Algorithms Engineer, Autobidder

1 Month ago • 4 Years + • Research & Development

Job Summary

Job Description

The Algorithms Engineer will be responsible for developing and maintaining production code for sophisticated bidding, optimization, simulation, and forecasting algorithms for Autobidder, a platform that maximizes the value of storage and renewable assets in electricity markets. This includes algorithm development for advanced markets, incorporating uncertainties in pricing and clearing outcomes, optimizing revenue and risk, and considering interactions with competitors. The role requires deep expertise in electricity markets and collaboration with various teams (ML engineers, traders, market analysts, software engineers). Responsibilities include research and innovation in algorithmic strategies, developing monitoring tools and simulation systems, planning technical roadmaps, and mentoring junior engineers. The engineer will own production systems and be accountable for their performance and reliability.
Must have:
  • 4+ years experience in production software systems
  • Proficiency in Python
  • Experience with numerical optimization (LP, MILP etc.) and solvers
  • Knowledge of energy and electricity markets
  • Algorithm development and maintenance
Good to have:
  • GB electricity market expertise
  • Cloud system experience (e.g., EC2, GCP, Kubernetes)
  • Expertise in stochastic control, optimal control
  • Experience with MDPs and financial risk modeling

Job Details

What to Expect

The mission of the Autobidder team is to accelerate the world's transition to sustainable energy by maximizing the value of storage and renewable assets. We achieve this by building state-of-the-art software products for monetizing front-of-the-meter and behind-the-meter energy storage systems. Our flagship product, Autobidder, is an end-to-end automation suite for wholesale electricity market participation of grid connected batteries and renewable resources that maximizes revenues by optimally bidding in all available revenue streams in these markets. We are a multidisciplinary algorithmic trading team with expertise in machine learning, numerical optimization, software engineering, distributed systems, electricity markets and trading. We have a proven track record of operating storage assets and delivering high revenues in both utility-scale and Virtual Power Plant (VPP) settings. Our products currently manage over 7GWh of energy storage worldwide and we're slated for rapid growth on the horizon.

 

As a (Senior) Algorithms Engineer, you will be responsible for steering the evolution of Autobidder's bidding and automation algorithms. This includes rapid iterations when entering new markets and devising sophisticated algorithmic approaches to optimize revenues and increase automation in advanced markets. You will develop deep expertise in electricity markets and leverage your technical skills to craft algorithms that help Autobidder deliver best-in-class performance. You will be intimately familiar with the performance and operational nuances of assets operated by Autobidder and will serve as the feedback loop between operational learnings and algorithmic advancements to ensure our algorithms deliver real-world value. You will own production systems and be responsible for their performance, reliability, and availability. Your work will help proliferate battery storage and renewable projects around the globe.

What You’ll Do
  • Algorithm Development: Design, implement, and maintain production code for sophisticated bidding, optimization, simulation, and forecasting algorithms
  • Research and Innovation: Prototype, benchmark, deploy and monitor advanced algorithmic features that account for uncertainties in prices and clearing outcomes, optimally allocate quantities to maximize risk adjusted revenues, reason about interactions with strategic competitors, account for influence of quantity on clearing prices, etc. for large fleets of utility-scale storage assets and Virtual Power Plants
  • Domain Expertise: Become an expert in electricity markets and grid, and the various facets of operating in them
  • Technical Leadership: Guide algorithmic decisions to balance performance and complexity, and make thoughtful design and infrastructure choices that facilitate a positive developer experience in the long run
  • Tooling, Simulation and Monitoring: Develop tooling and simulation systems to monitor and track field performance of assets. Define metrics to quantify, track, and improve specific areas of performance, and drive algorithm changes to enhance asset performance under management
  • Roadmap Planning, Product and Business Development: Plan technical roadmaps and lead execution. Inform product definition and business development
  • Mentorship and cross-functional collaboration: Mentor and develop a growing team of exceptional algorithm engineers. Work with ML engineers, traders, market analysts, and software engineers to ensure algorithms drive end-to-end value
What You’ll Bring
  • 4+ years' experience in developing and maintaining production software systems
  • Proficiency in modern programming languages, such as Python
  • Experience in writing high-quality production code
  • Experience in building real-world products and solutions using numerical optimization technology (LP, MILP, nonlinear optimization, etc.) and solvers such as Gurobi, XPRESS, GLPK, CPLEX, etc.
  • Knowledge of the energy and electricity market

 

Preferred, additional skills:

  • Domain expertise in forecasting, analysis, or trading in the GB electricity market (or other electricity markets)
  • Experience with cloud-hosted systems and related tooling, including compute services (e.g. EC2, GCP Compute Engine) and container orchestration (e.g. Kubernetes, Docker)
  • Expertise in numerical optimization, operations research, and related mathematical fields, such as stochastic control, optimal control, and computational finance
  • Experience in researching, developing, and deploying new algorithmic strategies to solve complex optimization problems, including decision-making under uncertainty, scenario optimization, MDPs, financial risk modeling, and distributed/decentralized control

Similar Jobs

Regent Craft - Flight Controls Engineering Intern

Regent Craft

North Kingstown, Rhode Island, United States (On-Site)
4 Months ago
Digitap AI - Senior Data Scientist

