behind-the-scenes with us on Instagram! Follow and .

Apply Now

Date Posted

09/13/2024

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