Data Platform Engineer

Key Skills

GoLang, Machine learning techniques, MLflow, MLOps tools, Python Programming, PyTorch, TensorFlow, XGBoost

Job Description

As a Data Platform Engineer you will be a part of the our ML Data and Quality team and help the team build the platform for data generation used for model development, off-line experiment pipelines, data collection and labeling mechanism, and data management. You will help shape the processes surrounding data creation, storage, and usage. You are at home working with a cross-functional team of researchers, engineers, and security experts to design, develop and deploy innovative AI solutions.

As an Data Engineer you will:

• Be primarily responsible for building the ML data infrastructure based on the requirements of the ML team and the product needs, including data lineage, provenance, and validation.
• Be hands-on and build data workflows, data experimentation pipelines and ML evaluation strategies.
• Collaborate with ML and research to understand data needs, help build novel data generation algorithms, and help build and enforce processes around data creation and usage.
• You'll have the opportunity to contribute to our overall machine learning and data management culture as a member of the team.

What we look for:

• A BS or MS in Computer Science/Engineering.
• 4+ years of industry experience
• An attitude of hands-on learning and constant experimentation to decompose and understand problem areas.
• Experience with MLOps frameworks like MLFlow, model hosting services like HuggingFace or Baseten is a big plus
• Experience with some backend datastore similar to SnowFlake or DataBricks.
• Strong programming skills in generic programming languages such as Python or Golang.
• Excellent written and verbal communication skills, strong analytical and problem-solving skills.

Technologies we use:

• Python and specifically numpy, pandas
• Bonus: ML frameworks like pytorch, tensorflow, fastai, xgboost, catboost, lightgbm, sklearn etc
• Bonus: Golang

$150,000 - $220,000 a year

The compensation for this position ranges between $150,000 - $220,000 [For a senior role]

Robust intelligence (RI) is a people-first company. We offer an array of perks and benefits that ensures our employees’ health and well-being. With RI’s in-office company culture, we offer our employees free daily lunches and dinners (if you are working late), free snacks and beverages, commuter benefits, and an office gym.

Our leaders recognize that all of our employees are humans first. Employees at the company are parents, pet owners, siblings, and a long list more. Hence, RI ensures that employees have the benefits and resources needed to spend time with their families and live a fulfilling life outside of work. Benefits include a flexible time off policy, paid parental/family leave, child care allowance, 401(k) retirement plan, and market-leading health, dental, and vision insurance for employees and dependents. We also have an education reimbursement program for individual learning.