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Machine Learning Engineer Sensing
Company: Global Fishing Watch
Location: Washington, District of Columbia, United States
Posted Feb 01, 2024
<p><strong>Background<strong> Global Fishing Watch is an international nonprofit organization committed to advancing ocean governance through increased transparency We create and publicly share knowledge about human activity at sea to enable fair and sustainable use of our ocean Founded in 2015 through a collaboration between Oceana SkyTruth and Google GFW became an independent nonprofit organization in 2017 Using cuttingedge technology we create and publicly share map visualizations data and analysis tools to enable scientific research and drive a transformation in how we manage our ocean By 2030 we aim to monitor and map all commercial activity at sea including all industrial fishing vessels smallscale fishing activity all large nonfishing vessels and all fixed infrastructure such as aquaculture and oil rigs We also plan to work with intergovernmental organizations and 30 governments around the globe to promote the adoption of transparency more widely and publicly share ocean data to drive better management of marine resources<p> <p><strong>The Position<strong><p> <p>The Research and Innovation team at Global Fishing Watch GFW connects data science and machine learning experts with the scientific community to produce new datasets publish impactful research and empower others to use our data This team harnesses satellite technology machine learning and big data to shed light on some of the most pressing issues facing the ocean<p> <p>We are now working to map the global footprint of commercial activity at sea including the activity of all oceangoing vessels and fixed infrastructure This work involves combining deep learning and data fusion techniques with petabytes of satellite imagery radar and optical and billions of GPS positions from vessels mostly from the Automatic Identification System AIS and Vessel Monitoring Systems<p> <p>The Machine Learning Engineer will assist with large data pipelines of satellite imagery and help build computer vision models to detect and classify maritime objects in imagery data The initial focus will be on vessel detection in highresolution 3 m PlanetScope optical imagery from Planet Labs leveraging an existing model architecture developed for Sentinel2 Subsequent work includes implementing new models to expand the detection capability to offshore infrastructure using new satellite imagery sources The candidate will also collaborate closely with other members of the Research and Innovation team to correlate detected vessels position time and length to vessels tracked by AIS Finally the candidate will work closely with the GFW Engineering and Product teams to ensure solutions are compatible and scalable within our cloud infrastructurenbsp<p> <p>The incumbent will gain experience working with leading researchers in the field and will interface daily with GFW’s team of data scientists and machine learning experts They will develop further technical skills in programming big data and cloud computing while working for a globally diverse and fully distributed organization The successful candidate will be organized and excited to help Global Fishing Watch develop strong partnerships and cuttingedge researchnbsp<p> <p><strong>Principal Duties and Responsibilities<strong><p> <p>Model development for small object detection<p> <ul> <li>Design train and evaluate computer vision models for object detection in satellite imagery with an emphasis on vessel detection in optical imagerynbsp<li> <li>Implement preprocessing pipelines to obtain imagery and prepare it for annotation and modellingnbsp<li> <li>Devise annotation strategies and tools for labelling vessels and fixed infrastructure in satellite images<li> <li>Improve our training datasets and build new training datasets for other humanmade objects potentially managing external annotation services<li> <ul> <p>Additional tasks may include<p> <ul> <li>Provide technical support to the senior machine learning engineers responsible for developing and advancing other Global Fishing Watch models<li> <li>Assist data fusion efforts to integrate detections from multiple sources eg Sentinel1 SAR and Sentinel2 optical accounting for the recall of each model length of the objects cloudiness and image resolution among others<li> <li>Analyze large amounts of data from various sources such as vessel tracking identity and satellite imagery to identify trends anomalies and insights<li> <li>Ensure the integrity and accuracy of key data pipelines and research BigQuery tablesnbsp<li> <li>Maintain and improve internal Python tools such as modules and template repositories to assist with migrating research projects from proofofconcepts to automated prototypes<li> <li>Lead or support eventual research publications and technical blog posts<li> <ul> <h4><strong>Candidate description<strong><h4> <p><em>Skills you should have<em><p> <ul> <li>Bachelors degree and at least four years of professional experience or