ML Engineer

TiltEdge Solutions LLC; Plano (TX); On-site; USD 120,000 - 180,000; Full time

Job summary

TiltEdge Solutions LLC seeks an ML Engineer to join our Plano, TX team onsite. The role focuses on ML engineering and strong software skills in Python, PySpark, Databricks, and data platforms.

Expect work on production ML pipelines, data modeling, and APIs with FastAPI in a cloud environment. Proficiency with Spark, Kafka, Snowflake and databases like MongoDB, PostgreSQL, Redis is required, along with Delta Lake and MLflow for orchestration.

Qualifications

• Hands-on ML engineering with production pipelines.

Responsibilities

• Build production-grade ML pipelines and data pipelines.

Skills

Python

PySpark

Databricks

Spark

Kafka

Snowflake

MongoDB

PostgreSQL

Redis

Azure

FastAPI

MLflow

Delta Lake

ELK

GenAI

Tools

Databricks

Spark

Job description

Job Title: ML Engineer
Location: Plano, TX (onsite)
Need local candidates only, F2F interview
Job Description:

• This role is ML Engineering with hands-on Software Engineering skills using Python and Pyspark, Databricks.
• Strong Python, Databricks and PySpark experience with Spark, Kafka, Snowflake, MongoDB, PostgreSQL, Redis, Azure cloud.
• Advanced No-SQL (MongoDB) and SQL (Postgres) and data modeling for slowly changing dimensions / temporal mappings. Experience building production-grade ML pipelines, and data pipelines.
• Solid Python development skills with APIs development (FastAPIs) and familiarity with ML workflows.
• Delta Lake, MLflow, and workflow orchestration experience.
• Agentic development and GenAI experience will be a big plus
• Familiarity with ELK (Elastic Kibana)
• Please note that DE with GenAI knowledge will not be shortlisted;
• The candidate must have classical ML/DS exposure with production pipeline design and development experience.