Impac Exploration Services
Halliburton
Undisclosed
ASARCO
Continental Resources
bp
Guttman Energy
ROYAL CANADIAN STEEL INC
Guttman Energy, Inc.
RH Borden
Percheron LLC
Percheron, LLC
National Grid
Puget Sound Energy
Siemens Energy
Osmose Utilities Services, Inc.
Venture Global LNG
Peninsula Clean Energy
Iapetus Infrastructure Services
Iapetus Infrastructure Services
Telemetry Data Scientist / Real-Time ML Engineer
Division: DATUM, Impac Exploration Services Location: Remote or Oklahoma City Type: Full-Time or Contract
Build Models That Run at 10,000 Feet Per Second
We're not looking for someone to build another dashboard. We're looking for someone who sees streaming sensor data and thinks "I could predict that failure 30 seconds out."
DATUM is where industrial operations meet cutting-edge ML. We're streaming terabytes of WITS telemetry from drilling operations—pressure, torque, vibration, flow rates—all live from assets worth millions per day. This isn't historical analysis. This is real-time ML where your models make decisions while the drill bit is turning.
Here's what makes this interesting: The physics are unforgiving. The data is messy. The stakes are real. And when your anomaly detection prevents a catastrophic failure at 10,000 feet? That's the kind of win that gets noticed—by operators, by industry, and yeah, by recruiters from places you've dreamed about working.
Small team. Big problems. No bureaucracy. We move fast, ship faster, and celebrate when our work is so good that other companies try to poach you. You'll have the compute you need, the freedom to experiment, and colleagues who push you to be better.
Fair warning: This isn't a "set it and forget it" role. When a $100M operation depends on your model, you'll feel it. But when your algorithm catches something nobody else saw? That feeling is addictive.
While everyone else fights over chatbot improvements, we're building ML for the physical world. Energy is complex, consequential, and desperately needs fresh thinking. Come help us prove that the best telemetry systems don't just live at race tracks—they're 10,000 feet underground, running 24/7, keeping people safe and operations efficient.
Ready to build ML that matters? Let's talk.
We are not sponsoring visas or participating in CPT programs at this time.