an equivalent combination of education and experience in physicalearth sciences or a related field<li> <li>Demonstrated skills and experience with Python<li> <li>Strong foundation in mathematics and statistics<li> <li>Familiarity working with geospatial data<li> <li>Demonstrated experience working with cloud compute platforms and virtualized environments<li> <li>Selfmotivated with a strong curiosity and desire to learn new skills<li> <li>Willingness to take ownership of projects and communicate project updates<li> <li>Written and verbal communication skills in English<li> <li>Ability to work with a remote team and embrace Slack Google Suite Jira Notion and other collaborative tools<li> <ul> <p><em>Also great<em><p> <ul> <li>Some experience with database query languages such as SQL<li> <li>Demonstrated experience with computer vision models<li> <li>Demonstrated experience with frameworks such as TensorFlow or PyTorch<li> <li>Familiarity with containerization tools like Docker and execution of models inside them<li> <li>An appreciation for the complexities and rewards of collaborating in a remote global and inclusive environment<li> <li>Experience engaging with academic researchers and the peerreview process<li> <li>Awareness of ethical considerations related to privacy and bias in satellite imagery analysis<li> <ul> <p>The successful candidate will meet most but not necessarily all of the criteria above Although it is obviously helpful we do not expect that you already have a deep knowledge of building models or our key programming languages we do expect that you have the aptitude to develop these skills and knowledge and that you are excited about revealing human activity across the global ocean using these tools If you don’t think you check all the boxes but believe you have unique skills that make you a great fit for the role we want to hear from you<p> <p><strong>Additional Information<strong><p> <p>Reporting to Senior Data Scientist Senior Data Science Manager<p> <p>Manages NA<p> <p>Location Remote we welcome candidates based in any country<p> <p>Term Permanent position<p> <p>FTPT Fulltime<p> <p><strong>Recruiting process<strong><p> <p>A cover letter along with a CV will be requested to see how your experience and interest connect to the position We expect the cover letter to explain details on how your skills interests and aspirations align with the role If selected for consideration the hiring process for this position will include a formal 45 minute interview with 23 staff followed by a 30 minute administrative screening by a Human Resources manager Candidates advancing beyond this round will be asked to take a technical assessment Lastly an informal 30 minute call with 34 members of the Research and Innovation team will be held with finalists<p> <p><em><strong>Please apply by January 26 2024<strong><em><p> <p><strong><em>Working Hours<em><strong><em> Global Fishing Watch supports flexible working so the pattern of hours may vary according to operational and personal needs The position will be part of a global team spanning many different time zones and so the candidate should be able to accommodate semiregular earlylate meetings to be able to work effectively Weekend work may be required on occasion The post holder may be required to undertake regional and international travel No overtime is payable<em><p> <p><strong><em>Compensation<em><strong><em> A compensation range for this position is <em><em>US$ 90000$110000 <em><em>for USbased employees For applicants located outside of the US the pay range will be adjusted to the country of hire<em><em><em><em> Compensation is commensurate with experience and will vary depending on the hired candidate’s country of residence in accordance with local laws and regulations GFW offers pensionretirement health and other benefits commensurate with similar level GFW employees in the country of employment The position may be a GFW employee or consultant depending on the country of residencenbspnbsp<em><p> <p><strong><em>Equal opportunities<em><strong><em> Global Fishing Watch is an equal opportunities employer Global Fishing Watch is committed to promoting diversity and inclusion within our organization and in the greater ocean management and conservation community We believe that diverse backgrounds skills knowledge and viewpoints make us a stronger organization Bringing together professionals who possess broad experiences and a spectrum of perspectives will enable us to reach our goal of improved ocean governance faster We hire and promote qualified professionals without regard to actual or perceived race color religion or belief sex sexual orientation gender identity marital or parental status national origin age physical or mental disability or medical condition or any other characteristic protected by applicable law Our organizational goals match the urgent challenges facing our global ocean and our mission is designed to help secure a healthy ocean for all We are committed to building a workforce that is representative of humanity’s diversity by providing an inclusive and welcoming environment for all employees of Global Fishing Watch and for our partners vendors suppliers and contractors<em><p><br><br>Please mention the word MOTIVATED and tag RNTIuMTYwLjExMS41Ng== when applying to show you read the job post completely RNTIuMTYwLjExMS41Ng== This is a beta feature to avoid spam applicants Companies can search these words to find applicants that read this and see theyre human
Lead Org Change Mgmt Analyst - 90369134 - Philadelphia
Company: Amtrak
Location: Philadelphia, PA
Posted Dec 17, 2023
We consider candidates regardless of race/color, religion, sex (including pregnancy, childbirth and related conditions), national origin/ethnicity, age, disability (intellectual, mental and physical), veteran status, marital status, ancestry, sexual orientation, gender identity and gender expression, genetic information, citizenship or any other personal characteristics protected by law. Candidates who test positive for marijuana will be disqualified, regardless of any state or local statute, ordinance, regulation, or other law that legalizes or decriminalizes the use or possession of marijuana, whether for medical, recreational, or other use. Pay is based on several factors including but not limited to education, work experience, certifications, internal equity, etc. Experience and knowledge of change management principles, methodologies, tools. Amtrak is an EOE/Affirmative Action Minority/Female employer, and we welcome all to apply. We want your career at Amtrak to be a fulfilling experience where you find challenging work, rewarding opportunities, respect among colleagues, and attractive compensation. Experience with Asset Management. §1143), Amtrak is required to screen applicants for any permanent or interim disqualifying criminal offenses. Familiar with project management approaches, tools, and phases of the project lifecycle. Understanding of organizational issues, challenges, how people go through changes, and the change process.
Finance Department Administrator (any Goodwin location)
Company: Goodwin
Location: Philadelphia, PA
Posted Dec 21, 2023
Goodwin is a law firm that values integrity, ingenuity, agility, and ambition. They build long-term relationships with successful clients in various industries. The Billing & Collections Department Administrator role involves high-level administrative support, document management, communication with executives, and coordination of meetings and events. The ideal candidate should have at least 5 years of administrative experience, strong interpersonal and communication skills, and the ability to handle confidential information. The role is eligible for overtime and has a target salary range.
Senior Enterprise Systems Engineer
Company: Latitude AI
Location: Pittsburgh, PA
Posted Dec 20, 2023
Latitude AI, a Ford Motor Company subsidiary, is seeking a skilled professional to support the growth and deployment of a global infrastructure for automated driving technology. The role involves working with leading experts in machine learning, robotics, and cloud platforms, and requires experience with system engineering, HPC, storage administration, and container technology. The company offers competitive compensation, comprehensive benefits, and opportunities for professional development.
Accountant
Company: International SOS
Location: Philadelphia, PA
Posted Dec 20, 2023
The Accountant role involves managing statutory accounting, financial controls, and processes for Government Services legal entities. Key responsibilities include ensuring accurate financial data, providing audit support, managing complex accruals, and maintaining effective communication with the FP&A team. The role requires 2 years of relevant experience, a Bachelor's Degree in Accounting, and proficiency in Microsoft Excel. The position is based in a multinational organization with minimal travel requirements.
Associate Director, Workplace Operations
Company: Spark Therapeutics, Inc.
Location: Philadelphia, PA
Posted Dec 23, 2023
Spark Therapeutics is seeking an Associate Director of Workplace Operations to assist in achieving strategic objectives, portfolio analysis, data collection, cultural assessment, and change management. The role involves managing workplace strategy, third-party vendor relationships, environmentally friendly practices, and facility management. The candidate must have a Bachelor's degree in a related field, a minimum of 10+ years of experience in project management, workplace development, and workplace strategy, and strong knowledge of construction processes and industry best practices.
Sr Computer operator
Company: Altera Digital Health
Location: Pittsburgh, PA
Posted Dec 21, 2023
Altera, a subsidiary of N. Harris Computer Corporation, offers health IT solutions globally, including Sunrise™, Paragon®, Altera TouchWorks®, Altera Opal, STAR™, HealthQuest™, and dbMotion™. The company aims to revolutionize healthcare through innovation and expertise. The job role involves managing computer hardware, maintaining equipment, resolving errors, and may require travel and flexible working hours. Altera is an Equal Opportunity Employer.
