Job Responsibilities: Data Engineer
Salary: $20-30/Hour
Company: Tesla
Location: Indianapolis, USA
Educational Requirements: Bachelor's Degree
What to expect
The power data science team supports all branches of the Residential power business (solar hardware Engineering, set up Operations, deliver Chain/fabric making plans, consumer revel in, design/discipline software software). The team supports a huge variety of high-visibility projects such as:
- The improvement, deployment, and evaluation of both policies-based and device getting to know pipelines for labor prediction, proactive fabric making plans, client assignment timeline estimation, and set up performance optimization
- Engineering new facts pipelines and optimizing the performance of current records pipelines depended upon by means of production software program packages (appointment scheduling, layout, contracts/pricing), operations reporting groups, and different business stakeholders
- Method engineering and supporting analytics to inform software program groups’ roadmap and prioritization
The power records science team features as a key support mechanism to diagnose and resolve excessive-effect technical troubles that maximize the operational performance of Tesla Residential energy—whether or not those issues require a information science solution or now not.
What You’ll Do
- Optimize and consolidate existing hard work hour regression pipelines to help scheduling software program automation efforts
- Collect and features engineer scalable and reliable datasets to be used via machine mastering engineers in version schooling/validation
- Work efficaciously with engineers and behavior cease-to-quit analyses, from records requirement gathering, to data processing and modeling
- Define and screen key product and pipeline metrics, know-how root reasons of modifications in those metrics
- Acquire facts from number one or secondary statistics sources and preserve databases/records systems to empower operational and exploratory analysis
- Automate analyses and authoring pipelines via sq. And Python based totally ETL frameworks
- Power underlying statistics structures development through working with key go-useful stakeholders
- Perform statistics high-quality validations to make certain records integrity is as in step with business requirements
- Interpret complicated statistics and overall performance metrics, examine results the usage of statistical techniques, and tell the tale of found patterns/trends
- Paintings with control to prioritize commercial enterprise and information desires
What You’ll carry
Critical abilties - task particular
- Big experience writing software with Python
- Experience with cease-to-give up deployments of statistics pipelines consumed via manufacturing software program packages
- Know-how of various statistics verbal exchange protocols (rest API, Websockets)
- Experience with open-supply machine studying libraries and frameworks (Tensorflow, Keras, SKLearn, SciPy, PyStan/Bayesian Inference)
- Experience with version control (Git)
- Revel in with command line operations (bash, zsh)
- Comfy with code trying out (unittest, pytest)
- Familiarity with continuous integration pipelines (Docker, Jenkins, Kubernetes)
- Capable of work under strain whilst collaborating and handling competing needs with tight time limits
- A passion and curiosity for records and facts-driven decision making
Essential capabilities - trendy
- Raises the Bar - We need pinnacle performers who enhance the bar in our organisation. Whilst we hire new candidates, they ought to already be better than maximum personnel in that function. We are able to regularly need to try this through being scrappy and hard the reputation quo.
- Bias for motion - must have bias for movement and be able to convert concept into execution speedy.
- Human beings Centric - fee human beings and their time. Reveal empathy and appreciate.
- Adaptive - Adapts to trade, even if they'll now not be in choose of it. A person who's collaborative and inclined to take on new assignments and roles to benefit the commercial enterprise.
- Develops Others - Serves as a multiplier. Makes others around them higher by way of supporting them spotlight their strengths and paintings on their weaknesses. Can serve as a mentor to greater junior leaders and personnel and develop them for roles of greater responsibility.
- Innovates - locate innovative methods to simplify and have a look at our operation through a new lens. Now not stuck up on old approaches of doing matters. Has the capacity to conform and creatively work through issues and solutions that might not be their personal.
- Thinks like an proprietor - inclined to take dangers, personal consequences, and study from them. Humble and prioritizes the wishes of the commercial enterprise over their personal.
- Reasons from First principles - capable of become aware of root reasons and use facts to pressure decisions and alternate.
- 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 getting to know and know-how.
Education/experience
- BS/MS in pc technological know-how, engineering, physics, arithmetic, or equivalent.
- Three - 5 years of applicable experience as a records engineer in a fast-paced, dynamic surroundings
Repayment and advantages
Advantages
Along with aggressive pay, as a full-time Tesla employee, you're eligible for the following advantages at day 1 of hire:
- Aetna PPO and HSA plans > 2 scientific plan alternatives with $0 payroll deduction
- Own family-building, fertility, adoption and surrogacy benefits
- Dental (together with orthodontic coverage) and vision plans, each have options with a $0 paycheck contribution
- Organization Paid (health financial savings Account) HSA Contribution while enrolled within the high Deductible Aetna medical plan with HSA
- Healthcare and based Care bendy Spending bills (FSA)
- LGBTQ+ care concierge services
- 401(ok) with organisation fit, worker inventory buy Plans, and other monetary benefits
- Agency paid basic life, advert&D, short-time period and long-term incapacity coverage
- Employee help application
- Ill and holiday time (Flex time for income positions), and Paid holidays
- Lower back-up childcare and parenting guide assets
- Voluntary benefits to include: important infection, clinic indemnity, accident insurance, theft & felony offerings, and pet insurance
- Weight reduction and Tobacco Cessation applications
- Tesla infants program
- Commuter blessings
- Employee reductions and perks software
- Expected compensation
$eighty,000 - $258,000/annual earnings + coins and stock awards + advantages
Pay offered may additionally vary relying on a couple of individualized elements, along with marketplace vicinity, process-related information, competencies, and enjoy. The whole reimbursement package deal for this function may consist of different elements dependent on the position offered. Details of participation in those benefit plans might be supplied if an worker gets a proposal of employment.
Tesla is an same possibility / Affirmative movement company dedicated to range in the place of business. All certified applicants will obtain consideration for employment without regard to race, colour, faith, intercourse, sexual orientation, age, national foundation, disability, included veteran popularity, gender identification or another thing blanketed via applicable federal, country or local laws.
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