Job Responsibilities: Data Engineer
Salary: $20-30/Hour
Company: Tesla
Location: Los Angeles, USA
Educational Requirements: Bachelor's Degree
What to anticipate
The electricity information science crew supports all branches of the Residential power enterprise (solar hardware Engineering, set up Operations, deliver Chain/material making plans, consumer enjoy, design/subject software software). The team supports a extensive range of excessive-visibility initiatives inclusive of:
- The improvement, deployment, and evaluation of each regulations-based totally and gadget studying pipelines for exertions prediction, proactive cloth planning, customer undertaking timeline estimation, and installation efficiency optimization
- Engineering new information pipelines and optimizing the performance of existing information pipelines depended upon by way of production software applications (appointment scheduling, design, contracts/pricing), operations reporting groups, and different commercial enterprise stakeholders
- Method engineering and helping analytics to tell software program groups’ roadmap and prioritization
The energy records science group functions as a key guide mechanism to diagnose and clear up high-effect technical troubles that maximize the operational efficiency of Tesla Residential electricity—whether those troubles require a facts technological know-how solution or now not.
What You’ll Do
- Optimize and consolidate current exertions hour regression pipelines to support scheduling software program automation efforts
- Collect and features engineer scalable and reliable datasets to be used by using device studying engineers in version training/validation
- Paintings efficaciously with engineers and behavior stop-to-end analyses, from records requirement collecting, to information processing and modeling
- Outline and monitor key product and pipeline metrics, know-how root reasons of adjustments in those metrics
- Accumulate facts from number one or secondary records resources and preserve databases/statistics structures to empower operational and exploratory analysis
- Automate analyses and authoring pipelines thru sq. And Python based ETL frameworks
- Drive underlying records structures development by means of running with key go-functional stakeholders
- Perform records exceptional validations to ensure records integrity is as in keeping with enterprise necessities
- Interpret complex statistics and performance metrics, examine outcomes the usage of statistical techniques, and tell the story of located styles/trends
- Paintings with control to prioritize business and information wishes
What You’ll bring
Essential capabilities - task particular
- Enormous experience writing software program with Python
- Experience with give up-to-cease deployments of facts pipelines ate up by manufacturing software programs
- Information of various data communique protocols (rest API, Websockets)
- Revel in with open-supply device studying libraries and frameworks (Tensorflow, Keras, SKLearn, SciPy, PyStan/Bayesian Inference)
- Experience with version manage (Git)
- Revel in with command line operations (bash, zsh)
- Comfy with code testing (unittest, pytest)
- Familiarity with continuous integration pipelines (Docker, Jenkins, Kubernetes)
- Capable of paintings under pressure while collaborating and coping with competing needs with tight time limits
- A ardour and interest for records and data-driven selection making
Crucial competencies - preferred
- Raises the Bar - We want top performers who raise the bar in our business enterprise. While we rent new applicants, they should already be better than maximum personnel in that position. We will often want to do that by using being scrappy and tough the repute quo.
- Bias for motion - ought to have bias for action and be capable of convert notion into execution quickly.
- People Centric - cost people and their time. Reveal empathy and appreciate.
- Adaptive - Adapts to exchange, even if they'll not be in desire of it. Someone who is collaborative and inclined to tackle new assignments and roles to advantage the business.
- Develops Others - Serves as a multiplier. Makes others round them higher via supporting them highlight their strengths and work on their weaknesses. Can function a mentor to greater junior leaders and employees and increase them for roles of greater responsibility.
- Innovates - find innovative methods to simplify and observe our operation thru a brand new lens. Now not caught up on old methods of doing matters. Has the capacity to conform and creatively work through problems and solutions that might not be their very own.
- Thinks like an proprietor - inclined to take risks, personal consequences, and study from them. Humble and prioritizes the desires of the business over their own.
- Reasons from First principles - able to identify root reasons and use facts to drive decisions and trade.
- Ingenious - Practices frugality. Is a scrappy chief who can do more with much less.
- Curious - are looking for to understand and show empathy. Have an insatiable thirst for mastering and know-how.
Training/experience
- BS/MS in pc technology, engineering, physics, mathematics, or equal.
- Three - 5 years of applicable experience as a data engineer in a fast-paced, dynamic surroundings
Compensation and advantages
Blessings
At the side of competitive pay, as a complete-time Tesla employee, you're eligible for the subsequent advantages at day 1 of hire:
- Aetna PPO and HSA plans > 2 clinical plan options with $zero payroll deduction
- Own family-building, fertility, adoption and surrogacy blessings
- Dental (which includes orthodontic coverage) and imaginative and prescient plans, each have options with a $0 paycheck contribution
- Business enterprise Paid (health savings Account) HSA Contribution when enrolled within the high Deductible Aetna clinical plan with HSA
- Healthcare and established Care flexible Spending debts (FSA)
- LGBTQ+ care concierge offerings
- 401(k) with agency fit, employee stock buy Plans, and different monetary advantages
- Business enterprise paid basic existence, ad&D, quick-time period and long-time period incapacity insurance
- Worker assistance software
- Unwell and excursion time (Flex time for earnings positions), and Paid vacations
- Lower back-up childcare and parenting assist assets
- Voluntary advantages to consist of: critical contamination, health facility indemnity, twist of fate coverage, robbery & prison offerings, and puppy insurance
- Weight loss and Tobacco Cessation packages
- Tesla infants software
- Commuter benefits
- Employee reductions and perks software
Expected compensation
$sixty one,two hundred - $255,000/annual income + cash and inventory awards + blessings
Pay offered may also range relying on a couple of individualized elements, such as market region, job-related expertise, competencies, and revel in. The overall reimbursement bundle for this function may additionally consist of other factors dependent on the position offered. Details of participation in those gain plans will be supplied if an employee receives an offer of employment.
Tesla is an identical opportunity / Affirmative motion organisation committed to range in the place of business. All qualified candidates will acquire consideration for employment with out regard to race, coloration, faith, intercourse, sexual orientation, age, country wide origin, disability, covered veteran status, gender identification or another thing blanketed with the aid of relevant federal, nation or nearby laws.
Tesla is likewise devoted to operating with and presenting affordable inns to people with disabilities. Please allow your recruiter know in case you need an accommodation at any point all through the interview system.
For short get right of entry to to display analyzing generation well matched with this site click here to download a free like minded display screen reader (loose grade by grade educational may be determined here). Please contact accommodationrequest@tesla.Com for additional records or to request accommodations.
Privateness is a top priority for Tesla. We construct it into our merchandise and examine it as an important a part of our business. To apprehend extra approximately the facts we accumulate and method as part of your software, please view our Tesla talent privateness notice