Sustainability Specialist
Company: APTIM
Location: Pittsburgh, PA
Posted Dec 18, 2023
APTIM is a global industry leader seeking a motivated Sustainability Engineer to facilitate green building certification assistance to various clients. The company is committed to sustainability, energy efficiency, and community development.
Machine Learning Engineer Sensing
Company: Global Fishing Watch
Location: Washington, District of Columbia, United States
Posted Feb 01, 2024
Global Fishing Watch is seeking a Machine Learning Engineer to join their Research and Innovation team. The role involves developing computer vision models for vessel detection in satellite imagery, improving training datasets, and collaborating with other team members. The candidate should have a background in physical/earth sciences, strong Python skills, and experience with cloud compute platforms. The position offers opportunities for professional growth, working with leading researchers, and contributing to cutting-edge research in ocean governance.
Sr Mgr Engineering - 90368874 - Philadelphia
Company: Amtrak
Location: Philadelphia, PA
Posted Dec 17, 2023
We consider candidates regardless of race/color, religion, sex (including pregnancy, childbirth and related conditions), national origin/ethnicity, age, disability (intellectual, mental and physical), veteran status, marital status, ancestry, sexual orientation, gender identity and gender expression, genetic information, citizenship or any other personal characteristics protected by law. Candidates who test positive for marijuana will be disqualified, regardless of any state or local statute, ordinance, regulation, or other law that legalizes or decriminalizes the use or possession of marijuana, whether for medical, recreational, or other use. Knowledge, understanding and prior experience of passenger rail operations, business functions, design / construction processes, and infrastructure requirements. Pay is based on several factors including but not limited to education, work experience, certifications, etc. Working knowledge of specialties impacting design, such as SHPO, NEPA, sustainability and resiliency standards, etc. We want your career at Amtrak to be a fulfilling experience where you find challenging work, rewarding opportunities, respect among colleagues, and attractive compensation. Experience on railroad projects including facilities, mechanical shops, crew bases and support buildings / yards. Amtrak is an EOE/Affirmative Action Minority/Female employer, and we welcome all to apply. Prior design experience of the replacement or repair of railroad-specific yard machinery (drop tables, sand towers, wayside power cabinets, etc.) §1143), Amtrak is required to screen applicants for any permanent or interim disqualifying criminal offenses.
Engineer - 90368878 - Philadelphia
Company: Amtrak
Location: Philadelphia, PA
Posted Dec 17, 2023
We consider candidates regardless of race/color, religion, sex (including pregnancy, childbirth and related conditions), national origin/ethnicity, age, disability (intellectual, mental and physical), veteran status, marital status, ancestry, sexual orientation, gender identity and gender expression, genetic information, citizenship or any other personal characteristics protected by law. Pay is based on several factors including but not limited to education, work experience, certifications, internal equity, etc. Candidates who test positive for marijuana will be disqualified, regardless of any state or local statute, ordinance, regulation, or other law that legalizes or decriminalizes the use or possession of marijuana, whether for medical, recreational, or other use. Amtrak is an EOE/Affirmative Action Minority/Female employer, and we welcome all to apply. Qualified in railroad Roadway Worker procedures, MW-1000. We want your career at Amtrak to be a fulfilling experience where you find challenging work, rewarding opportunities, respect among colleagues, and attractive compensation. §1143), Amtrak is required to screen applicants for any permanent or interim disqualifying criminal offenses. Background in manufacturing, material science or metallurgy. Proficient in Microsoft Office (Outlook, Word, Excel, and Power Point). Note that any education requirement listed above may be deemed satisfied if you have an equivalent combination of education, training and experience.
Payroll Coordinator
Company: International SOS
Location: Philadelphia, PA
Posted Dec 20, 2023
The Payroll Coordinator role involves processing payroll functions, maintaining employee records, and ensuring compliance with government regulations. Key responsibilities include administering payroll processing, implementing and maintaining payroll systems, auditing payroll information, and ensuring compliance with payroll laws. Required qualifications include familiarity with payroll processing systems, knowledge of payroll laws, proficiency in Microsoft Office applications, and a Bachelor's degree in Human Resources or related field. Three years of payroll processing experience is required, and a Certified Payroll Professional (CPP) certification is preferred. The role involves a hybrid work schedule with mandatory 3 days in office.