Digitap AI

Bengaluru, Karnataka, India (On-Site)
5 Months ago
Seedify - AI Product Manager

Seedify

Philippines (Remote)
1 Month ago
Google - Software Engineer, Early Career, Cloud AI

Google

Warsaw, Masovian Voivodeship, Poland (On-Site)
3 Months ago
Google - Software Engineer III, Google Cloud Global Networking

Google

Atlanta, Georgia, United States (On-Site)
2 Months ago
Assystems - Design Engineer – Substation (Civil & Structural)

Assystems

Gurugram, Haryana, India (On-Site)
3 Months ago
RedBloxio - Firmware Engineer

RedBloxio

Puducherry, Puducherry, India (On-Site)
5 Months ago
ByteDance - Senior GPU System Engineer - Seattle

ByteDance

Seattle, Washington, United States (On-Site)
3 Months ago
Krafton  - [Publishing] Head of Global Game Communication Strategy (10년 이상)

Krafton

Seoul, South Korea (On-Site)
1 Month ago
Google - Senior Silicon Digital Design Engineer

Google

(On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Fliff  Inc  - Software Engineer II

Fliff Inc

Sofia, Sofia City Province, Bulgaria (On-Site)
8 Months ago
Google - Software Engineer III, Technical Infrastructure

Google

Bengaluru, Karnataka, India (On-Site)
3 Months ago
CD Project Red - Lead PCG/Tools Engineer

CD Project Red

Boston, Massachusetts, United States (Hybrid)
4 Weeks ago
PTC - Principal Software Engineer – 3D Graphics

PTC

Pune, Maharashtra, India (On-Site)
4 Months ago
Meta - Design Verification Engineer

Meta

San Diego, California, United States (On-Site)
3 Months ago
Razer - Software Engineer (DevOps)

Razer

Shah Alam, Selangor, Malaysia (On-Site)
4 Months ago
Dassault Systèmes - Software Engineer (Geometry)

Dassault Systèmes

Mumbai, Maharashtra, India (Hybrid)
3 Months ago
Fabric - Applied Cryptographer, ZKP Research

Fabric

Los Angeles, California, United States (Remote)
4 Months ago
Kefir Games - Senior Server Software Engineer

Kefir Games

Cyprus (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Jobs in North Holland, Netherlands

Trek - Fietstechnicus

Trek

Amersfoort, Utrecht, Netherlands (On-Site)
3 Months ago
Tesla - Sales Advisor - Goes

Tesla

Goes, Zeeland, Netherlands (On-Site)
1 Month ago
PwC - Manager Indirect Tax Compliance

PwC

Amsterdam, North Holland, Netherlands (On-Site)
4 Months ago
PwC - (Senior) Manager Regie en Sourcing - Technology Consulting Publieke Sector

PwC

Amsterdam, North Holland, Netherlands (On-Site)
4 Months ago
Dentsu - Customer Strategy Consultant

Dentsu

Rotterdam, South Holland, Netherlands (Hybrid)
3 Months ago
Playtika - Live Ops/Monetization Specialist

Playtika

Netherlands (Hybrid)
1 Month ago
Tesla - Used Car Sales Advisor - The Hague

Tesla

The Hague, South Holland, Netherlands (On-Site)
1 Month ago
GamePoint - Game Server Engineer (Java)

GamePoint

The Hague, South Holland, Netherlands (On-Site)
1 Month ago
Miniclip - Senior Backend Developer

Miniclip

Netherlands (On-Site)
4 Months ago
Tesla - Service Preparation Technician

Tesla

Gelderland, Netherlands (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Microsoft - Senior Formal Verification Engineer

Microsoft

Bengaluru, Karnataka, India (On-Site)
1 Month ago
Microsoft - Critical Environment (CE) Electrical Engineer

Microsoft

Québec City, Quebec, Canada (On-Site)
1 Month ago
ByteDance - Principal Algorithm Engineer, Trust and Safety

ByteDance

Singapore (On-Site)
4 Months ago
Autodesk - Intern, HCI & Visualization Research (Graduate level)

Autodesk

Toronto, Ontario, Canada (On-Site)
4 Months ago
Microsoft - Research Intern - Transforming Research with AI

Microsoft

Redmond, Washington, United States (On-Site)
1 Month ago
Rivos - SOC Physical Design Verification Engineer - Full Time

Rivos

Hsinchu, Hsinchu City, Taiwan (Hybrid)
4 Months ago
Nagarro - SAP FI/CO Senior Consultant

Nagarro

Germany (Remote)
1 Month ago
Google - ASIC Design Verification Engineer, Machine Learning, Early Career

Google

Madison, Wisconsin, United States (On-Site)
2 Months ago
Fluence - Controls Software Engineer-II(m/f/d)

Fluence

Berlin, Berlin, Germany (Hybrid)
4 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Tesla is an internet company. Follow us to receive our company updates and job postings.

Kalsdorf Bei Graz, Styria, Austria (On-Site)

North Holland, Netherlands (On-Site)

İstanbul, Türkiye (On-Site)

Brandenburg, Germany (On-Site)

Huddinge, Stockholm County, Sweden (On-Site)

Rhineland-Palatinate, Germany (On-Site)

London, England, United Kingdom (On-Site)

View All Jobs

Get notified when new jobs are added by Tesla

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug